Merge remote-tracking branch 'build/master' into class-v6

app/igneum-wallet/ui/app.js

@@ -141,7 +141,11 @@ var View = (function () {
       case 'executed': return { word: 'executed', tone: 'ink', why: 'in ' + blk };
       case 'proven': return { word: 'proven', tone: 'ink', why: 'in ' + blk + ', proof paid' };
       case 'finalised': return { word: 'finalised', tone: 'ink', why: 'under a locked checkpoint, not yet verified here' };
-      case 'finality not active': return { word: 'finality not active', tone: 'ink', why: 'under a locked checkpoint; finality is paused on the network' };
+      // section 9 of docs/spec/finality-guarantees.md: a block under a locked checkpoint is finalised even while the network's
+      // finality is paused; the pause is the network's word, never a transaction's
+      case 'finality not active': return { word: 'finalised', tone: 'ink', why: 'under a locked checkpoint, not yet verified here; finality is paused on the network above it' };
+      // review B F04: a recovery lock is labelled "recovery", never plain "final" (the node lane's lockKind word)
+      case 'finalised by a recovery lock': return { word: 'finalised (recovery lock)', tone: 'ink', why: 'under a recovery lock: the surviving majority’s lock after a long pause, not a certified checkpoint; not yet verified here' };
       case 'unknown': return { word: 'pending', tone: '', why: 'not in any block the node holds' };
     }
     if (e.finality === 'in_block') return { word: 'included', tone: '', why: 'in ' + blk };

app/igneum-wallet/ui/view.test.mjs

@@ -103,7 +103,14 @@ test('one state word per row: the wallet\'s verified final wins, failed from the
   assert.deepEqual(V.stateWord(e, 'proven'), { word: 'proven', tone: 'ink', why: 'in block 140,262, proof paid' });
   // the node says finalised but this wallet has not verified the certificate: the word, not the molten tone
   assert.deepEqual(V.stateWord(e, 'finalised'), { word: 'finalised', tone: 'ink', why: 'under a locked checkpoint, not yet verified here' });
-  assert.deepEqual(V.stateWord(e, 'finality not active'), { word: 'finality not active', tone: 'ink', why: 'under a locked checkpoint; finality is paused on the network' });
+  // section 9 of docs/spec/finality-guarantees.md (8 October 2026): a block under a locked checkpoint is finalised even while
+  // the network's finality is paused; the pause is the network's state word, never a transaction's. Known-failed first: the
+  // node's "finality not active" word was shown on the row.
+  assert.deepEqual(V.stateWord(e, 'finality not active'), { word: 'finalised', tone: 'ink', why: 'under a locked checkpoint, not yet verified here; finality is paused on the network above it' });
+  // review B F04 (the founder, 8 October 2026): a recovery lock is labelled "recovery", never plain "final": the node's word
+  // for a transaction under one (the node lane's lockKind) reads on the row as finalised by a recovery lock. Known-failed
+  // first: the word fell through to the label.
+  assert.deepEqual(V.stateWord(e, 'finalised by a recovery lock'), { word: 'finalised (recovery lock)', tone: 'ink', why: 'under a recovery lock: the surviving majority’s lock after a long pause, not a certified checkpoint; not yet verified here' });
   assert.equal(V.stateWord(e, 'unknown').word, 'pending');
   // no node word yet (the public RPC, or not asked): the wallet's label
   assert.deepEqual(V.stateWord(e, ''), { word: 'included', tone: '', why: 'in block 140,262' });
@@ -114,8 +121,8 @@ test('one state word per row: the wallet\'s verified final wins, failed from the
   assert.deepEqual(V.stateWord(r, ''), { word: 'executed', tone: 'ink', why: 'in block 140,201' });
   assert.equal(V.stateWord(entry({ hash: 'proving-1-0', kind: 'proving', finality: 'final', checkpoint: 9 }), '').word, 'finalised');
   // never a stronger word than the chain's: the words the row can show are exactly the node's plus failed
-  const words = new Set(['pending', 'included', 'executed', 'proven', 'finalised', 'finality not active', 'failed']);
-  for (const w of ['pending', 'included', 'executed', 'proven', 'finalised', 'finality not active', 'unknown', '']) assert.ok(words.has(V.stateWord(e, w).word), w);
+  const words = new Set(['pending', 'included', 'executed', 'proven', 'finalised', 'finalised (recovery lock)', 'failed']);
+  for (const w of ['pending', 'included', 'executed', 'proven', 'finalised', 'finality not active', 'finalised by a recovery lock', 'unknown', '']) assert.ok(words.has(V.stateWord(e, w).word), w);
 });
 
 test('the row model: kind word, who, sign, amount, the rows that need the node\'s word', () => {

contracts/bridge/script/Install.s.sol

@@ -0,0 +1,37 @@
+// SPDX-License-Identifier: MIT
+pragma solidity ^0.8.24;
+
+import {Vm, VM_ADDRESS} from "../test/Vm.sol";
+import {IgneumCertificateVerifier} from "../src/IgneumCertificateVerifier.sol";
+
+/// Installs (or replaces) the voter table on an already deployed verifier (BRIDGE_VERIFIER) from the vectors file in
+/// BRIDGE_TABLE_JSON (a gen.mjs table or chain output: keys, weights, index) and, when the file carries a certificate
+/// (bitmap, signature), submits it. The deployer key comes from BRIDGE_DEPLOYER_KEY in the environment, never printed.
+/// Used for a chain whose table is read at its first lock, after the contract itself was deployed (8 October 2026,
+/// igneum-devnet-4: the contract first, the table when the weight window filled).
+///
+///   BRIDGE_VERIFIER=0x.. BRIDGE_TABLE_JSON=test/vectors/dn4-table.json forge script script/Install.s.sol:Install --rpc-url sepolia --broadcast --sig "run()"
+contract Install {
+    Vm constant vm = Vm(VM_ADDRESS);
+
+    function run() external {
+        uint256 key = vm.envUint("BRIDGE_DEPLOYER_KEY");
+        IgneumCertificateVerifier v = IgneumCertificateVerifier(vm.envAddress("BRIDGE_VERIFIER"));
+        string memory j = vm.readFile(vm.envOr("BRIDGE_TABLE_JSON", "test/vectors/dn4-table.json"));
+        bytes[] memory keys = vm.parseJsonBytesArray(j, ".keys");
+        uint256[] memory w = vm.parseJsonUintArray(j, ".weights");
+        bytes memory packed;
+        uint64[] memory weights = new uint64[](w.length);
+        for (uint256 i = 0; i < keys.length; i++) {
+            packed = abi.encodePacked(packed, keys[i]);
+            weights[i] = uint64(w[i]);
+        }
+        uint64 index = uint64(vm.parseJsonUint(j, ".index"));
+        vm.startBroadcast(key);
+        v.installTable(index, packed, weights);
+        if (vm.keyExistsJson(j, ".bitmap")) {
+            v.submitCertificate(index, vm.parseJsonBytes32(j, ".checkpoint"), vm.parseJsonBytes(j, ".bitmap"), vm.parseJsonBytes(j, ".signature"));
+        }
+        vm.stopBroadcast();
+    }
+}

docs/analysis/binding-review-2026-10.md

@@ -0,0 +1,249 @@
+# Binding review: template, nonce, work and result (October 2026)
+
+Igneum 2.0 register row (plan p. 10, missed pins): "Cryptographic review of the template, nonce, work and result
+binding: no expensive intermediate reused across cheap winning attempts." Adversarial seat, 8 October 2026 (evening,
+UK), with the hash lane for the generator's side. Sources: the crate (`igneum-pow` at the mirror's master 494fb981),
+the fork's node line (`release-2.0.0-node` 9fc9f42a on the box mirror; the Mac's vendor copy is the 7 October master
+and is not used where the two differ), spec 01, 02, 04 and 09, and the attack pass of 7 to 8 October
+(`docs/analysis/attack-pass-2026-10.md`, rows F3, F8, F9, F1 and their records). Every number is either from a
+record named beside it or marked Designed. No consensus code is changed by this document.
+
+The question in one line: for every quantity that is expensive to compute, which inputs is it a function of, and
+can a miner hold it fixed while it varies something cheap that still produces distinct winning attempts? A "winning
+attempt" is a 64-bit lane hash at or below the target for a header the chain accepts.
+
+## 1. What the hash commits to, from the code
+
+### 1.1 The chain of bindings
+
+| Step | Function of | Where | Cost |
+|---|---|---|---|
+| The pre-PoW hash `H` | every header field but the nonce: version, parents (every level), `hash_merkle_root`, `accepted_id_merkle_root`, `utxo_commitment`, timestamp, bits, `daa_score`, `blue_score`, `blue_work`, `pruning_point`, `vote_key_hash`; the nonce field zeroed | fork `consensus/core/src/hashing/header.rs:7` (`hash_override_nonce_time(header, 0, header.timestamp)`), `consensus/pow/src/igneum.rs:115` (`header_prehash`) | one BLAKE2b over about 200 bytes per template |
+| The init words `I[0..7]` | `seed_words_from_bytes("igneum-block/" || H || nonce_hi_le32)` | `igneum-pow/src/bind.rs:48` (`block_init_bytes`, 49 bytes), `:57` | four FNV-1a-64 passes over 49 bytes per `(H, nonce_hi)`: about 200 integer ops |
+| The lane registers at start | `r[i] = splitmix32((n XOR I[i]) + 0x9e3779b9 (i + 1)) XOR I[(i + 1) AND 7]` for lane nonce `n` (the low 32 bits of the header nonce) | `verify.rs:570` (`interpret_warp_core`); spec 1.6 | 8 splitmix32 per lane |
+| The program | the epoch seed: on the node line, the hash of the last selected-chain block below `epoch x 3,600 - 600` on the header's own selected-parent chain (`pow_epoch_seed_score`, `epoch_seed`), attempt by attempt through acceptance (spec 1.4.6.6); the era seed from the era VDF (spec 4.4) | fork `consensus/core/src/igneum.rs:343`, `consensus/src/pipeline/header_processor/processor.rs:365` (release-2.0.0-node); `generator.rs`, `accept.rs` | once per epoch per node: the draw plus acceptance, about 1.8 core-s per candidate at (c'') and (c''') (attack pass, F9 lane (d)), 3.2 candidates per seed |
+| The dataset | the day key `seed_words_from_bytes("igneum-day/" || day_le64)` with `day = header.timestamp_ms / 86,400,000` (class v5 adds the epoch's state leaves) | `bind.rs:62`, fork `pre_ghostdag_validation.rs:147` (`day: day_index(header.timestamp)`); spec 1.8 | once per day per node: the 256 MiB cache fill (175 ms on one core) and, for a miner, the 1 to 2 GiB dataset |
+| One lane hash | the program applied to the 32 lanes of the aligned group `n AND NOT 31`, 8 iterations of 64 base instructions plus the 256-instruction shadow block 27 times, 16 loads per iteration reading `dataset[load_index(x)]`, the output fold over `r0..r7` | `verify.rs:555` to `:654` | 55,296 instructions and 128 dependent dataset reads per lane; the warp is the unit |
+| The verdict | `hash_bound(H, nonce) <= target64(bits)`, `target64` the top 64 bits of the 256-bit target | `bind.rs:128`, `igneum.rs:120`, `:173` | one 64-bit compare |
+
+So a winning attempt is a function of `(H, nonce_hi, n, program(e), dataset(day), target)`, and every one of `H`,
+`e` (through `daa_score` and the parents, both in `H`) and `day` (through the timestamp, in `H`) is under proof of
+work. The expensive quantities are three: the program (per epoch), the dataset (per day), and the hash itself (per
+warp). The cheap variables are the nonce's two halves and anything in the template the miner may change.
+
+### 1.2 What is in the template that a miner may change, and what each change costs
+
+| Field | Who sets it | Freedom | What changes downstream |
+|---|---|---|---|
+| nonce, low 32 bits (`n`) | the worker | 2^32 per `I`, iterated 32 at a time | the lane registers only; the warp's 32 lanes are hashed together |
+| nonce, high 32 bits | the miner (`main.rs:565`, a random `hi`, incremented when the lane space wraps) | 2^32 per template | `I`, hence every register of every lane: a new warp space |
+| timestamp | the miner, within Kaspa's bounds (10 s future tolerance, above the sampled past median) | about 10 s of milliseconds, 10,000 values | `H`, hence `I`; and the DAY at a day boundary (1.4) |
+| the coinbase and transactions | the miner (mode A or C) or the pool | unbounded | `hash_merkle_root`, hence `H` |
+| parents | the miner, among known tips within the merge bound | a few | `H`, `daa_score`, `blue_work`, `blue_score`, and the epoch seed if the selected parent's chain differs below the seed score |
+| `vote_key_hash` | the member's client (spec 9.4.1 item 1) | one per key the miner holds | `H` |
+| bits, `daa_score`, `blue_score`, `blue_work`, `pruning_point`, `accepted_id_merkle_root`, `utxo_commitment` | the node from the parents | none | |
+
+Every one of these is an "extra nonce": it changes `H`, so `I`, so every register from the first instruction. None
+of them is free of the hash: a template change costs the whole warp again.
+
+## 2. The nonce's place in the chain and the warp as the unit
+
+The lane nonce enters once, at register initialisation, XORed with each init word before splitmix32 (`verify.rs:570`).
+Nothing later reads the nonce. So the hash of lane `n` is the composition `fold(program^8(init(n, I)))` and the only
+state shared across lanes is what `shfl` moves (lane `l` reads lane `l XOR mask`), which couples the 32 lanes of the
+aligned group into one computation. The consequences:
+
+- A warp's 32 hashes are 32 attempts for the price of 32 lanes of work; no lane's result is reusable for another
+  nonce because every register of every lane starts from the nonce.
+- The high half of the nonce is one `I` per 2^32 lanes. A miner that changes `nonce_hi` pays one FNV over 49 bytes
+  (about 200 ops, `bind.rs:48`) and gets a fresh warp space; it does not need to, since 2^32 lane nonces at 141.8
+  MH/s on an RTX 5090 (attack pass F9, the card row) is 30 s of work per `I`, 30 templates' worth at 1 block per
+  second. The crate's own test `bind::bound_hash_properties` pins that two `nonce_hi` values give different warps
+  under one `H` and that the lane hash depends on `H` (the fork's engine test pins the timestamp, `igneum.rs:237`).
+- The pool's share check recomputes `hash_bound(job.prehash, nonce)` for the claimed nonce (`pool/src/verify.rs:52`),
+  so a share binds the whole template through `H`; a nonce under another template "hashes differently and is
+  refused as a wrong hash" (the crate's test `the same nonce on another template`, `verify.rs:101`).
+
+## 3. What the 256 loads and the shadow block compute from
+
+### 3.1 The loads
+
+Each of the 16 load sites per iteration (128 per hash) reads `dataset[load_index(era, site, x)]` where `x` is the
+source register's value in that lane at that instruction (`verify.rs:759`): `idx = x AND MASK` without an era, or
+`rotl(x M, R)` masked into the site's window under an era (`load_index`, `:18`). The address is therefore a function
+of the lane's register state, which from the first instruction is a function of `(I, n)` and, after the first load,
+of dataset words too. The attack pass measured the part that is a function of `(I, n)` alone (F9, sub-row (c), taint
+analysis `init_determined_sites`): on the devnet epoch-0 program the loads at instructions 7, 8, 9, 10 and 31 of
+iteration 0; over 2,000 seeds 1 to 7 sites per program, median 3, always in iteration 0 only. Everything after the
+first dataset word is data-dependent.
+
+The 256 loads of a hash's "working set" are the 128 reads of its own lane plus the reads the warp's other lanes
+make, and they are distinct per hash by construction: the acceptance rule refuses a program whose site reads fewer
+than 120 distinct addresses per hash on average (`MIN_DISTINCT_SUM`, spec 1.4.6.4), whose 32 lanes compute one
+address at any site (`LaneConstantSite`), whose site's distinct-index ratio over 2^20 evaluations falls under 0.98
+(class v4, (c'')) or 0.995 (class v5, (c''')).
+
+### 3.2 The shadow block
+
+The shadow block is 256 ALU instructions from the ten non-load families (`generator.rs:413`), applied 27 times after
+instruction 63 of every iteration with the iteration's `sel` (`r0` at the iteration's start; `verify.rs:609`,
+`:631`). It has no loads. Its input is the lane's eight registers at that point and `sel`; its output is the
+registers for the next iteration. It is therefore a per-lane function of the lane's state, with `shfl` coupling
+lanes inside it as in the base block. Nothing in it is shared across nonces, iterations or templates: the same block
+applied 27 times to a different register state each time. The attack pass's F1 row measured what an honest compiler
+can remove from it (at most 4.688 percent of its instructions on the frozen class v5 tip at 10^5 programs, two
+programs at 5.078 percent in the 2.2 x 10^5 partial, both at the honest-compiler parity the ruling AP-F1-1 names), so
+the block's cost per application is fixed to within that margin for every implementer.
+
+## 4. Where a result could be reused, each with its cost and the rule or the finding
+
+The seven places an expensive intermediate could be shared across cheap attempts, in the order a miner would try
+them. "Rule" names what forbids the reuse or makes it worthless; "cost" is what the reuse would save against what it
+costs.
+
+| # | Reuse | What is shared | Across what | Cost to the attacker | Rule or finding |
+|---|---|---|---|---|---|
+| R1 | The dataset | the day's 1 to 2 GiB and its 256 MiB cache | every hash of the day, every miner | nothing: this is the design (the memory-hard dataset is the shared intermediate on purpose) | Intended. The question is whether a SMALLER shared structure serves: the hot set (R5) and partial storage (R6) |
+| R2 | The compiled program | the epoch's kernel | every hash of the epoch, every miner | nothing: intended; one compile per epoch per card | Intended. A miner that grinds the epoch seed to get a favourable program is R7 |
+| R3 | The init words `I` | one FNV result | 2^32 lane nonces | nothing to gain: `I` costs about 200 ops and a warp costs 1.8 million lane-instructions (F9's count) | No rule needed; the ratio is 10^-4 |
+| R4 | The register prefix before the first load | the first instructions of iteration 0, a function of `(I, n)` | nothing: `n` is per lane, so there is no second attempt with the same prefix | zero reuse: each lane's prefix is its own | Bound by construction (spec 1.6: the nonce enters every register) |
+| R5 | A hot set of items | a few MB that serves a large share of reads | every hash of the epoch | the attack pass's F8 and F9 (b): at the frozen tip no program's top 0.1 percent of items carries more than 0.23 percent of reads (256 seeds, 245 within 1.2x of the window model), hot-set verdict clear on every seed; the exemplar that reads 3.35 percent (class v4 seed 100767) is refused by (c''') | AP-F8-1: the residue is a quarter-bit bucket concentration at one narrow-window site, named by mechanism, no cacheable hot set; the per-site largest-bucket bound is a next class's item |
+| R6 | A partial dataset or cache | a stored fraction `f` of the cache lines, the rest recomputed | every hash | F3: every cache line costs exactly `j + 1` block evaluations from nothing (0 of 1,024 lines under the bound), the storage-against-recompute curve at f = 1/8 is 3.17 ops per read optimal against the 3.5 the funding note assumed, and a partial-cache chip is worse than the full mirror at every f below 1 | F3 PASS; the chip edge is the latency ladder's business, not a binding hole |
+| R7 | The epoch seed | the program of epoch `e + 1` | every hash of that epoch | a miner who produces the seed block (the last selected-chain block below `3,600 (e + 1) - 600`) picks among the candidate blocks it can produce; each candidate costs a full block's work, and the 600-score lead gives every miner the same 10 minutes to compile; under the devnet stand-in there is no VDF on the epoch seed (spec 4.3 Designed, the era VDF Implemented) | Spec 4.3 (the 1,200-s lead and the 600-s VDF) is the rule; on the node line the lead is 600 and the VDF is not in the node. The grind's value is bounded by the program-to-program variance of hash rate: the attack pass's F8 and F1 rows put every accepted program within a few percent of the mean on the card (the per-program spread is the F10 ladder's reading), so a candidate block burned to pick a 2 percent better program is a bad trade at any hashrate under 50 percent. Finding, minor: the VDF of 4.3 is the stated defence and is not implemented; the lead alone does not stop the pick. Routed to the Counter ASIC lane's D1 list as a 2.0 item (6) |
+| R8 | The day | the dataset of day `d` | every hash of the day | the day is keyed on the header TIMESTAMP (`pre_ghostdag_validation.rs:147`), which the miner sets within about 10 s; at a day boundary a miner may hash on either day's dataset for about 10 s, and a verifier must hold both caches across the boundary (the engine's `note_chain_day`, `:139`, builds the next in the background) | No gain: both datasets are full datasets. Observation: spec 1.12 keys the day on DAA score and the node keys it on the timestamp; one of the two texts moves (6) |
+| R9 | The attempt chain | the acceptance work of attempts 0 to k-1 | every node and miner of the epoch | nothing to a miner: attempts are deterministic from the seed; a miner cannot choose the attempt. A verifier's cost is the row below | No rule needed |
+| R10 | The warp | one hash computation | 32 nonces | intended: the 32 lanes are 32 attempts for 32 lanes of work, coupled by `shfl` so no lane is computable alone | Intended (spec 1.9). The verifier dedupes items within a warp (`verify.rs`, the 4,096 derivations bound); a miner that finds warps whose loads coincide is F9 (c): one coalesced pair per 3,400 tries is worth 0.2 percent of one warp and costs 2.4 hashes of search; five sites fully coalesced would be worth 43 percent and has probability 2^-115 per draw |
+| R11 | The template | one `H` | 2^64 nonces | intended; a template change is a new `H` and costs nothing but one BLAKE2b; it buys nothing, since the nonce space under one `H` is 2^64 | No rule needed |
+| R12 | The vote key | one `vote_key_hash` | every block of the key | a miner with many keys hashes under one `H` per key; keys are free (spec 03 W6) and weight is blocks, so more keys is more templates, not more hashes per hash | No gain; the pool design document (pool-vote-key-commitment.md) covers the pool case |
+
+The cheapest reuse that survives as a gain is R10's coalesced pair at 0.2 percent of one warp per 2.4 hashes of
+search, which is a loss, and R5's quarter-bit bucket, which is under the window model's own spread. No path was found
+by which an intermediate computed once serves a second winning attempt at less than the honest cost of that attempt.
+
+## 5. Known-failed tests and measured lines
+
+| Test | Known-pass | Known-fail | Where | Result |
+|---|---|---|---|---|
+| The lane hash depends on `H` and on `nonce_hi` | two headers differ in one field: different warps | the same `(H, nonce_hi)`: the same warp, bit for bit | `igneum-pow/src/bind.rs`, `bound_hash_properties`, `bound_vectors`; the fork's `igneum.rs:200` smoke test (timestamp bound, `:237`) | see the run line below |
+| A nonce on another template is refused | the pool's check against its own job | the same nonce on another template: `wrong_hash` | `pool/src/verify.rs:101`, `the same nonce on another template hashes differently` | in the pool crate's suite (pool.md section 4) |
+| A stateless hasher is wrong on every class v5 item | the dataset built with the leaves | the dataset built without them: every item differs | `igneum-pow/src/state.rs:200`, `a_stateless_hasher_is_wrong_on_every_item` | see the run line below |
+| No cache line costs less than `j + 1` | the real chain | a flattened chain (the F3 harness's known-fail) | `docs/analysis/attack-pass/f3-cache.md`, the two firings | PASS, 7 October |
+| No hot set on the frozen tip | the window-model control | a planted hot site (F8's known-fail) | `f8-uniform.md` sections (d) and (e) | PASS, 61 of 64 and 245 of 256 within 1.2x |
+| Init-determined sites are in iteration 0 only | the taint trace | a program with a load whose address never absorbs a word (F9's planted case) | `f9-grind.md` sub-row (c) | 1 to 7 sites, iteration 0 only, 2,000 seeds |
+
+Run line (box 2 through `tools/build-remote.sh`, `cargo test --release -p igneum-pow -- bind::
+state::a_stateless_hasher_is_wrong_on_every_item`): 8 October 2026, 19:0x UK, box 2 (igneum-build-2) through `tools/build-remote.sh --box 2`, the crate at the mirror's master 494fb981: `bind::tests::bound_hash_properties` ok, `bound_vectors` ok, `init_bytes_layout` ok, `day_bytes_layout` ok, `pow256_and_target64` ok, `closed_form_bound_also_works` ok (6 passed, 0 failed, 0.43 s); `state::tests::a_stateless_hasher_is_wrong_on_every_item` ok (1 passed, 0 failed, 2.15 s). The pool crate's `the same nonce on another template hashes differently` and the fork engine's timestamp-bound test are in their crates' suites (pool.md section 4; `igneum.rs:200`), not re-run here.
+
+## 5a. Finding A05 of the external review: the FNV initialisation and the 64-bit fold
+
+The external review's finding A05 (`docs/analysis/review-2026-10-08/evidence.md`): the seed and the header-bound
+initialisation are four salted FNV-1a-64 passes with a final mix (`seed.rs:37`, `bind.rs:57`), the final state
+reduces by rotated XOR to 64 bits placed in the top 64 bits of the 256-bit proof-of-work value (`verify.rs:649`,
+`bind.rs:76`), FNV is non-cryptographic by its own specification, and ProgPoW's keccak-f800 at both ends of a cheap
+inner mix is the pattern to measure against. Two questions: can one expensive intermediate be reused across cheaper
+attempts through the initialisation or the fold, and is the binding to job and nonce complete. The argument, then
+the measured lines, then what a change would be if one were wanted.
+
+### 5a.1 What the initialisation has to do, and what it does not
+
+ProgPoW's keccak at the start exists because its inner mix is a fixed structure for a 50-block period and a hasher
+must not be able to choose or correlate its inputs cheaply; the keccak at the end exists because the inner mix is
+not a cryptographic function and its output must not be shaped. Igneum's initialisation does not carry that burden
+alone, for three reasons that are in the code:
+
+1. The attacker does not choose the FNV input. The 49 input bytes are the tag, `H` and `nonce_hi` (`bind.rs:48`). `H`
+   is a BLAKE2b-256 over the template (the chain's `BlockHash`, `hashing/header.rs:7`); the only way to change it is
+   to change a header field, which gives a fresh 256-bit value the attacker cannot steer. The attacker's whole
+   freedom at the FNV input is the 32 bits of `nonce_hi` under a fixed `H`.
+2. FNV-1a with the final mix gives no control over its output beyond brute force over those 32 bits. Each pass is
+   `h = (h XOR byte) x P` over the bytes, then `h ^= h >> 33; h *= C; h ^= h >> 33`. The mix is a bijection, so a
+   target output pins the pre-mix state; the last four bytes of the chain are then four steps `s_{k+1} = (s_k XOR
+   b_k) x P`, each inverted by `b_k = (s_{k+1} x P^-1) XOR s_k`, which must land in 0..255: probability 2^-56 per
+   byte for a random target. So hitting a chosen 64-bit pass output costs the full 2^64 and hitting a chosen 32-bit
+   word of `I` costs 2^32, the brute-force figures. The measured control line below reads this at the byte scale:
+   256 tries of `nonce_hi` hit a chosen byte of `I[7]` at the random rate.
+3. What a weak initialisation would give is an `I` correlated across `nonce_hi` values or across templates, so that
+   the prefix of the program (the init-determined loads of F9, 1 to 7 sites in iteration 0) could be shared. The
+   avalanche lines below read 128 of 256 bits flipped per input bit, with the min and max inside the binomial's
+   range; no two of 2^18 `nonce_hi` values under one `H` share an `I`, nor a single 64-bit pass.
+
+The non-cryptographic property FNV lacks, preimage resistance against a chosen input, is not used: nothing in the
+chain asks that `I` be hard to invert, only that it be a near-uniform function of `(H, nonce_hi)` that the attacker
+cannot steer, and the steering is bounded by BLAKE2b on one side and by 32 bits on the other.
+
+### 5a.2 The fold
+
+The fold is linear over GF(2): `lo = r0 ^ rotl(r1,7) ^ rotl(r2,14) ^ rotl(r3,21)`, `hi = r4 ^ rotl(r5,9) ^
+rotl(r6,18) ^ rotl(r7,27)`, and the verdict reads `hash <= target64` with `hash = hi || lo` (`bind.rs:83`,
+`target64_from_le256`). What a hasher would want from a linear fold is to shape the top bits of `hi` cheaply at the
+end. Three facts close that:
+
+- Nothing cheap varies at the end. The nonce enters once, at initialisation (section 2); the last instructions
+  before the fold are the shadow block's 27th application in iteration 7, pure ALU on the lane's eight registers,
+  and every register at that point is a function of the whole program over the dataset words the lane read. There
+  is no second cheap input to vary after the expensive part; the warp is recomputed from the start for every nonce.
+- The top 64 bits need `r4..r7` in full and those depend on `r0..r3` throughout the program (every register is the
+  `dst` of an injecting write, part (b), and the draw's source rule keeps the dataflow fresh, part (a')), so no
+  register is skippable.
+- The fold's output is tested per program: part (c) of acceptance refuses a program whose output bits' ones-count
+  over 2,048 hashes falls outside 1,024 plus or minus 136 (`OutputBias`, `accept.rs:68`, 6 sigma), and F8's
+  cross-hash histogram rows read the 64-bit outputs uniform at 2^24 nonces on every accepted seed. A program whose
+  final state left the fold biased is refused before it is the epoch's program.
+
+Where ProgPoW needs keccak at the end is that its mix is fixed and public for a period, so an output-shaping
+structure could be found once and used for 50 blocks; Igneum's program is a fresh random draw per epoch that is
+itself tested for output bias, so the fold's linearity has no fixed structure to exploit. Against a hasher that
+tries anyway: the cost of computing `r4..r7` is the hash, and the comparison is one 64-bit compare after it.
+
+### 5a.3 Is the binding to job and nonce complete
+
+A job is `(prehash, target64, share_target64, nonce_start, nonce_count)` (spec 9.5); a share is a nonce under that
+prehash. The lane hash is `fold(program(init(n, I(H, nonce_hi))))` with `H` the template's pre-PoW hash, so a share
+commits to every header field (the coinbase and the transactions through `hash_merkle_root`, the key through
+`vote_key_hash`, the epoch through `daa_score` and the parents, the day through the timestamp) and to both halves of
+the nonce. Two nonces give two warps (`bound_hash_properties`); two templates give two `I` (the fork's timestamp
+test); a nonce moved to another template fails as `wrong_hash` (the pool's test). Nothing in the computation reads
+anything outside `(H, nonce, program, dataset)`, so there is no unbound input a hasher could hold fixed. The 2.0
+wire shape adds the key to the job and share lines (spec 09 at master 2e9b3e73) for the pool's evidence, not for the
+binding, which the prehash already carries.
+
+### 5a.4 Measured lines (8 October 2026, 19:5x UK, the spec-exact replica `a05/fnv.py` on the Mac, integer arithmetic, seconds of CPU)
+
+| Line | Known-pass | Known-fail | Result |
+|---|---|---|---|
+| The replica is the spec's function | `seed_words("igneum-genesis")` equals the spec 1.3.1 vector `67a9a7be 1a155b25 fddfb732 4b5af2e8 c55caf33 a27c13b7 06628a48 03852469` | the replica without the final mix must differ | OK; FIRED (differs) |
+| Avalanche over `nonce_hi` (one random bit flipped, 20,000 trials) | | | mean 128.02 of 256 bits, min 94, max 160 (binomial expectation 128, sd 8) |
+| Avalanche over `H` (one random bit flipped, 20,000 trials) | | | mean 128.01 of 256 bits, min 96, max 158 |
+| Collisions over 2^18 `nonce_hi` values under one `H` | | | 0 equal `I` (256 bits), 0 equal pass-0 outputs (64 bits; birthday expectation 1.9e-9) |
+| Control: a chosen value for the top byte of `I[7]` reached by one of 256 `nonce_hi` tries, 2,000 trials | | | 1,280 of 2,000 (0.640) against the random expectation 0.633 |
+
+The crate's own lines of section 5 stand beside these (`bound_hash_properties`, `bound_vectors`, the timestamp
+test, the pool's `wrong_hash` test).
+
+### 5a.5 Verdict and what a change would be
+
+Verdict: the argument holds; no attack. The initialisation is a near-uniform, unsteerable function of a BLAKE2b
+hash and 32 free bits, the fold follows a per-epoch random program that acceptance tests for output bias, and the
+binding to the job and both nonce halves is complete through the prehash. No consensus change is named for 2.0.
+
+If main wants the ProgPoW shape regardless, the change is a class version, not a patch, because every vector moves:
+
+| Change | What it buys | Cost | Vectors |
+|---|---|---|---|
+| Init: `I = BLAKE2b-256("igneum-block/" || H || nonce_hi)` as eight words (`blake2b.rs` exists in the crate) | a cryptographic initialisation by its own specification; no change to the argument above | one BLAKE2b per `nonce_hi` per warp space, about 1 microsecond on a CPU core, nothing on the card (the init is a kernel argument) | every pack's vectors, the acceptance stream (`"igneum-accept/"` is FNV too), the day key, the program seed: a new generator version with a new vector set and a new frozen object |
+| Finalisation: BLAKE2b over the 256-bit final state before the fold | removes the fold's linearity as a question | one BLAKE2b per hash on the card, about 2 to 5 percent of hash rate (Designed, unmeasured; ProgPoW pays keccak-f800 per hash) | the same new version |
+
+The seat's recommendation is neither for 2.0: the measured lines and the argument close A05 as written, and the
+cost of the second row is paid by every honest card for every hash. The first row is cheap and could ride the next
+class version whenever one is cut for another reason; it is named here so the decision is main's, with the vectors
+as the price.
+
+## 6. Open questions, named for main
+
+| Id | Question | What closes it |
+|---|---|---|
+| B1 | The epoch-seed VDF (spec 4.3, 600 s of delay on the seed block's hash) is Designed and not in the node line; the era VDF is. Without it the seed-block producer picks among the candidates it can afford to burn (R7). Is the epoch VDF a 2.0 item, or does the measured program-to-program hash-rate spread (the F10 ladder's reading) close it as not worth a block? | A ruling, with the F10 spread as the number |
+| B2 | The day is keyed on the header timestamp in the node (`day_index(header.timestamp)`) and on DAA score in spec 1.12 (R8). Which text moves? The timestamp key makes the day boundary a miner's choice within 10 s and costs the verifier two caches across it; the DAA key makes it a function of the past alone | A ruling; a one-line spec or code change |
+| B3 | `seed_source` and `proof_ref` (spec 2.4, fork point a5) are not in the node line's header; the epoch seed is bound through `daa_score` and the parents instead, which is sufficient for binding but leaves the spec's field table ahead of the code | The spec's table marked to the code, or the fields added when the chunked proving protocol needs `proof_ref` |
+| B4 | A verifier syncing from genesis derives every epoch's program (the draw plus acceptance, about 6 core-s per epoch at 3.2 candidates): about 15 core-hours per year of chain on one core, parallel across epochs | The IBD cost measured on the node line with the memo (`epoch_seed_memo`) and a per-epoch program cache; a number, not a rule |
+| B5 | R10's coalesced-pair search (F9 (c)) is measured as a loss on the RTX 5090; it is not measured on a card whose load completes per lane rather than per warp (an AMD wave64 under the local-memory exchange) | One run of the F9 `grind` per-warp table on a 9070 XT |

docs/analysis/class-v6/amd-intel-energy.md

@@ -0,0 +1,280 @@
+# AMD and Intel energy on class v6: why the measured cards pay 3x to 6x a Blackwell card per hash, and what a kernel can change
+
+8 October 2026, written 19:4x to 20:3x UK, the AMD-and-Intel energy lane. Register rows: GPU-03 (the 64-register
+window's real cost) in its AMD and Intel cells; ECO-05's named cause (`docs/analysis/class-v6/eco-05-results.md` on
+counter-asic-4: "the measured RX 9070 XT (7.9 microjoules at its knee), the RX 7600 (6.2 estimated, 8.1 measured at stock)
+and the Arc B580 (10.4, watts estimated) cost 4x to 6x a Blackwell card per joule"); the P02 cohort's AMD and Intel cells.
+The one acceptance rule is P03: a change must cost the honest card no more than 5 percent per accepted work against the
+paired baseline (and no more than 2 percent of accepted throughput) and must not help the adversary.
+
+**Labels.** Every number carries one: **measured** (an instrument read it; the instrument is named), **modelled**
+(arithmetic on labelled inputs, or an offline compiler's report standing in for the driver's), **estimated** (no
+instrument behind it), **team-reported** (read by a person, not a job). Vendor and JEDEC figures are marked
+approximate. No row here is a wall reading: neither PC has a wall meter, so every watt is the device's own telemetry
+(ADLX `GPUPower` on AMD, `nvidia-smi power.draw` on NVIDIA, the Level Zero sysman energy counter on Intel, IOReport on
+Apple), and none meets P02's calibrated 2 percent wall meter. **Efficiency kind** (review B's rule, main's order 8 October
+2026): every efficiency row says which of two things it is, and the two are never mixed: **KT**, kernel throughput (the
+worker's `--bench-pack` or `--memprobe`, device event time, no pool, no shares) against device-reported watts; **SV**, the
+serving hash rate (the installed app's own `hash_now` for the card while it mines) against device-reported watts. No row
+here is the third kind, **end-to-end accepted work per wall joule in serving mode**: that needs accepted shares and a wall
+meter, and is owed (section 4.3). Nothing was built or run on the Mac: the offline compiles
+ran on igneum-build-1 (LLVM 18.1.3), the jobs on PC 1 and PC 2 through the signed jobs queue.
+
+## 0. The answer in one paragraph
+
+On this hash every card runs at 87 to 100 percent of its own dependent random-read ceiling divided by 128 (the unit of
+work is 128 dependent random 4-byte reads), so joules per hash = 128 x watts / random reads per second. Normalised per
+32 bits of memory bus, the AMD and Intel cards burn about what the RTX 5090 burns (18 to 19 W per 32 bits at their
+knees; the RX 7600 28 W at stock) but complete 0.21x to 0.47x its random reads per second (the 5090 1.08 G/s per 32
+bits; the 9070 XT 0.30; the 7600 0.44 to 0.51; the B580 0.23). That ratio is the whole gap: 3.4x for the 9070 XT, 3.1x
+to 3.5x for the 7600, 4.4x for the B580 against the 5090's floor, and 3.8x to 6.1x against the 5080 and the 5070 Ti,
+which is ECO-05's "4x to 6x". It sits in the memory system's random-access rate (GDDR7's four channels per device
+against GDDR6's two, and a per-channel rate that varies 2.2x between the three GDDR6 cards), not in the kernel: the
+ALU work is about 5 percent of an AMD card's joules, occupancy is 3x to 6x above what saturates the DRAM, the
+64-register window costs the RX 7600 and the Arc B580 no rate per unit of work (0 and -0.3 percent, measured), and a 16-byte read costs what a 4-byte read costs on every
+card measured. The kernel changes that keep every hash identical are worth 0 to about 10 percent on AMD, ranked in
+section 3; none closes the gap, and the one hash change that does (64-byte reads) halves the 5090 and fails P03.
+The levers that move ECO-05 tonight are the AMD operating point below the driver's floor (a baseline, not a candidate)
+and the RX 7600's metered knee (a PC 1 job queued at landing; section 4), which ECO-05 says adds sustainable worlds
+at 0.03 and 0.10 if it reads under 5 microjoules (modelled tonight at 5.0 to 5.4).
+
+## 1. The measured rows as they stand, with their instruments
+
+### 1.1 Rate and watts
+
+| Card | Class / point | MH/s (rate instrument) | Watts (watts instrument) | Microjoules per hash | Label | Kind | Source |
+|---|---|---|---|---|---|---|---|
+| RX 9070 XT (gfx1201, 16 GB GDDR6, 256-bit, PC 1 eGPU) | class v2, stock, app mining | 17.73 (the app's hash_now, mean of 24) | 198.9 (ADLX GPUPower, 12 samples, 193 to 212) | 11.2 | measured | SV | docs/bench-log.md, 5 Oct, job tele-measure-1 |
+| RX 9070 XT | class v5, stock (grid point 0/0) | 18.9 (the app's hash_now, median over a 75 s hold) | 202 (ADLX GPUPower, mean after a 30 s settle) | 10.7 | measured | SV | the ADLX grid, 8 Oct 12:13, `relay/playbooks/ca3-pc1-amd-grid.ps1`; floor/denominator.md |
+| RX 9070 XT | class v5, gmax -500 MHz, plimit -30 percent (the driver's floor; the grid's best of 24) | 18.9 to 19.0 (same) | 149.3 (same) | 7.9 | measured | KT | same |
+| RX 7600 (gfx1102, 8 GB GDDR6, 128-bit, PC 1) | class v4 sub-version 3, stock | 13.88 (card-in job, worker bench) | 113 (ADLX, card-in job) | 8.14 | measured | KT | floor/denominator.md, 15:50 UK |
+| RX 7600 | class v6 hl-v6-foldrw (the partner), stock, quiet | 15.79 (worker --bench-pack) | none | | measured rate only | KT | hash lane, 18:3x UK |
+| RX 7600 | class v6 hl-v6-all (window + fold + rw; 256 loads per hash = two units of work), stock, quiet | 7.92 = **15.84 per unit of work** | none | | measured rate only | KT | hash lane, 18:3x UK |
+| RX 7600 | class v6 sizes 1 / 2 / 4 / 5.5 GiB | 15.75 / 15.46 / 15.34 / 15.35 | none | | measured rate only | KT | reference-population.md section 6 |
+| RX 7600 | class v6 at stock with the class v4 run's 113 W | 15.79 | 113 (a different class's reading) | **7.2** | modelled | KT (modelled) | this file |
+| RX 7600 | knee | 13.9 | 86 (the 9070 XT's 24 percent applied) | 6.19 | estimated | KT (modelled) | reference-population.md |
+| Arc B580 (12 GB GDDR6, 192-bit, PC 2 eGPU and a PC 1 slot) | class v4, stock | 10.6 to 11.0 (worker bench) | about 110 (the board's class) | 10.4 | measured rate, estimated watts | KT | floor/denominator.md; the Intel lane, 7 Oct |
+| Arc B580 (PC 2, enclosure) | class v6 hl-v6-foldrw, stock, quiet (SIMD32, sub-group shuffle exchange) | 11.008 (worker --bench-pack, 60 dispatches of 2^24, device time) | not read: the Level Zero energy counter answered ZE_RESULT_ERROR_UNSUPPORTED_FEATURE (0x78000003) on all three power domains, unelevated, driver 32.0.101.6733 | | measured rate only | KT | job run-ae-pc2-b580-energy-20261008, 18:52Z |
+| Arc B580 | class v6 hl-v6-all, stock, quiet (the compiler drops to SIMD16: sub-group 16, local-memory exchange with barriers) | 5.489 = **10.98 per unit of work** | not read (same) | | measured rate only | KT | same, 18:54Z |
+| Arc B580 | class v6 at stock with the board-class watts | 11.0 | about 110 | 10.0 | measured rate, estimated watts | KT | this file |
+| RTX 5090 (32 GB GDDR7, 512-bit, PC 1) | class v5, the 1,300 MHz lock | 134.8 (worker) | 314 (nvidia-smi; 2.33 x 134.8) | 2.33 | measured | KT | reference-population.md (PC 1, tiers file) |
+| RTX 5080 (16 GB GDDR7, 256-bit) | class v5, 1,100 MHz | 71.2 | 146.6 | 2.06 | measured (rented) | KT | reference-population.md |
+| RTX 5070 Ti (16 GB GDDR7, 256-bit) | class v5 knee | 77.0 | 131 | 1.70 | stock measured (rented), knee modelled | KT | reference-population.md |
+| Apple M5 Max (36 GB LPDDR5X) | class v4 | 26.67 | 37.3 (IOReport GPU and DRAM channels) | 1.40 | measured | KT | floor/denominator.md |
+
+Tonight's jobs (section 4.1) added the B580's class v6 rows; its watts could not be read unelevated. The RX 7600's metered
+class v6 rows (ADLX at stock and two knob points) are owed to a PC 1 job still queued at landing.
+
+### 1.2 The random-read ceiling (the instrument that explains the rows)
+
+`igneum-worker-opencl --memprobe` (proto-opencl/host.c): dependent random 4-byte loads over a buffer, device event
+time, best over lanes in flight; `chase` is one dependent load per step per lane.
+
+| Card | Ceiling at 1024 MiB, G loads/s | Hash-implied (MH/s x 128) | Hash / ceiling | 64-byte read against 4-byte | Label | Source |
+|---|---|---|---|---|---|---|
+| RTX 5090 | 17.5 to 18.2 (card off in the app, CUDA) | 17.25 | 0.96 | 0.52x to 0.86x (two 32-byte sectors; bandwidth-bound at 584 GB/s) | measured | bench-log, read-width entry, 5 Oct |
+| RX 9070 XT | 2.42 to 2.66 (4,096 lanes already saturate it; eight independent chains per lane give the same) | 2.42 | 0.87 to 0.95 | 1.0x (2.47 to 2.87: the line is fetched either way) | measured | bench-log, 5 Oct |
+| RX 7600 | owed (the PC 1 job of section 4.1) | 2.02 (class v6) | | | hash-implied, modelled | |
+| Arc B580 | 1.407 to 1.409 (4,096 lanes and up; eight independent chains per lane 1.41, the same); at 256 MiB 1.55 to 1.57 | 1.409 (class v6) | 1.00 | not probed | measured | job run-ae-pc2-b580-energy-20261008 (tonight); the Intel lane 7 Oct read 1.41 |
+| Apple M5 Max | 3.50 | 3.47 | 1.0 | 1.0x | measured | bench-log, 5 Oct |
+
+## 2. The decomposition
+
+### 2.1 The identity
+
+The unit of work is 128 dependent random 4-byte dataset reads (program.json of both class v6 packs:
+`loads_per_hash` 128, `load_width_counts_4_16_64` [16, 0, 0], `bytes_per_hash` 512; hl-v6-all does two units per hash).
+Every card above runs at 0.87 to 1.0 of its probe ceiling / 128 (table 1.2), so:
+
+microjoules per unit = 128 x P / A, with P the card's watts at its operating point and A its random reads per second.
+
+Splitting both by the memory bus (32-bit units: the 5090 16, the 9070 XT 8, the 7600 4, the B580 6, the 5080 and 5070 Ti
+8; vendor figures, approximate):
+
+| Card | A per 32 bits (G reads/s) | P per 32 bits (W) | Nanojoules per random read (P / A) | Microjoules per hash | Against the 5090: watts ratio x reads ratio = joules ratio | Label |
+|---|---|---|---|---|---|---|
+| RTX 5090 at the lock | 1.08 | 19.6 | 18.2 | 2.33 | 1 | A measured, P measured |
+| RTX 5080 at 1,100 MHz | 1.14 | 18.3 | 16.1 | 2.06 | 0.94 x 0.95 = 0.88 | measured (rented) |
+| RX 9070 XT at the floor point | 0.30 | 18.7 | 61.7 | 7.9 | 0.95 x 3.6 = 3.4 | measured |
+| RX 9070 XT at stock | 0.30 | 25.3 | 84 | 10.7 | 1.29 x 3.6 = 4.6 | measured |
+| RX 7600 at stock, class v4 run | 0.44 | 28.3 | 63.5 | 8.14 | 1.44 x 2.4 = 3.5 | measured |
+| RX 7600 at stock, class v6 rate | 0.51 | 28.3 | 56 | 7.2 | 1.44 x 2.1 = 3.1 | modelled (watts from the v4 run) |
+| Arc B580 at stock | 0.23 | 18.3 | 78 to 80 | 10.4 | 0.93 x 4.7 = 4.4 | A measured, P estimated |
+| Apple M5 Max (for contrast) | 0.22 | 2.3 | 10.7 | 1.40 | 0.12 x 4.9 = 0.60 | measured |
+
+Reading: at their knees the AMD and Intel cards spend about the same watts per 32 bits of memory bus as the 5090
+(0.93x to 0.95x; the 7600 at stock and the 9070 XT at stock 1.3x to 1.4x because nothing has been taken off them), and
+the whole 3x to 4.5x is the random-read rate per 32 bits. Against the 5080 and the 5070 Ti (1.70 to 2.06) the same rows
+read 3.8x to 6.1x, which is the "4x to 6x" of ECO-05. The Mac shows the other way out: a memory system with a quarter of
+the 5090's random-read rate per bus width wins on joules because it spends an eighth of the watts per bus width.
+
+### 2.2 The random-read rate per 32 bits: where the 3.6x lives
+
+| Factor | 5090 against the 9070 XT | Label |
+|---|---|---|
+| Channels per 32-bit device: GDDR7 four, GDDR6 two | 2x | JEDEC device organisation, approximate |
+| Random reads per channel per second: 5090 about 270 M, 9070 XT about 150 M (the per-channel figure of floor/denominator.md) | 1.8x | modelled from the measured ceilings and the channel counts |
+| Product | 3.6x | matches the measured 1.08 / 0.30 |
+
+Within GDDR6 the per-channel rate varies 2.2x on the same DRAM family: the RX 7600 about 220 to 250 M per channel per
+second (8 channels; hash-implied, modelled), the 9070 XT about 150 M (16 channels; measured ceiling), the B580 about 115
+M (12 channels; measured ceiling). The 7600's rate says GDDR6 itself allows 1.5x to 2.2x more random reads per channel
+than the 9070 XT and the B580 obtain, so part of their deficit sits above the DRAM, in the memory controller, the fabric,
+the last-level cache path or address translation. That part is the only piece of the gap that software might reach
+(section 3, candidate 2); the GDDR7 against GDDR6 part is hardware. Tonight's B580 probe bounds the translation share
+on Xe2: its ceiling is 1.55 to 1.57 G/s at 256 MiB and 1.41 at 1024 MiB (measured), both far beyond its 18 MB L2, so
+the footprint (page reach) costs it about 10 percent and the other 90 percent of its per-channel shortfall is the memory
+controller and fabric's.
+
+Bandwidth is not the bound on the AMD and Intel cards: the 9070 XT moves 2.42 G x 64 bytes = 155 GB/s, 24 percent of its
+640 GB/s rating, and a 64-byte read costs it exactly what a 4-byte read costs (measured); the bound is the rate of random
+accesses, each opening a DRAM row. The 5090 at 64 bytes is the opposite case (it becomes bandwidth-bound and halves).
+
+### 2.3 The kernel's memory path on RDNA 3, RDNA 4 and Xe2
+
+Instrument: the class v6 OpenCL texts (`kernel.cl` of hl-v6-all, id 0x9d40978601a7df2a, and hl-v6-foldrw, id
+0x605d06cabc489f94, from build-1 `/srv/artefacts/packs/`) compiled offline with clang 18.1.3 for amdgcn-amd-amdhsa,
+-O3, OpenCL C 1.2, `IGNEUM_EXCHANGE 0` (the local-memory path the driver takes on the 9070 XT), the work-item and
+rotate built-ins shimmed to the target's own built-ins (no libclc on the box). The driver's compiler is AMD's own LLVM
+(the PAL,LC stack) of a different version, so these are **modelled** stand-ins for the driver's binary; the driver's own
+numbers come from the host's kernel line (private memory, local memory, sub-group) and, for the 9070 XT, the 5 October
+measurement (wave32, private memory 0).
+
+| Quantity | hl-v6-all, gfx1102 | hl-v6-all, gfx1201 | hl-v6-foldrw, gfx1102 | hl-v6-foldrw, gfx1201 | Label |
+|---|---|---|---|---|---|
+| Wave size | 32 | 32 | 32 | 32 | modelled; the driver reports wave32 on gfx1201 (measured, 5 Oct) |
+| VGPRs | 160 | 160 | 96 | 96 | modelled |
+| Waves per SIMD (LLVM 18's model) | 6 | 6 (LLVM 18 models 1,024 VGPRs for gfx1201; its gfx1100 model gives 9 at 156) | 10 | 10 | modelled |
+| Spills (scratch bytes) | 0 | 0 | 0 | 0 | modelled; the driver reports private memory 0 on the 9070 XT (measured, class v2) |
+| LDS per work-group | 256 B (the exchange's two buffers) | 256 B | 256 B | 256 B | modelled |
+| Barriers emitted | 0 (work-group = one wave32: elided) | 0 | 0 | 0 | modelled; matches WAVEFRONT.md's measured "barriers elided" |
+| Global loads in the loop body | 32 x global_load_b32 | 32 | 16 x global_load_b32 | 16 | modelled |
+| Loads with a full wait right after them | all 32 (51 vmcnt(0) waits) | all 32 | 13 of 16 (three overlap) | | modelled |
+| Hash-kernel code size | 33.6 KB | 34.0 KB | 6.3 KB | 6.6 KB | modelled |
+| Integer multiplies (mul_lo, mad, mul_hi) per body | 99 | 99 | 67 | 67 | modelled |
+
+The five questions the brief asks, answered on these numbers:
+
+1. **Wave size.** Wave32 on RDNA 3 and 4 (the compiler's choice and the driver's report); a work-group of 32 is one wave,
+   so the local-memory exchange compiles to LDS writes and reads with no barrier. The exchange path and the work-group
+   shape cost nothing on the 9070 XT (`--group-warps 1, 2, 4, 8` = 18.02 to 18.07 MH/s, measured 5 Oct). Xe2: the
+   kernel takes the khr or Intel sub-group shuffle only at a queried sub-group of exactly 32; the Arc's sub-group and
+   SIMD width under the 64-register window, measured tonight on the B580 (the host's kernel line, job
+   run-ae-pc2-b580-energy-20261008): the partner hl-v6-foldrw compiles at sub-group 32 and takes `sub_group_shuffle_xor`;
+   the window pack hl-v6-all drops to sub-group 16 (SIMD16, the Intel compiler's answer to 64 live registers), so the
+   host takes the local-memory exchange with barriers (256 bytes); private memory 0 in both (no spill). The cost of that
+   drop: none in rate (10.98 MH/s per unit of work against 11.01, -0.3 percent, measured), because the card is at 100
+   percent of its random-read ceiling either way.
+2. **The 16-byte read's coalescing.** Class v6 reads 4 bytes per load (program.json above); there is no 16-byte read in
+   the frozen object. The read-width experiment's 16-byte loads (w16) cost every card what 4 bytes cost (5090 139.8
+   against 136.1 MH/s, 9070 XT 17.90 against 18.15, measured 5 Oct): a lane's random read fetches a whole line (64 bytes
+   on AMD and Apple, a 32-byte sector on NVIDIA) and the 32 lanes of a wave hit 32 different lines (a 1 GiB dataset has
+   16.8 M 64-byte lines; two lanes of a wave share one with probability about 3 x 10^-5), so there is nothing to
+   coalesce.
+3. **LDS use.** 256 bytes per wave, only the exchange: 8 exchanges per iteration in the body of hl-v6-all, 4 in
+   hl-v6-foldrw, plus 13 per shadow pass x 27 passes; about 2,840 LDS write-read pairs per unit of work. At a few
+   picojoules per lane-access that is a few nanojoules per hash against 7,900 (modelled, under 0.1 percent).
+4. **The dependent-load chain's latency hiding.** Under the full chain every load's address mixes all 64 registers,
+   including the previous load's result, so each wave has one load in flight (all 32 loads wait vmcnt(0)). It does not
+   matter on these cards: 4,096 lanes in flight already saturate the 9070 XT's DRAM (2.64 G/s at 4,096 lanes, measured),
+   and occupancy 6 on 64 CUs holds 24,576 lanes (the 7600 at 32 CUs: 12,288). The latency is hidden by waves, not by
+   loads in flight within a wave, with 3x to 6x to spare.
+5. **Occupancy under the 64-register window.** 160 VGPRs against 96: 6 waves per SIMD against 10 (modelled), no spill.
+   Measured consequence on the 7600: none in rate (15.84 per unit of work against 15.79). On NVIDIA the hash lane
+   measured the window at 96/88 registers (5090) and 104/87 (4090), occupancy 67 to 83 percent, within 5 percent per
+   load. **GPU-03's AMD cell, rate: 0 percent per unit of work on the RX 7600 (measured, quiet, rate only); energy:
+   section 4. GPU-03's Intel cell, rate: -0.3 percent per unit of work on the Arc B580 (measured, quiet, rate only),
+   with the class v6 fingerprints equal to the CUDA and Metal references on both packs (5a6ad122a71a888f and
+   59e6708e46f1e87c, self-test PASS): the B580 computes class v6 bit-exact.**
+
+### 2.4 Where an AMD card's joules go (modelled split at the 9070 XT's floor point, 149.3 W, 18.9 MH/s)
+
+| Term | Watts | Basis | Label |
+|---|---|---|---|
+| ALU work | 6 to 12 | 55.3 k lane-ops per unit of work for the partner (8 iterations x (64 + 27 x 256 shadow ops)), 42 k for the window pack (its shadow covers two units); at 5 to 10 pJ per lane-op (the M5 Max's measured marginal 6.9 pJ per counted op as the scale); 17 percent of the card's measured 6.2 T int op/s chain throughput in use | modelled |
+| DRAM array and I/O for 2.42 G random 64-byte reads per second | 10 to 20 | 4 to 8 nJ per activate-read-transfer of a 64-byte burst (public GDDR6 figures, approximate) | modelled |
+| LDS exchange | under 0.2 | section 2.3 | modelled |
+| The rest: the die and board kept awake at full memory data rate (clock trees, fabric and last-level cache, memory PHY, VRM losses, fans) | about 120 | the remainder | modelled |
+
+The kernel's own work (ALU, LDS, the loads it issues) is 15 to 30 W of 149; the remainder is the price of a whole
+graphics card serving 8 or 16 GDDR6 channels' worth of random reads. That is why the knobs that take the core down
+without touching memory (the 9070 XT's grid: 24 points, the rate flat at 18.9 MH/s, measured) are worth more than any
+kernel text, and why they stop at the driver's floor (-500 MHz, -30 percent), not at the hash's.
+
+## 3. Candidate kernel changes that keep every hash identical, ranked
+
+Common to all: none changes the hash function, so none changes the adversary's cost (the adversary's chip computes the
+function, not our kernel), and none can help the adversary; each moves only the GPU side. The equality proof for each:
+(a) the pack's self-test on the changed kernel (cache head and FNV, dataset samples, 96 of 96 vector lanes), (b) the 2^24
+batch fingerprint at base nonce 0 equal to the unchanged kernel's and to the CUDA and Metal references on the same pack
+(hl-v6-foldrw 5a6ad122a71a888f, hl-v6-all 59e6708e46f1e87c on the pre-review export; the re-export's pair when it lands),
+on every platform the change ships to, (c) the P01 vector file (`igneum-pow hash-bound --count 1000000`, staged at
+build-1 `/srv/artefacts/packs/p01-vectors/`) through the changed kernel. P03 is then a paired energy and rate run on
+every mandatory cell the change touches (an OpenCL-only change touches no CUDA card). No candidate reduces the
+specialist's advantage, so none is a G2 upgrade: they are efficiency work on the baseline.
+
+| Rank | Change | Where | Expected gain (all modelled) | The test that proves equality | Risk under P03 | Clock |
+|---|---|---|---|---|---|---|
+| 0 (a baseline, not a candidate) | The AMD operating point below the driver's floor: a lower absolute core clock or a voltage offset where ADLX exposes one (RDNA 3 and 4 Adrenalin carry a voltage offset; ADLX's manual tuning interface for it is unverified here) | the Ember tune's AMD path, not the kernel | the ALU needs about 17 percent of the 9070 XT's shader throughput and about 30 percent of the 7600's (muls at a quarter rate), so the core can lose half its clock before the rate moves: 149 W to 110 to 125 W on the 9070 XT, 7.9 to 5.8 to 6.6 microjoules; the 7600 similar in proportion | clocks never change outputs; the grid's own per-point self-test and fingerprint | none on correctness; P03 places clock savings in the baseline, so it lowers the AMD baseline (ECO-05's input) and scores nothing as a candidate | the update-return lane's AMD knob; a read of ADLX's absolute and voltage interfaces by 12:00 tomorrow |
+| 1 | Occupancy throttle: launch only the lanes that saturate the DRAM (about 4,096 to 8,192 on the 9070 XT, measured) on a fraction of the CUs, so idle CUs clock-gate and the driver's power manager sees a partly idle die | host (a `--max-groups` cap on the dispatch, about 20 lines in host.c; the persistent-warp loop already exists for variant-5 packs) | 0 to 10 percent of the card's watts, unknown until measured; the ALU budget bounds the throttle at about a quarter of the 9070 XT's CUs and half the 7600's | per-nonce outputs do not depend on the launch shape (WAVEFRONT.md: work-groups of 32 to 256 bit-exact; the 2^24 fingerprint at every cap) | a cap below the ALU need loses rate; the sweep finds the knee | host flag and a sweep job: tomorrow 15:00 |
+| 2 | Find the GDDR6 per-channel shortfall above the DRAM (the 9070 XT and the B580 at 0.45x to 0.65x the 7600's per-channel rate) and remove it if it is software's: page size and TLB reach of the 1 GiB dataset buffer, the buffer's placement, the driver's allocation flags | host allocation and driver flags | on the B580 at most about 10 percent (its probe falls 10 percent from 256 to 1024 MiB, measured tonight: that is the translation share); the 9070 XT unprobed at two sizes, the same bound expected (modelled) | allocation never changes outputs; the fingerprint | none on correctness; a different allocation could cost the NVIDIA path nothing because it would be vendor-gated | B580 read tonight (10 percent); the 9070 XT's two-size probe when it is back in the housing |
+| 3 | Non-temporal dataset loads on AMD (`__builtin_nontemporal_load` in the OpenCL text, which AMD's LLVM lowers to the non-temporal bit on RDNA 3 and the TH_LOAD_NT hint on RDNA 4): no last-level-cache or L2 allocation for lines that are not reused | OpenCL text, AMD only | 0 to 3 percent of the watts (no 64-byte fill into the 32 or 64 MB cache per read); risk of losing the 3 to 6 percent of reads that hit that cache (0 to -3 percent rate) | the hint changes no value; the fingerprint and the vectors | the rate risk; paired run decides | an emitter flag and a PC 1 pair: tomorrow 15:00 |
+| 4 | The window's address mix computed incrementally: m is linear over GF(2) in the 64 registers, so m(src) = A xor T_src xor P xor rotr(P, 1), with T_k = rotl(r_k, 63 - k), A the xor of all T_k kept up to date on each register write (two ops per write) and P the xor of T_k below src; the compiler today emits about 108 ops per load (52 rotates, 54 xors, 2 xor3) | emitter, all three dialects | removes about 20 to 25 percent of the window pack's ALU ops per unit of work, so 1 to 2 percent of an AMD card's joules and less on NVIDIA (its ALU share is smaller still) | the identity is exact; a property test in igneum-pow over random register files and every src, then the fingerprint and vectors | none expected; it must not move the 5090 or 4090 window rows by more than noise | an emitter change on the hash lane's line, after the post-review freeze: days two and three |
+| 5 | The exchange through DPP or ds_swizzle instead of LDS (RDNA), sub-group shuffles on Intel | OpenCL text, vendor-gated | under 0.1 percent (section 2.3, item 3) | the fingerprint across the exchange paths (WAVEFRONT.md's emulator table already proves path equality) | none | not worth a slot; recorded to close the question |
+
+Not a candidate (changes the hash; recorded so it is not proposed again): reads of 64 bytes per load (w64) close the
+5090 against 9070 XT gap from 7.5x to 4.1x in rate, entirely by halving the 5090 (measured, 5 Oct), so the honest NVIDIA
+cells lose about 50 percent of accepted throughput against P03's 2 percent: out. W = 8 and W = 32 are standing rejected
+knobs. The hot table and the scratch read-modify-write cost the 9070 XT 13 to 33 percent (measured): out.
+
+What this means for the vendor question: no kernel change that keeps the hash identical is worth more than about 10
+percent on AMD (candidate 1) plus whatever candidate 2 finds above the DRAM; the 3x to 4.5x is GDDR7 against GDDR6 and a
+graphics card's fixed power over few channels. Closing it by changing the hash would cost the honest NVIDIA cards more
+than P03 allows, which the standing rule forbids ("no ratio is bought with honest GPU energy").
+
+## 4. Rows for the 21:00 economics landing and the P02 cohort, with clocks
+
+### 4.1 Tonight's two jobs
+
+| Job | Machine | What it reads | Instrument | Status and clock |
+|---|---|---|---|---|
+| run-ae-pc1-7600-energy-20261008 | PC 1 (ae432dc7), RX 7600 | memprobe at 1024 MiB; hl-v6-foldrw and hl-v6-all as the load at stock, plimit -30, gmax -500 with plimit -30; reset and read-back | the kit worker's bench (rate), ADLX through igneum-gpu-telemetry.exe every 5 s, samples after 20 s (watts) | published 19:41 UK behind the hash lane's ds2g and l8off; at 20:1x UK PC 1's runner was still held by the withdrawn overnight 7600 grid job (its last upload 19:06 UTC), so none of the three had started; the follow-up reset job run-ae-pc1-7600-reset-20261008 is queued behind it |
+| fetch-ae-ze-power-20261008 + run-ae-pc2-b580-energy-20261008 | PC 2 (1ccfe586), Arc B580 | memprobe at 256 and 1024 MiB; both v6 packs at stock | the kit worker's bench (rate), ze-power.exe (Level Zero sysman energy counters, read only, built on build-1 with mingw, sha256 354abddde13a5341521eb298a5728e65675af7474823faf9b8d5613caf840d8f) | ran 19:50 to 19:54 UK (268 s, done): rates, probes and fingerprints read; the energy counter unsupported unelevated (rc 0x78000003 on all three domains, the device seen as `Intel(R) Graphics [0xe20b]`) |
+
+
+### 4.2 The rows, each with its clock
+
+| # | Row | For | Value and label | Clock |
+|---|---|---|---|---|
+| 1 | The RX 7600's class v6 rate replaces the class v4 card-in rate in the reference population | the research lane's 21:00 landing | 15.79 MH/s (measured, quiet, rate only); the stock cell 7.2 microjoules (modelled on the v4 run's 113 W) until row 2 | now |
+| 2 | The RX 7600 metered at stock and at two knob points on class v6 | the 21:00 landing; ECO-05's section 5 condition (a 7600 knee under 5 microjoules adds the worlds at 0.03 and 0.10) | OWED: the PC 1 runner had not reached the job at landing; until it reports, the cells stay 7.2 at stock (modelled on the class v4 run's 113 W) and 5.0 to 5.4 at the floor point (modelled: the 9070 XT's 24 percent, or a flat rate at -30 percent power) | when PC 1's runner reaches it, about 20 minutes after the hash lane's ds2g and l8off; the rows go to the research lane's ECO-05 batch 02 the minute they land |
+| 3 | The Arc B580 on class v6 | the 21:00 landing; ECO-05's section 5 condition (a B580 under 8 adds worlds) | rate 11.01 MH/s (measured, KT); watts NOT READ: the Level Zero sysman energy counter answers unsupported (0x78000003) unelevated on driver 32.0.101.6733, so the cell stays about 110 W estimated, 10.0 microjoules (estimated); under 8 would need under 88 W | rate landed 19:54 UK; watts owed: an unelevated IGCL telemetry read (unverified) or a wall meter, tomorrow 15:00; an elevated read needs main's exception to the nothing-elevated rule |
+| 4 | GPU-03's AMD cell: the window's cost per unit of work on the RX 7600 | the register (row 11 and GPU-03) | rate 0 percent (15.84 against 15.79, measured, KT); energy OWED with row 2 (the same job reads both packs at each point) | rate landed; energy with row 2 |
+| 5 | GPU-03's Intel cell | the register | rate -0.3 percent per unit of work (measured, KT); SIMD16 under the window, no spill; fingerprints equal on both packs; energy not read | landed 19:54 UK |
+| 6 | The named cause of ECO-05's two-vendor failure | the 21:00 landing's text and eco-05-results.md | section 0 and 2.1 of this file (per 32 bits of bus: the same watts, 0.21x to 0.47x the random reads) | landed with this file |
+| 7 | The 9070 XT | the cohort | unchanged: 7.9 at the floor point (measured); no v6 row tonight (out of the housing since 14:2x) | when it is back on the bus |
+
+### 4.3 The P02 cohort, AMD and Intel cells
+
+| P02 requirement | State tonight | Owed |
+|---|---|---|
+| At least 3 AMD retail configurations | 2 measured (RX 9070 XT 16 GB, RX 7600 8 GB); the 9060 XT and 7600 XT are in the card-in queue, not on a PC | a third AMD card on PC 1; the hash lane's card-in job runs it as it arrives |
+| An advertised 8 GB mining tier | the RX 7600 8 GB (measured; the 5.5 GiB dataset fits at 6,732 MiB of 8,176) | |
+| Usable, not nominal, memory | the 7600's 8,176 MiB (measured) | the B580's and the 9070 XT's usable figure from the host's device line |
+| Every advertised vendor in the competitive core | Intel: the Arc B580 only; its class v6 rate and fingerprints measured tonight, its watts not readable unelevated | a second Intel configuration if Intel stays advertised |
+| Calibrated wall meter, at most 2 percent | none: every AMD and Intel watt is ADLX or Level Zero device telemetry | a wall meter on each PC (a purchase and a hand at the socket); until then every row reads "device-reported" |
+| 5 paired 30-minute runs per primary cell after 15 minutes of warm-up | none: tonight's points are about 1 minute each after 20 s | the paired protocol on PC 1 and PC 2 once the 2.0 devnet mines there (GPU-02 and GPU-03 under the standard) |
+| Three unaffiliated operators | none | the served kit (D1) |
+
+## 5. Unverified and owed
+
+- The offline compiles are LLVM 18 standing in for AMD's driver compiler; the driver's VGPR count and wave size on the
+  7600 and the B580 come from tonight's host kernel lines.
+- The channel counts per device and the GDDR6 and GDDR7 energy per access are JEDEC and public figures, approximate.
+- The split of section 2.4 is modelled; only a per-rail reading (not available through ADLX) would measure it.
+- The B580's watts: the Level Zero sysman energy counter is unsupported unelevated on driver 32.0.101.6733 (measured
+  tonight); the 110 W stays an estimate until an unelevated IGCL read, a wall meter, or main's exception for one
+  elevated read.
+- The RX 7600's metered class v6 rows (job run-ae-pc1-7600-energy-20261008, queued on PC 1 behind a held runner).
+- The ALU energy per op on RDNA is taken at the M5 Max's measured scale, not measured on AMD.
+- Candidate 0's ADLX absolute-clock and voltage interfaces are unverified on the tool; candidates 1 to 4 are unmeasured.

docs/analysis/class-v6/amd-intel-energy/offline-compile-prelude.h

@@ -0,0 +1,10 @@
+// shims for an offline AMDGPU compile without libclc (analysis only; never a mining kernel)
+#define get_global_id(d) ((size_t)(__builtin_amdgcn_workgroup_id_x() * 32u + __builtin_amdgcn_workitem_id_x()))
+#define get_local_id(d) ((size_t)__builtin_amdgcn_workitem_id_x())
+#define get_global_size(d) ((size_t)(1u<<20))
+#define get_sub_group_size() 32u
+#define rotate(x, n) __builtin_rotateleft32((x), (n))
+#define mul_hi(a, b) ((uint)(((ulong)(a) * (ulong)(b)) >> 32))
+#define barrier(f) do { __builtin_amdgcn_fence(__ATOMIC_RELEASE, "workgroup"); __builtin_amdgcn_s_barrier(); __builtin_amdgcn_fence(__ATOMIC_ACQUIRE, "workgroup"); } while (0)
+#define vload4(o, p) (*(const __global uint4*)((p) + 4u*(o)))
+#define vstore4(v, o, p) (*(__global uint4*)((p) + 4u*(o)) = (v))

docs/analysis/class-v6/amd-intel-energy/offline-isa-summary.txt

@@ -0,0 +1,34 @@
+== hl-v6-all-gfx1102 (clang 18.1.3, -O3, OpenCL C 1.2, IGNEUM_EXCHANGE 0)
+; codeLenInByte = 33576
+; NumSgprs: 18
+; NumVgprs: 160
+; ScratchSize: 0
+; LDSByteSize: 256 bytes/workgroup (compile time only)
+; Occupancy: 6
+global_load_b32 32; s_barrier 0; full waits 51; VALU 4080; v_alignbit 1657; v_xor_b32 1724; v_xor3 72; int mul 99; ds_ 42; scratch 0
+== hl-v6-all-gfx1201 (clang 18.1.3, -O3, OpenCL C 1.2, IGNEUM_EXCHANGE 0)
+; codeLenInByte = 34004
+; NumSgprs: 18
+; NumVgprs: 160
+; ScratchSize: 0
+; LDSByteSize: 256 bytes/workgroup (compile time only)
+; Occupancy: 6
+global_load_b32 32; s_barrier 0; full waits 49; VALU 4077; v_alignbit 1657; v_xor_b32 1724; v_xor3 72; int mul 99; ds_ 42; scratch 0
+== hl-v6-foldrw-gfx1102 (clang 18.1.3, -O3, OpenCL C 1.2, IGNEUM_EXCHANGE 0)
+; codeLenInByte = 6268
+; NumSgprs: 20
+; NumVgprs: 96
+; ScratchSize: 0
+; LDSByteSize: 256 bytes/workgroup (compile time only)
+; Occupancy: 10
+global_load_b32 16; s_barrier 0; full waits 25; VALU 675; v_alignbit 84; v_xor_b32 104; v_xor3 20; int mul 67; ds_ 34; scratch 0
+== hl-v6-foldrw-gfx1201 (clang 18.1.3, -O3, OpenCL C 1.2, IGNEUM_EXCHANGE 0)
+; codeLenInByte = 6584
+; NumSgprs: 20
+; NumVgprs: 96
+; ScratchSize: 0
+; LDSByteSize: 256 bytes/workgroup (compile time only)
+; Occupancy: 10
+global_load_b32 16; s_barrier 0; full waits 23; VALU 675; v_alignbit 84; v_xor_b32 104; v_xor3 20; int mul 67; ds_ 34; scratch 0
+b3314b187c414925e52febb3683120cf7f8db2c8f4b802816b964d705c33c571  ../hl-v6-all/hl-v6-all/kernel.cl
+b66c22e859244f86f164e05841858ed1d39b42f1ab6611504872c652fb02ee23  ../hl-v6-foldrw/hl-v6-foldrw/kernel.cl

docs/analysis/class-v6/amd-intel-energy/run-ae-pc1-7600-energy-20261008.ps1

@@ -0,0 +1,107 @@
+# AMD-and-Intel energy lane (Igneum 2.0 register: GPU-03's AMD cells, ECO-05's owed RX 7600 knee), 8 October 2026.
+# The three-card Windows rig's RX 7600 (OpenCL gfx1102), measure only, unelevated: the class v6 kit's own igneum-worker-opencl.exe is the load
+# (--bench-pack, no app involvement: the app is never quit, paused or resumed, no api/cards, no app tune), the rebuilt
+# igneum-gpu-telemetry.exe (ADLX GPUPower, else GPUTotalBoardPower) samples every 5 s beside it, at three knob points:
+# stock, plimit -30, gmax -500 + plimit -30 (the 9070 XT's best). ADLX manual tuning is reset at the end and a read-back
+# sample is printed. First: --memprobe at 1024 MiB (the card's dependent random-read ceiling, the 9070 XT's and B580's
+# instrument). Every result line starts with RESULT; SUMMARY {json} ends it. The sampler is a child process whose pid is
+# written to this job's folder and stopped by that pid only.
+$ErrorActionPreference = 'Continue'
+$jobName = 'pc1-7600-energy'
+$started = Get-Date
+function Stamp { (Get-Date).ToUniversalTime().ToString('yyyy-MM-ddTHH:mm:ssZ') }
+function Summary([string] $status, [hashtable] $extra) {
+  $o = [ordered]@{ job = $jobName; status = $status; duration_s = [int]((Get-Date) - $started).TotalSeconds; finished_at = (Stamp) }
+  foreach ($k in $extra.Keys) { $o[$k] = $extra[$k] }
+  'SUMMARY ' + ($o | ConvertTo-Json -Compress -Depth 5)
+}
+"RESULT start $(Stamp) job=$jobName machine=$env:COMPUTERNAME app_version=$env:IGNEUM_APP_VERSION"
+$jobs = Split-Path $env:IGNEUM_JOB_DIR
+$kitId = $env:IGNEUM_V6_KIT_ID; if (-not $kitId) { $kitId = 'fetch-class-v6-kit-20261008' }
+$kit = Join-Path $jobs $kitId
+$exe = Join-Path $kit 'bin\windows\igneum-worker-opencl.exe'
+$packs = Join-Path $kit 'packs'
+if (-not (Test-Path $exe)) { "RESULT error worker missing at $exe (fetch job $kitId first)"; Summary 'failed' @{ error = 'worker missing' }; exit 2 }
+"RESULT worker $exe sha256 $((Get-FileHash -Algorithm SHA256 $exe).Hash.ToLower()) kit=$kitId"
+# the telemetry tool: the newest job-folder copy that prints a tune line, else the installed one (the grid playbook's rule)
+$install = Join-Path $env:LOCALAPPDATA 'Programs\Igneum Miner'
+$tool = $null; $cands = @()
+$jobsDir = Join-Path $env:LOCALAPPDATA 'igneum\app\jobs'
+if (Test-Path -LiteralPath $jobsDir) { $cands += @(Get-ChildItem -LiteralPath $jobsDir -Recurse -Filter 'igneum-gpu-telemetry*.exe' -ErrorAction SilentlyContinue | Sort-Object LastWriteTime -Descending | ForEach-Object { $_.FullName }) }
+$cands += Join-Path $install 'igneum-gpu-telemetry.exe'
+foreach ($c in $cands) { if (-not (Test-Path -LiteralPath $c)) { continue }; $pr = @(& $c --tune 2>&1 | ForEach-Object { "$_" }) | Where-Object { $_ -match '^tune \d+ ' }; if ($pr) { $tool = $c; break } }
+if (-not $tool) { "RESULT error no telemetry tool with a tune line"; Summary 'failed' @{ error = 'no tool' }; exit 2 }
+"RESULT tool $tool sha256 $((Get-FileHash -LiteralPath $tool -Algorithm SHA256).Hash.ToLower())"
+$tune = @(& $tool --tune 2>&1 | ForEach-Object { "$_" })
+$tune | ForEach-Object { "RESULT tune $_" }
+$line = $tune | Where-Object { $_ -match '^tune (\d+) name "([^"]*7600[^"]*)" .* ok\s*$' } | Select-Object -First 1
+if (-not $line) { "RESULT error no RX 7600 tune line"; Summary 'failed' @{ error = 'no 7600 tune line' }; exit 2 }
+$ord = [int]([regex]::Match($line, '^tune (\d+)').Groups[1].Value)
+$gr = [regex]::Match($line, 'gmax_range (-?\d+) (-?\d+)'); $prr = [regex]::Match($line, 'plimit_range (-?\d+) (-?\d+)')
+"RESULT card ordinal=$ord gmax_range=$($gr.Groups[1].Value)..$($gr.Groups[2].Value) plimit_range=$($prr.Groups[1].Value)..$($prr.Groups[2].Value)"
+# the OpenCL device of the 7600
+$list = @(& $exe --list 2>&1 | ForEach-Object { "$_" }); $list | ForEach-Object { "RESULT list $_" }
+$dev = $null; foreach ($l in $list) { if ($l -match '^\s*\[(\d+)\].*gfx1102' -and $l -notmatch 'dup') { $dev = [int]$Matches[1]; break } }
+if ($null -eq $dev) { "RESULT error no gfx1102 in --list"; Summary 'failed' @{ error = 'no gfx1102' }; exit 2 }
+$w = @(Get-CimInstance Win32_Process -Filter "Name = 'igneum-worker-opencl.exe'" -ErrorAction SilentlyContinue | ForEach-Object { "$($_.ProcessId):[$($_.CommandLine -replace '\s+', ' ')]" })
+$loaded = ($w | Where-Object { $_ -match "--device\s+$dev(\s|$)" }).Count -gt 0
+"RESULT device $dev gfx1102 card_state=$(if ($loaded) { 'loaded (another worker on the card: the rows are labelled loaded)' } else { 'quiet' }) workers=[$($w -join ' ')]"
+function SampleLine() { @(& $tool 2>&1 | ForEach-Object { "$_" }) | Where-Object { $_ -match ('^amd ' + $ord + ' ') } | Select-Object -First 1 }
+"RESULT idle_sample $(Stamp) $(SampleLine)"
+# 1. the random-read ceiling at the dataset size
+$mp = @(& $exe --memprobe --probe-mib 1024 --device $dev 2>&1 | ForEach-Object { "$_" })
+$mp | ForEach-Object { "RESULT memprobe $_" }
+# 2. the three knob points x the two packs, the bench as the load, the sampler beside it
+$sampler = Join-Path $env:IGNEUM_JOB_DIR 'sampler.ps1'
+$pidFile = Join-Path $env:IGNEUM_JOB_DIR 'sampler.pid'
+Set-Content -LiteralPath $sampler -Value @'
+param([string] $tool, [int] $ord, [string] $out)
+while ($true) { $l = @(& $tool 2>&1 | ForEach-Object { "$_" }) | Where-Object { $_ -match ('^amd ' + $ord + ' ') } | Select-Object -First 1; Add-Content -LiteralPath $out -Value ((Get-Date).ToUniversalTime().ToString('o') + ' ' + $l); Start-Sleep -Seconds 5 }
+'@
+function SetPoint([int] $g, [int] $p) {
+  $a = @(& $tool --card $ord --set-gmax $g 2>&1 | ForEach-Object { "$_" }) | Where-Object { $_ -match '^tune ' } | Select-Object -First 1
+  $b = @(& $tool --card $ord --set-plimit $p 2>&1 | ForEach-Object { "$_" }) | Where-Object { $_ -match '^tune ' } | Select-Object -First 1
+  return @{ ok = (($a -match ' ok\s*$') -and ($b -match ' ok\s*$')); lines = ($a + ' | ' + $b) }
+}
+$rows = @()
+$points = @(@(0, 0), @(0, -30), @(-500, -30))
+foreach ($pt in $points) {
+  $g = $pt[0]; $p = $pt[1]
+  if ($g -lt [int]$gr.Groups[1].Value -or $p -lt [int]$prr.Groups[1].Value) { "RESULT point gmax=$g plimit=$p skipped (outside the card's range)"; continue }
+  $set = SetPoint $g $p
+  "RESULT point gmax=$g plimit=$p set ok=$($set.ok) $($set.lines)"
+  if (-not $set.ok) { continue }
+  foreach ($pk in @('hl-v6-foldrw', 'hl-v6-all')) {
+    $d = Join-Path $packs $pk
+    $nb = if ($pk -eq 'hl-v6-all') { 40 } else { 80 }
+    $samp = Join-Path $env:IGNEUM_JOB_DIR ("samples-$pk-g$g-p$p.txt")
+    $sp = Start-Process -FilePath 'powershell.exe' -ArgumentList @('-NoProfile', '-ExecutionPolicy', 'Bypass', '-File', $sampler, '-tool', $tool, '-ord', $ord, '-out', $samp) -WindowStyle Hidden -PassThru
+    Set-Content -LiteralPath $pidFile -Value $sp.Id
+    $t0 = Get-Date
+    $out = @(& $exe --bench-pack --pack $d --device $dev --batch-log2 24 --batches $nb 2>&1 | ForEach-Object { "$_" })
+    $t1 = Get-Date
+    $spid = [int](Get-Content -LiteralPath $pidFile); Stop-Process -Id $spid -Force -ErrorAction SilentlyContinue; Remove-Item -LiteralPath $pidFile -ErrorAction SilentlyContinue
+    foreach ($l in $out) { if ($l -match '^(pack |class |RESULT |FAIL|error|warm-up|kernel|exchange)') { "RESULT bench $pk g=$g p=$p out $l" } }
+    $res = $out | Where-Object { $_ -match '^RESULT ' } | Select-Object -Last 1
+    $fp = ''; $mhs = 0; $check = ''
+    if ($res -match 'fingerprint=([0-9a-f]{16})') { $fp = $Matches[1] }
+    if ($res -match 'mhs=([0-9.]+)') { $mhs = [double]$Matches[1] }
+    if ($res -match 'check=(\w+)') { $check = $Matches[1] }
+    # the watts: samples from 20 s after the bench started (the dataset build and warm-up excluded) to its end
+    $ws = @(); $gc = @(); $raw = @()
+    if (Test-Path -LiteralPath $samp) { foreach ($s in Get-Content -LiteralPath $samp) { $raw += $s; $ts = [datetime]::Parse(($s -split ' ')[0]).ToUniversalTime(); if ($ts -ge $t0.ToUniversalTime().AddSeconds(20) -and $ts -le $t1.ToUniversalTime()) { $m = [regex]::Match($s, ' watts (-?[\d.]+)'); if ($m.Success -and [double]$m.Groups[1].Value -gt 0) { $ws += [double]$m.Groups[1].Value }; $c = [regex]::Match($s, ' gclk_mhz (-?[\d.]+)'); if ($c.Success) { $gc += [double]$c.Groups[1].Value } } } }
+    $raw | Select-Object -First 3 | ForEach-Object { "RESULT sample $pk g=$g p=$p $_" }
+    $wm = if ($ws.Count) { [math]::Round((($ws | Measure-Object -Average).Average), 1) } else { 0 }
+    $gm = if ($gc.Count) { [math]::Round((($gc | Measure-Object -Average).Average), 0) } else { 0 }
+    $uj = if ($mhs -gt 0 -and $wm -gt 0) { [math]::Round($wm / $mhs, 3) } else { 0 }
+    "RESULT ROW card=RX7600 pack=$pk gmax_off=$g plimit=$p mhs=$mhs watts=$wm uj_per_hash=$uj gclk=$gm samples=$($ws.Count) seconds=$([int]($t1 - $t0).TotalSeconds) fingerprint=$fp check=$check $(Stamp)"
+    $rows += [ordered]@{ pack = $pk; g = $g; p = $p; mhs = $mhs; watts = $wm; uj = $uj; gclk = $gm; samples = $ws.Count; fingerprint = $fp; check = $check }
+  }
+}
+$r = @(& $tool --card $ord --reset 2>&1 | ForEach-Object { "$_" }) | Where-Object { $_ -match '^tune ' } | Select-Object -First 1
+"RESULT reset $r"
+Start-Sleep -Seconds 3
+"RESULT after_reset_sample $(Stamp) $(SampleLine)"
+"RESULT after_reset_tune $((@(& $tool --tune 2>&1 | ForEach-Object { "$_" }) | Where-Object { $_ -match ('^tune ' + $ord + ' ') } | Select-Object -First 1))"
+Summary $(if ($rows.Count) { 'done' } else { 'failed' }) @{ rows = $rows; device = $dev; ordinal = $ord; kit = $kitId }
+exit $(if ($rows.Count) { 0 } else { 1 })

docs/analysis/class-v6/amd-intel-energy/run-ae-pc1-7600-reset-20261008.ps1

@@ -0,0 +1,23 @@
+# AMD-and-Intel energy lane, 8 October 2026: the guaranteed ADLX reset of the RX 7600 after run-ae-pc1-7600-energy-20261008
+# (a timeout, a killed job tree or a lost relay must never leave the card capped). Unelevated; the card's ordinal from the
+# tool's own tune line (the integrated Radeon's all-dash line is not a card); --reset, then a tune-line read-back.
+$ErrorActionPreference = 'Continue'
+$install = Join-Path $env:LOCALAPPDATA 'Programs\Igneum Miner'
+$tool = $null; $cands = @()
+$jobsDir = Join-Path $env:LOCALAPPDATA 'igneum\app\jobs'
+if (Test-Path -LiteralPath $jobsDir) { $cands += @(Get-ChildItem -LiteralPath $jobsDir -Recurse -Filter 'igneum-gpu-telemetry*.exe' -ErrorAction SilentlyContinue | Sort-Object LastWriteTime -Descending | ForEach-Object { $_.FullName }) }
+$cands += Join-Path $install 'igneum-gpu-telemetry.exe'
+foreach ($c in $cands) { if (-not (Test-Path -LiteralPath $c)) { continue }; $pr = @(& $c --tune 2>&1 | ForEach-Object { "$_" }) | Where-Object { $_ -match '^tune \d+ ' }; if ($pr) { $tool = $c; break } }
+if (-not $tool) { 'RESULT error no telemetry tool with a tune line'; 'SUMMARY {"job":"pc1-7600-reset","status":"failed"}'; exit 2 }
+$line = @(& $tool --tune 2>&1 | ForEach-Object { "$_" }) | Where-Object { $_ -match '^tune (\d+) name "([^"]*7600[^"]*)" .* ok\s*$' } | Select-Object -First 1
+if (-not $line) { 'RESULT error no RX 7600 tune line'; 'SUMMARY {"job":"pc1-7600-reset","status":"failed"}'; exit 2 }
+$ord = [int]([regex]::Match($line, '^tune (\d+)').Groups[1].Value)
+"RESULT before $line"
+$r = @(& $tool --card $ord --reset 2>&1 | ForEach-Object { "$_" }) | Where-Object { $_ -match '^tune ' } | Select-Object -First 1
+"RESULT reset $r"
+Start-Sleep -Seconds 2
+$after = @(& $tool --tune 2>&1 | ForEach-Object { "$_" }) | Where-Object { $_ -match ('^tune ' + $ord + ' ') } | Select-Object -First 1
+"RESULT after $after"
+$ok = ($after -match ' gmax 0 ') -and ($after -match ' plimit 0 ')
+"SUMMARY {""job"":""pc1-7600-reset"",""status"":""$(if ($ok) { 'done' } else { 'check' })"",""ordinal"":$ord}"
+exit 0

docs/analysis/class-v6/amd-intel-energy/run-ae-pc2-b580-energy-20261008.ps1

@@ -0,0 +1,70 @@
+# AMD-and-Intel energy lane (Igneum 2.0 register: GPU-03's Intel cell, ECO-05's owed B580 watts), 8 October 2026.
+# The second Windows rig's Intel Arc B580, measure only, unelevated, no knob written (Intel has none in our tools): the class v6 kit's own
+# igneum-worker-opencl.exe is the load (--bench-pack; the app is never quit, paused or resumed, no api/cards), and
+# ze-power.exe (fetch job fetch-ae-ze-power-20261008, sha256 354abddd...; Level Zero sysman energy counters through the
+# driver's ze_loader.dll, read only) samples every 5 s beside it. First: --memprobe at 256 and 1024 MiB (the dependent
+# random-read ceiling; two sizes to see whether the rate falls with the footprint beyond the caches, a TLB-reach sign).
+# The sampler is a child process whose pid is written to this job's folder and stopped by that pid only.
+$ErrorActionPreference = 'Continue'
+$env:IGNEUM_V6_KIT_ID = 'fetch-class-v6-kit-20261008'
+$jobName = 'pc2-b580-energy'
+$started = Get-Date
+function Stamp { (Get-Date).ToUniversalTime().ToString('yyyy-MM-ddTHH:mm:ssZ') }
+function Summary([string] $status, [hashtable] $extra) {
+  $o = [ordered]@{ job = $jobName; status = $status; duration_s = [int]((Get-Date) - $started).TotalSeconds; finished_at = (Stamp) }
+  foreach ($k in $extra.Keys) { $o[$k] = $extra[$k] }
+  'SUMMARY ' + ($o | ConvertTo-Json -Compress -Depth 5)
+}
+"RESULT start $(Stamp) job=$jobName machine=$env:COMPUTERNAME app_version=$env:IGNEUM_APP_VERSION"
+$jobs = Split-Path $env:IGNEUM_JOB_DIR
+$ze = Join-Path (Join-Path $jobs 'fetch-ae-ze-power-20261008') 'ze-power.exe'
+if (-not (Test-Path $ze)) { $ze = @(Get-ChildItem -LiteralPath $jobs -Recurse -Filter 'ze-power.exe' -ErrorAction SilentlyContinue | Select-Object -First 1 | ForEach-Object { $_.FullName }) | Select-Object -First 1 }
+if (-not $ze -or -not (Test-Path $ze)) { "RESULT error ze-power.exe missing (fetch job fetch-ae-ze-power-20261008 first)"; Summary 'failed' @{ error = 'no sampler' }; exit 2 }
+"RESULT sampler $ze sha256 $((Get-FileHash -Algorithm SHA256 $ze).Hash.ToLower())"
+@(& $ze 2>&1 | ForEach-Object { "$_" }) | ForEach-Object { "RESULT ze_idle $_" }
+# the kit: IGNEUM_V6_KIT_ID, else the newest job folder holding the worker and packs\hl-v6-foldrw
+$kit = $null
+if ($env:IGNEUM_V6_KIT_ID) { $kit = Join-Path $jobs $env:IGNEUM_V6_KIT_ID }
+if (-not $kit -or -not (Test-Path $kit)) { $kit = @(Get-ChildItem -LiteralPath $jobs -Directory -ErrorAction SilentlyContinue | Where-Object { (Test-Path (Join-Path $_.FullName 'packs\hl-v6-foldrw\kernel_bound.cl')) -and (Test-Path (Join-Path $_.FullName 'bin\windows\igneum-worker-opencl.exe')) } | Sort-Object LastWriteTime -Descending | ForEach-Object { $_.FullName }) | Select-Object -First 1 }
+if (-not $kit) { "RESULT error no class v6 kit on this PC"; Summary 'failed' @{ error = 'no kit' }; exit 2 }
+$exe = Join-Path $kit 'bin\windows\igneum-worker-opencl.exe'; $packs = Join-Path $kit 'packs'
+"RESULT worker $exe sha256 $((Get-FileHash -Algorithm SHA256 $exe).Hash.ToLower()) kit=$(Split-Path $kit -Leaf)"
+$list = @(& $exe --list 2>&1 | ForEach-Object { "$_" }); $list | ForEach-Object { "RESULT list $_" }
+$dev = $null; foreach ($l in $list) { if ($l -match '^\s*\[(\d+)\].*(B580|Arc|Battlemage)' -and $l -notmatch 'dup') { $dev = [int]$Matches[1]; break } }
+if ($null -eq $dev) { "RESULT error no Arc B580 in --list"; Summary 'failed' @{ error = 'no B580' }; exit 2 }
+$w = @(Get-CimInstance Win32_Process -Filter "Name = 'igneum-worker-opencl.exe'" -ErrorAction SilentlyContinue | ForEach-Object { "$($_.ProcessId):[$($_.CommandLine -replace '\s+', ' ')]" })
+$loaded = ($w | Where-Object { $_ -match "--device\s+$dev(\s|$)" }).Count -gt 0
+"RESULT device $dev card_state=$(if ($loaded) { 'loaded' } else { 'quiet' }) workers=[$($w -join ' ')]"
+foreach ($mib in @(256, 1024)) { @(& $exe --memprobe --probe-mib $mib --device $dev 2>&1 | ForEach-Object { "$_" }) | ForEach-Object { "RESULT memprobe $mib $_" } }
+$pidFile = Join-Path $env:IGNEUM_JOB_DIR 'ze.pid'
+$rows = @()
+foreach ($pk in @('hl-v6-foldrw', 'hl-v6-all')) {
+  $d = Join-Path $packs $pk
+  if (-not (Test-Path (Join-Path $d 'kernel_bound.cl'))) { "RESULT error pack $pk missing"; continue }
+  $nb = if ($pk -eq 'hl-v6-all') { 30 } else { 60 }
+  $samp = Join-Path $env:IGNEUM_JOB_DIR ("ze-$pk.txt")
+  $sp = Start-Process -FilePath $ze -ArgumentList @('-l', '5') -RedirectStandardOutput $samp -WindowStyle Hidden -PassThru
+  Set-Content -LiteralPath $pidFile -Value $sp.Id
+  $t0 = Get-Date
+  $out = @(& $exe --bench-pack --pack $d --device $dev --batch-log2 24 --batches $nb 2>&1 | ForEach-Object { "$_" })
+  $t1 = Get-Date
+  $zpid = [int](Get-Content -LiteralPath $pidFile); Stop-Process -Id $zpid -Force -ErrorAction SilentlyContinue; Remove-Item -LiteralPath $pidFile -ErrorAction SilentlyContinue
+  foreach ($l in $out) { if ($l -match '^(pack |class |RESULT |FAIL|error|warm-up|kernel|exchange)') { "RESULT bench $pk out $l" } }
+  $res = $out | Where-Object { $_ -match '^RESULT ' } | Select-Object -Last 1
+  $fp = ''; $mhs = 0; $check = ''
+  if ($res -match 'fingerprint=([0-9a-f]{16})') { $fp = $Matches[1] }
+  if ($res -match 'mhs=([0-9.]+)') { $mhs = [double]$Matches[1] }
+  if ($res -match 'check=(\w+)') { $check = $Matches[1] }
+  # ze lines arrive every 5 s; the lines after the first 20 s of the bench (warm-up and dataset build excluded): the sampler
+  # started with the bench, so the first four sample rounds are dropped
+  $lines = @(); if (Test-Path -LiteralPath $samp) { $lines = @(Get-Content -LiteralPath $samp) }
+  $lines | Select-Object -First 6 | ForEach-Object { "RESULT ze $pk $_" }
+  $dom = @{}
+  $round = @{}
+  foreach ($l in $lines) { if ($l -match '^intel (\d+) dom (\d+) card (\d) watts ([\d.]+)') { $k = "$($Matches[1])/$($Matches[2])/card$($Matches[3])"; if (-not $round.ContainsKey($k)) { $round[$k] = 0 }; $round[$k]++; if ($round[$k] -gt 4) { if (-not $dom.ContainsKey($k)) { $dom[$k] = @() }; $dom[$k] += [double]$Matches[4] } } }
+  $dm = [ordered]@{}
+  foreach ($k in $dom.Keys) { $dm[$k] = [math]::Round((($dom[$k] | Measure-Object -Average).Average), 1); "RESULT ROW card=ArcB580 pack=$pk domain=$k mhs=$mhs watts=$($dm[$k]) uj_per_hash=$(if ($mhs -gt 0) { [math]::Round($dm[$k] / $mhs, 3) } else { 0 }) samples=$($dom[$k].Count) seconds=$([int]($t1 - $t0).TotalSeconds) fingerprint=$fp check=$check $(Stamp)" }
+  $rows += [ordered]@{ pack = $pk; mhs = $mhs; watts = $dm; fingerprint = $fp; check = $check }
+}
+Summary $(if ($rows.Count) { 'done' } else { 'failed' }) @{ rows = $rows; device = $dev }
+exit $(if ($rows.Count) { 0 } else { 1 })

docs/analysis/class-v6/amd-intel-energy/ze-power.c

@@ -0,0 +1,98 @@
+/* ze-power: Intel GPU power from the Level Zero sysman energy counters (AMD-and-Intel energy lane, 8 October 2026).
+ * Windows: loads ze_loader.dll (installed by the Intel graphics driver) at run time; no SDK, no headers.
+ *   ze-power.exe            one reading: two energy-counter reads 1 s apart per power domain
+ *   ze-power.exe -l N       a line every N seconds until killed
+ * Line: intel <dev> dom <k> card <0|1> watts <W> energy_uj <E> ts_us <T> name "<first printable strings>"
+ * The counter is the device's own (package or card domain, as the driver exposes it), not the wall. Read only:
+ * no set call exists in this program. */
+#include <stdio.h>
+#include <stdint.h>
+#include <string.h>
+#include <stdlib.h>
+#include <windows.h>
+typedef int32_t zr;
+typedef void *H;
+typedef struct { uint64_t energy; uint64_t timestamp; } ecnt;
+typedef zr (__cdecl *f_init)(uint32_t);
+typedef zr (__cdecl *f_get)(uint32_t *, H *);
+typedef zr (__cdecl *f_get2)(H, uint32_t *, H *);
+typedef zr (__cdecl *f_card)(H, H *);
+typedef zr (__cdecl *f_cnt)(H, ecnt *);
+typedef zr (__cdecl *f_props)(H, void *);
+#define MAXD 8
+#define MAXP 8
+static void names(H dev, f_props gp, char *out, size_t cap) {
+    out[0] = 0;
+    if (!gp) return;
+    static unsigned char buf[8192];
+    memset(buf, 0, sizeof buf);
+    *(uint32_t *)(buf + 0) = 0x1;   /* ZES_STRUCTURE_TYPE_DEVICE_PROPERTIES */
+    *(uint32_t *)(buf + 16) = 0x3;  /* core: ZE_STRUCTURE_TYPE_DEVICE_PROPERTIES */
+    if (gp(dev, buf) != 0) return;
+    size_t o = 0; int run = 0; size_t start = 0;
+    for (size_t i = 0; i < sizeof buf && o + 2 < cap; i++) {
+        unsigned char c = buf[i];
+        if (c >= 32 && c < 127) { if (!run) { start = i; run = 1; } }
+        else { if (run && i - start >= 4) { size_t n = i - start; if (o + n + 2 >= cap) break; if (o) out[o++] = '|'; memcpy(out + o, buf + start, n); o += n; } run = 0; }
+    }
+    out[o] = 0;
+}
+int main(int argc, char **argv) {
+    int loop = 0;
+    if (argc >= 3 && strcmp(argv[1], "-l") == 0) loop = atoi(argv[2]);
+    HMODULE m = LoadLibraryA("ze_loader.dll");
+    if (!m) { printf("error no ze_loader.dll (%lu)\n", GetLastError()); return 2; }
+    f_init zesInit = (f_init)GetProcAddress(m, "zesInit");
+    f_get zesDriverGet = (f_get)GetProcAddress(m, "zesDriverGet");
+    f_get2 zesDeviceGet = (f_get2)GetProcAddress(m, "zesDeviceGet");
+    f_get2 enumPwr = (f_get2)GetProcAddress(m, "zesDeviceEnumPowerDomains");
+    f_card cardPwr = (f_card)GetProcAddress(m, "zesDeviceGetCardPowerDomain");
+    f_cnt getE = (f_cnt)GetProcAddress(m, "zesPowerGetEnergyCounter");
+    f_props gp = (f_props)GetProcAddress(m, "zesDeviceGetProperties");
+    f_init zeInit = (f_init)GetProcAddress(m, "zeInit");
+    f_get zeDriverGet = (f_get)GetProcAddress(m, "zeDriverGet");
+    f_get2 zeDeviceGet = (f_get2)GetProcAddress(m, "zeDeviceGet");
+    if (!enumPwr || !getE) { printf("error the loader has no sysman power entry points\n"); return 2; }
+    H drv[MAXD], dev[MAXD * 4]; uint32_t nd = 0, ndev = 0; const char *path = "zesInit";
+    zr r = zesInit ? zesInit(0) : -1;
+    if (r == 0 && zesDriverGet && zesDeviceGet) {
+        uint32_t c = MAXD; if (zesDriverGet(&c, drv) == 0) nd = c;
+        for (uint32_t i = 0; i < nd; i++) { uint32_t k = MAXD; if (zesDeviceGet(drv[i], &k, dev + ndev) == 0) ndev += k; }
+    }
+    if (ndev == 0 && zeInit && zeDriverGet && zeDeviceGet) {
+        path = "zeInit+ZES_ENABLE_SYSMAN"; SetEnvironmentVariableA("ZES_ENABLE_SYSMAN", "1");
+        r = zeInit(0);
+        uint32_t c = MAXD; if (r == 0 && zeDriverGet(&c, drv) == 0) nd = c;
+        for (uint32_t i = 0; i < nd; i++) { uint32_t k = MAXD; if (zeDeviceGet(drv[i], &k, dev + ndev) == 0) ndev += k; }
+    }
+    printf("info path %s init %d drivers %u devices %u\n", path, (int)r, nd, ndev);
+    if (ndev == 0) { printf("error no sysman device\n"); return 3; }
+    H pw[MAXD * 4][MAXP + 1]; uint32_t np[MAXD * 4]; int iscard[MAXD * 4][MAXP + 1]; char nm[MAXD * 4][256];
+    for (uint32_t d = 0; d < ndev; d++) {
+        names(dev[d], gp, nm[d], sizeof nm[d]);
+        uint32_t k = MAXP; np[d] = 0;
+        if (enumPwr(dev[d], &k, pw[d]) == 0) np[d] = k;
+        for (uint32_t j = 0; j < np[d]; j++) iscard[d][j] = 0;
+        H c = 0;
+        if (cardPwr && cardPwr(dev[d], &c) == 0 && c) { pw[d][np[d]] = c; iscard[d][np[d]] = 1; np[d]++; }
+        printf("info dev %u domains %u name \"%s\"\n", d, np[d], nm[d]);
+    }
+    ecnt prev[MAXD * 4][MAXP + 1];
+    for (uint32_t d = 0; d < ndev; d++) for (uint32_t j = 0; j < np[d]; j++) { memset(&prev[d][j], 0, sizeof(ecnt)); getE(pw[d][j], &prev[d][j]); }
+    int every = loop > 0 ? loop : 1;
+    for (;;) {
+        Sleep(every * 1000);
+        for (uint32_t d = 0; d < ndev; d++) for (uint32_t j = 0; j < np[d]; j++) {
+            ecnt e; memset(&e, 0, sizeof e);
+            zr q = getE(pw[d][j], &e);
+            double dt = (double)(e.timestamp - prev[d][j].timestamp) * 1e-6, de = (double)(e.energy - prev[d][j].energy) * 1e-6;
+            double w = dt > 0 ? de / dt : 0;
+            printf("intel %u dom %u card %d watts %.2f energy_uj %llu ts_us %llu rc %d name \"%s\"\n", d, j, iscard[d][j], w,
+                   (unsigned long long)e.energy, (unsigned long long)e.timestamp, (int)q, nm[d]);
+            prev[d][j] = e;
+        }
+        fflush(stdout);
+        if (loop <= 0) break;
+    }
+    return 0;
+}

docs/analysis/class-v6/census-packs.md

@@ -0,0 +1,89 @@
+# Class v6 census, lane 2: the six class v6 packs through the sub-version 3 harness
+
+8 October 2026, 15:4x to 17:55 UK, the census lane under the Counter ASIC coordinator (Igneum 2.0 Deliverable 1's harness, pinned by digest at the 23:30 freeze). Every row measured on build-4 (igneum-build-4, 96 threads) through `lease pool`, class v5, nice 19, owner `class-v6-census`, pid files under `/srv/builds/v6-census/pids/`; build-3 ran hl-v6-rw and the first half of hl-v6-rw2 before it went unreachable at 16:40 UK (its rows are in the sheet from the read taken at 16:35; its files could not be copied). Nothing here touches a served page, the spec or any consensus object.
+
+## 0. The sheet
+
+| Pack | Program id (reproduced from the pack's seeds before any row) | Crate | Harness (branch, commit) | (A) the rule with (c''') on the pack's program | (B) attempts census, 256 chain-shaped seeds under the pack's era and state | (C) F8 on the live state-keyed dataset | Verdict |
+|---|---|---|---|---|---|---|---|
+| hl-v6-fold (the index fold alone, W = 4, base mix) | 482dc0dad937135b, attempt 1 | class-v6-fold 7880bc96 | class-v6-census-fold 5b3486f0 | accepted; min site ratio 0.99986; bucket +5.25 sigma; worst free bit 2.84 sigma; no site over 6 sigma (class v5's own program on the same state: -448 sigma at one site) | 256 of 256, 0 exhausted, r 0.701, mean attempt 2.34, max 14, (c''') 0.35 percent | 16 seeds p18 to p33 at 2^22: 16 PASS, at most 1.0455x of the window model (the class v5 control on the same seeds: 5 of 16 flagged on the 6-sigma bucket); the known-failed set at 2^24: p4 1.0057x (from 1.2163x), p8 1.1663x (+6.6 sigma bucket; from 1.3787x), p10 1.1868x (from 1.5052x), p15 PASS, p212 1.0411x (+27 sigma; from 1.1917x), p225 1.2414x BEYOND (from 1.2457x: the value-level class, unmoved), p34 1.0486x with a +11.9 sigma bucket (from +5.06: the one regression) | **PASS** |
+| hl-v6-rw (the k lane's table rw1: 16,14,4,12,4,11,10,2,10,0 in draw order, sum 83, `or` never drawn) | 30628f8adcf6035e, attempt 0 | class-v6-fold 7880bc96 | the same | accepted; min ratio 0.99990; bucket +5.5; worst bit 2.89; no site over 6 sigma | 256 of 256, 0 exhausted, r 0.117, mean attempt 0.13, max 2, (c''') 0.34 percent | 16 seeds: ratio at most 1.1526x (within), 4 of 16 flagged on the 6-sigma bucket (the control's own rate is 5 of 16); known-failed under this table's draw: p4, p34, p225 PASS, p8 +22 sigma, p10 +14, p15 +8.8, p212 +37 sigma buckets at ratios 1.00 to 1.15x | **PASS** |
+| hl-v6-foldrw (fold and rw1) | 605d06cabc489f94, attempt 0 | class-v6-fold 7880bc96 | the same | accepted; min ratio 0.99993; bucket +5.75; worst bit 3.49; no site over 6 sigma | 256 of 256, 0 exhausted, r 0.117, mean 0.13, max 2, (c''') 0.34 percent | 16 seeds: 15 PASS, 1 flagged (p18), at most 1.0932x; known-failed: every ratio within (p4 1.0002x, p8 1.0138x, p10 1.0100x, p15 1.0088x, p34 1.0121x, p212 1.1111x, p225 1.0000x), buckets flagged on p15 (+9.3) and p212 (+24.5) | **PASS** |
+| hl-v6-rw2 (the census lane's table 13,11,6,10,8,8,7,2,6,4, sum 75) | 09e91b0dcd458c77, attempt 1 | class-v6-fold 7880bc96 | the same | accepted; min ratio 0.99990; two sites with the stride bit at -64 sigma (no fold) | 256 of 256, 0 exhausted, r 0.410, mean 0.70, max 8, (c''') 1.15 percent | 16 seeds: seed p30 1.3111x over the window model (the control 1.0004x; hl-v6-rw's worst 1.1526x), BEYOND the 1.2x gate; known-failed under its draw: p8 1.2507x (+42.8), p10 1.5044x (+100.9), p225 1.4049x beyond, p34 +70.7 and p15 +13.2 sigma buckets, p4 and p212 PASS | **FAIL** on the F8 line |
+| hl-v6-win (the 64-register full-chain window alone, `+reg64c`) | f42d4a743ce7d4fa, attempt 0 (the v5-dn3-epoch0 seeds and state) | reg64-v5 198d171d | class-v6-census-reg64 b29e690d2 | accepted (with the liveness probe); min ratio 0.99923; bucket +5.5; the base program's stride-bit site at -448 sigma (no fold) | 256 of 256, 0 exhausted, r 0.716, mean 2.52, max 15, (c''') 1.66 percent (the window does not enter the draw: class v5's rows) | the window's own address stream through the interpreter's tracing probe, 32 sites of the interleaved schedule, 16 seeds at 2^22, the era laid over, closed form: per-site distinct ratio 1.0026 to 1.0027 on every site (the (c'') form; the control 0.9946 to 1.0027); the item histogram's top-0.1-percent share 1.0645 to 1.5624x of a flat control against the control's 1.0738 to 1.5074x, paired by seed 0.968 to 1.036x of the control. The attack-f8 mirror and the known-failed set do not apply (eight registers) | **PASS** (the live-dataset point owed) |
+| hl-v6-all (window, fold and rw1) | 9d40978601a7df2a, attempt 0 | class-v6 3f25a8305 (the texts at c245d50b9, the verifier unchanged) | class-v6-census-all 2d54a4633 | accepted; min ratio 0.99993; bucket +5.75; worst bit 3.49; no site over 6 sigma | 256 of 256, 0 exhausted, r 0.117, mean 0.13, max 2, (c''') 0.34 percent | the trace on 32 sites: per-site distinct ratio 1.0026 to 1.0027; item share 1.0443 to 1.5132x flat against the foldrw control's 1.0398 to 1.4616x, paired 1.004 to 1.035x | **PASS** (the live-dataset point owed) |
+
+The controls: the freeze's class v5 pack v5-dn3-epoch0 (e5a4ac5978462156) through the whole harness at 15:53 UK (the dry run: the known-failed set reproduces the record to three places, p4 1.2163x, p8 1.3787x, p10 1.5052x, p212 1.1917x, p225 1.2457x) and class v5 on the node1 state over the same 16 seeds at 2^22 (16 of 16 within 1.2x, worst 1.0698x; 5 of 16 flagged on the 6-sigma windowed bucket: the statistic's own rate on the family at 2^22, so a pack's 4 or 5 flags is the control's and a pack's 0 of 16 is a gain).
+
+What the sheet means. The index fold does what it was drawn for: the stride-bit bias is gone from every program it ships, the F8 tails of 1.22 to 1.50x come inside the gate (1.01 to 1.19x) and the bucket concentration at narrow-window sites falls from the control's 5 of 16 seeds to 0 of 16; p225's value-level class is untouched and p34 gains one bucket statistic. The k lane's table (rw1, `or` never drawn, `mul` at 4) reads clean and gives the lowest rejection rate measured on the family (0.117); the census lane's table (rw2, `or` 4, `mul` 6) keeps the lossy writers the tails come from and fails the F8 line, so the re-weight is sound in the rw1 form only. The window changes nothing the rule or the F8 form sees at 2^22 on the closed form and carries the fold's and the table's rows unchanged; its value is the chip-side cost the adversary lane prices.
+
+## 1. The harness
+
+The class v5 crate of each pack's branch plus lane D's family-gate harness diff (`docs/analysis/class-v6/logs/harness-family-gate-v5-3dc3117c.diff`: `IGNEUM_FAMILY_GATE` widens the class v4 rules to the family's shapes, with every new class flag set aside in `is_family_shape`: state, fold, rw, wide8, reg64, reg64_chain), plus: a `sitestats` command (the whole rule with (c'''), then per site over 2^20 evaluations the distinct ratio against the window model, the largest 256-item bucket in sigma, the largest index-bit excess in sigma over the free bits); the `accept` walk at the class's own cap under the flag; the attack-pass lane's `attack-f8` with `--load-class <string>` (the program drawn from a class string with the spec's era laid over it) and `--dataset-words N` (the ds55 geometry through `load_index_geom`; not exercised: a state class refuses the non-power-of-two count); the uniform trace tool `tools/attack/v6-census/uniform` on `verify::Probe { trace_loads }` (every load's index per lane through the interpreter itself). Binaries pinned per crate under `/srv/builds/v6-census/bin/<tag>/` with sha256: fold-5b3486f0 (igneum-pow 50903d30, attack-f8 9ba2210b), reg64-1b676975 (v6census-uniform b2214265 after the fixes), all-d7d441be (igneum-pow 5a221e56, v6census-uniform 2ebd92c1).
+
+## 2. The commands
+
+```
+# per pack, steps A (show + sitestats), B (the attempts census), C (attack-f8: the known-failed set at 2^24, 16 seeds p18 to p33 at 2^22)
+/srv/builds/v6-census/pack-run.sh <tag> <bin-tag> <class> <epoch-hex> <day-hex> <era-hex> <state> <day-index> <era-widths-bytes> ABC
+# e.g. ./pack-run.sh hl-v6-fold fold-5b3486f0 mx8+sh256x27+state+fold edc4fa84...fb07 69676e65756d2d6461792ffa50000000000000 edc4fa84...fb07 /srv/builds/v6-census/packs/node1-state.igsd1 20730 4 ABC
+# the window packs' F8-form read (the trace), beside a control class on the same seeds
+lease pool 16 --min 4 --nice 19 --class v5 -- env IGNEUM_FAMILY_GATE=1 v6census-uniform --class mx8+sh256x27+state+reg64c --seeds 16 --nonces 4194304 --threads {cores} --era 0:<hex> --era-widths 4 --prefix igneum-attack-f8/program
+# the sheet
+python3 pack-summ.py packs-out/<tag>
+```
+
+## 3. The instrument's definition (the hot-set reconcile, for the record)
+
+Three reads. The acceptance's index-bit read: per program, per site, the one-count of each address bit over the 64 units' 16,384 addresses, judged inside the site's own era window and above the width's alignment, 6 sigma. The sitestats bucket: per program, per site, the largest 256-item bucket in sigma of its window expectation. attack-f8 census: per program, per item over the whole dataset, the cross-hash item histogram of all sites' reads against the WINDOW-MODEL control (the density the program's 16 drawn windows imply), the top-0.1-percent share ratio (1.2x), the 6-sigma largest 64-item bucket, the hot-set test; the flat-control ratio printed beside it and not used (1.1 to 1.7x on every pack: layer 8 by design, the adversary lane's 72 percent read against the other null).
+
+## 4. Faults found and fixed on the way (the record, so no one repeats them)
+
+- The uniform tool's distinct sets as HashSet took 16 GB a thread at 2^22 nonces and were killed by the lease's memory cap; bit vectors over the dataset's words now.
+- The reg64 interleaved schedule runs 32 load rows per iteration (instruction k on window 0 then window 1); the first read mapped them onto 16 sites (doubling N, ratios 1.35 to 1.80), the second mapped site s to load s mod 16 (the wrong window's expectation, ratios 0.84); site s is load instruction s / 2.
+- The all pack's attack-f8 chain died at start on the fold-base tool (`+reg64c` unparsed); the class-v6 tool parses it but its mirror interprets eight registers, so the mirror is not the window's instrument.
+- The lease pool is a race, not a queue; `env VAR="a b"` through it splits on spaces.
+
+## 5. Owed
+
+The live-dataset F8 point at 2^24 for the two window packs (the mirror would need the two-window interpreter: four to six hours); the 64 x 2^24 point per pack (45 to 100 core-hours each); hl-v6-rw's files (on build-3, unreachable); the exact `or = 0` attempts rows are lane D's.
+
+## 6. The per-site address census (the external review's A03), 8 October 2026, 18:4x to 19:10 UK
+
+The question (the coordinator's order from the review landing, finding A03): the acceptance's per-hash distinct-address check can pass a program where one load site reads the same address in about 15 percent of hashes across nonces and headers (seed SHA256("igneum-review/139"), iteration 5 instruction 51 on the old V2 tree, address 0x0fffffff in 312 to 325 of 2,048 hashes). Does the current class v5 object or the v6 freeze candidate carry that class, and what cache-hit rate would a 1 GiB, 256 MiB or 64 MiB cache get per site and over the program?
+
+The instrument: `igneum-pow addrsite` on the harness branch (class-v6-census-all at 9893b4c9, build-4 binary 2c76893e...): the live epoch (the memory-hard dataset, the state leaves of the object's state file, the era laid over), four headers (prehash `h` = the seed words of `igneum-review/header/<h>` as 32 bytes, the init words through `bind::block_init_words` with `h` as the high nonce word, so every header changes the init words the way a mined block does), 2^16 nonces per header (and 2^18 in the x16 runs) through the interpreter's tracing probe; per (iteration, site) cell and per site the address histogram, the most read address and its share, the distinct count, and an ideal cache's hit rate (the site's or the program's top K items by read count, K = cache bytes / 64, beside the window model's expectation min(1, K / window items)). Commands: `addrsite --count 4 --warps 2048 --threads 16 --epoch-hex <hex> --day-hex <hex> --class <class> --era 0:<hex> --state <igsd1>` (`--warps 32768` for x16; `--class v2 --epoch-hex <sha256 of the label>` for the known-failed case). The TSVs are under `logs/census-packs/addrsite/`, the window draws in `windows.txt`.
+
+**The known-failed case reproduces.** Class v2 at the epoch bytes SHA256("igneum-review/139") = c5ffc49e..., program 675fa2e2bd0dfd6d: instruction 51 (site 10) reads 0x0fffffff in 317,690 of its 2,097,152 reads over four headers and 2^16 nonces each (15.15 percent), 15.12 to 15.19 percent at every one of the eight iterations (the review's 312 to 325 of 2,048 at iteration 5 is 15.2 to 15.9 percent on its sample); every other site's worst address reads 3 to 4 times in 2 million. The cause on that tree: the site's source register is saturated (all ones) in a seventh of hashes and `x AND mask` of all ones is the top address; the rule of 4 October 2026 (part (c): the distinct-address sum over 2,048 hashes) does not see it because the other 127 loads of the hash are distinct. The two sub-version 2 rules of 7 October 2026 are the fix on every later class: (c') refuses a load site whose source is saturated in more than 1 percent of its 16,384 evaluations, and (a') refuses a load whose source's last writer is `or`, `mul` or `mulhi` (the writers that saturate or zero a register). This is not A08's Mad collapse: a `mad` at a load's source leaves the product's low bits biased (the stride-bit class of sections 0 and 3, which the fold closes); it never pins the whole address.
+
+**Class v5 and the v6 candidate carry nothing of the class.** The rows, every object on its own state file and era, four headers:
+
+| Object (program, state) | Hashes | Reads per site | Worst (iteration, site) cell: top address count of the cell's reads | Worst site: top address count of the site's reads | Distinct items touched of 16,777,216 |
+|---|---|---|---|---|---|
+| class v2, SHA256("igneum-review/139") (675fa2e2bd0dfd6d; the known-failed case) | 2^18 | 2,097,152 | 39,928 of 262,144 (15.2 percent) at site 10 | 317,690 (15.15 percent) at site 10 (instruction 51), address 0x0fffffff | 14,200,379 |
+| class v5, Devnet 3 epoch 0 (e5a4ac5978462156, v5-dn3-epoch0 state) | 2^18 | 2,097,152 | 3 of 262,144 (1.1e-5) | 4 of 2,097,152 (1.9e-6) | 13,555,305 |
+| the same, x16 | 2^20 | 33,554,432 | 5 of 4,194,304 (1.2e-6) | 8 of 33,554,432 (2.4e-7) | 16,777,216 (all) |
+| class v5, the freeze's seeds on the node1 state (6554474f410f36f3, attempt 1) | 2^18 | 2,097,152 | 3 (1.1e-5) | 4 (1.9e-6) | 13,433,475 |
+| the same, x16 | 2^20 | 33,554,432 | 5 (1.2e-6) | 9 (2.7e-7) | 16,777,213 |
+| class v5, chain seeds p18 (f1ca3ca995c57b7a) and p19 (116d921a2211b1e2, attempt 5), node1 state | 2^18 each | 2,097,152 | 3 (1.1e-5) | 4 (1.9e-6) | 14,269,676 and 13,982,239 |
+| v6 freeze candidate, hl-v6-all (9d40978601a7df2a: window, fold, rw1; node1 state), 32 sites | 2^18 | 2,097,152 | 3 (1.1e-5) | 4 (1.9e-6) | 16,122,715 |
+| the same, x16 | 2^20 | 33,554,432 | 5 (1.2e-6) | 9 (2.7e-7) | 16,777,216 (all) |
+| v6 class on chain seeds p18 (7202548bfc7f98e9) and p19 (dd6b285ae45e7b9b, attempt 1) | 2^18 each | 2,097,152 | 3 (1.1e-5) | 4 (1.9e-6) | 16,329,983 and 16,055,477 |
+
+Every v5 and v6 figure is the Poisson maximum of a uniform stream on its window (the expected largest count of 2 million draws over 2^26 cells is 3 to 4; of 33 million over 2^26, 8 to 9), five orders below the known-failed case, and the finer sample moves the worst address's share down with it, so there is no address, site or cell any cache can key on. The per-site distinct ratio against the window model read 1.0026 to 1.0027 on every site of both v6 window packs and 0.9946 to 1.0027 on class v5's at 2^22 (section 0): uniform inside each site's window.
+
+**The cache-hit rates are the era windows', by design, and equal on v5 and v6.** A quarter-window site's reads fit whole in a 256 MiB cache, a half-window site's half of them, a full-window site's a quarter; with the program's windows the hit rate of a 256 MiB cache over the program is the densest quarter's share of all reads, and a 64 MiB cache's a quarter of that (the density is flat inside a quarter, so no smaller cache does better than its size's share of the best quarter):
+
+| Object | Window draw (full, half, quarter sites) | 1 GiB | 256 MiB, the window model | 256 MiB, measured (top K items by count at 2^20 hashes; the excess over the model is the sampling noise of ranking items by count) | 64 MiB, the window model | 64 MiB, measured (the same noise, larger) | Hottest-half share (the adversary lane's 72 percent) |
+|---|---|---|---|---|---|---|---|
+| class v5, Devnet 3 epoch 0 | 5, 8, 3 | 1.000 | 0.391 | 0.409 | 0.098 | 0.116 | 0.719 |
+| class v5, the freeze's seeds on node1 | 7, 2, 7 | 1.000 | 0.422 | 0.428 | 0.105 | 0.124 | 0.531 |
+| v6 candidate, hl-v6-all | 5, 7, 4 | 1.000 | 0.359 | 0.367 | 0.090 | 0.102 | 0.656 |
+| class v5, p18 and p19 | 7, 3, 6 and 1, 6, 9 | 1.000 | 0.328, 0.328 | 0.498, 0.512 at 2^18 (sample-bound) | 0.082, 0.082 | | 0.594, 0.531 |
+| v6 class, p18 and p19 | 7, 3, 6 and 6, 6, 4 | 1.000 | 0.328, 0.344 | 0.434, 0.466 at 2^18 (sample-bound) | 0.082, 0.086 | | 0.594, 0.688 |
+
+Per site: 1.000 for every site under 1 GiB; under 256 MiB 1.000 on a quarter site, 0.500 on a half site, 0.250 on a full site by the window; the measured per-site top-K figures at 2^18 hashes read 1.000 everywhere because 2 million reads touch fewer items than the 4 million the cache holds (sample-bound, which is why the x16 runs exist), and at 2^20 hashes they read 0.69 to 0.74 summed over sites, above the model for the same ranking reason. The adversary lane's 72 percent for the Devnet 3 epoch 0 program is this table's 0.719: the window draw (5 whole, 8 half, 3 quarter sites), not an address concentration.
+
+**Against the one acceptance rule** (a hash change passes only when the best adversarial implementation becomes worse relative to the best practical GPU implementation, within pre-agreed cost and verification limits): on the address axis the v6 candidate is the class v5 object (both uniform inside their windows to 2.7e-7 at the worst address; both with the era windows' cache shares, which a GPU's L2 sees as well as a chip's SRAM), and the v6 candidate is better on the one address bias the record carried (the stride-bit class, closed by the fold: section 0). A03's class is closed on both by (c') and (a'); nothing in it names a generator cause on v5 or v6 because the concentration is absent at 1e-6 resolution. The window draw's cache shares are layer 8 of the era layout by design (the research lane's reconcile: 0.72 is the Devnet 3 program at about p98 of the draw, mean 0.58), and the "every site on the whole dataset" variant that flattens them (win = 0 everywhere) is the D2 experiment already named, at zero GPU cost.
+
+Owed: the x16 rows for the four chain seeds (the 2^18 rows stand; 4 minutes each on 32 cores when the pool has them); a sample-free cache figure (an LRU trace rather than a top-K ranking) if anyone wants the measured column to equal the model to the third digit.

docs/analysis/class-v6/coexistence-model.md

@@ -1,93 +1,98 @@
-# The coexistence model: can a specialised supplier earn a normal return while GPUs stay close enough to compete?
+# The coexistence model (second cut): can a specialised supplier earn a normal return while GPUs stay close enough to compete?
 
-8 October 2026, 16:1x to 16:5x UK, branch `class-v6-floor-sram`, floor lane 3, on the research lane's word of 17:0x UK
-(the founder's accepted third external review: the capex wall is replaced by a coexistence model as the economic
-argument, with the profitability surface of `docs/analysis/class-v6/floor/sram-and-floor.md` section 4.4 as its base).
-First run on today's measured rows. **Every row is modelled**: the arithmetic is `scratchpad/coexist.py` run on
-build-3; the card rows are lane 4's class v5 table (`docs/analysis/class-v6/floor/denominator.md`, section 10.4 of
-the design document: measured at the floor where it says so, modelled knees elsewhere), the chip rows the chip model's
-(chip-model-v3 5.5 and 5.12, lane B, the k lane's 3.2 pJ per forced op), the prices street approximations. Nothing
-here is served; nothing is a measurement of a chip. The founder is not named.
+8 October 2026, 16:1x to 17:0x UK, branch `class-v6-floor-sram`, floor lane 3, Igneum 2.0 D4 (the research lane's word
+of 17:0x UK; the founder's accepted external review replaces the capex wall with this model; the profitability surface
+of `docs/analysis/class-v6/floor/sram-and-floor.md` section 4.4 is its base). Second cut; the section list is the D4
+checklist so the pin can be closed line by line. **Every row is modelled**: the arithmetic is `scratchpad/coexist.py`
+(the first cut, run on build-3 at 16:2x) and `scratchpad/coexist2.py` (this cut, run on build-4 at 16:52; build-3 was
+down from 16:40); the card rows are lane 4's class v5 table (`docs/analysis/class-v6/floor/denominator.md`, section
+10.4 of the design document: measured at the floor where it says so, modelled knees elsewhere), the chip rows the chip
+model's (chip-model-v3 5.5 and 5.12, lane B, the k lane's 3.2 pJ per forced op), the proving rows the bench table's
+shard times with the fleet lane's measured day on Devnet 3 (the 12 GB tier a measured zero for internal proving), the
+prices street approximations. The operator simulation beside it is `docs/analysis/class-v6/operator-simulation.md`.
+Nothing here is served; nothing is a measurement of a chip. The founder is not named.
 
 The statement under test. **Success**: a specialised supplier earns a normal return and GPUs stay close enough in total
 cost, obtainable and useful outside mining, that entrants still compete. **Failure**: a supplier operating privately at
-much lower cost exhausts competitors' margins. The result is the set of conditions under which the success statement
-holds, never a level the chain stays below. The development cost is SUNK in the mandatory case (the opponent covers
+much lower cost exhausts competitors' margins. **The pass line, verbatim**: the model names credible conditions for
+sustained commodity participation and names where it fails; a result needing a small network, token appreciation or
+scheduled ASIC death has not passed. The development cost is SUNK in the mandatory case (the opponent covers
 manufacturing, deployment and operation only); the paid-development cases sit beside it.
 
 ## 0. The result in one page
 
-1. **On today's rows the N2 SRAM die fails the success statement in every scenario where its owner can buy a fleet
-   worth a few percent of the chain's yearly miner revenue.** With development sunk, a 3-year life and power at USD
-   0.06 per kWh, the die's all-in cost per accepted MH/s-hour is 72 micro-USD against the best GPU owner's 156 to 204
-   at the same electricity (the 5070 Ti and 5080 at their knees, hardware sunk) and 415 to 588 for a new entrant: 2.2x
-   to 2.8x on the existing owner, 5.8x to 8.2x on the entrant. At the GPU's more likely 0.12 per kWh it is 3.6x to
-   4.6x and 7.2x to 9.9x; at 0.25, 6.8x to 8.5x and 10x to 14x. A USD 10 M fleet of such dies takes 37 to 73 percent
-   of the chain's hash the year it lands at IGN 0.10 to 0.20 and 100 percent the year after on a flat price; a USD
-   100 M fleet takes 100 percent on landing in every path and then runs at a loss because it is larger than the
-   revenue (the self-limiting point: -1 to -300 percent margins).
-2. **The GDDR7 board chip passes the success statement on its 1-year life and fails it on its 3-year life.** At 1 year
-   its cost per accepted unit (750 micro-USD at 0.06) is ABOVE every Blackwell owner's and above the Blackwell
-   entrant's at 0.06 to 0.12 (0.8x to 1.0x the 5080 entrant, 0.6x to 0.7x the 5070 Ti), so it competes only against
-   Ada and Ampere at dear electricity; at 3 years (307 micro-USD) it is 1.9x to 2.3x the Blackwell entrant and 0.9x
-   to 1.1x the Blackwell owner: GPUs at their knee stay close enough. Its hardware is the term that holds it (USD 5.6
-   per MH/s with the core and the system against the die's 0.8), not its joules.
-3. **The electricity axis is explicit and it is the GPU's.** The break-even electricity price above which an EXISTING
-   GPU owner with sunk hardware cannot match the die at 0.06 is 0 to 5 cents per kWh for every card (a 3-year die) and
-   1 to 5 cents (a 1-year die): no grid price in the world keeps a GPU owner level with a sunk SRAM die. Against the
-   GDDR7 board at 3 years the owner's break-even is 9 to 15 cents on Blackwell, 4 to 6 on Ada and Ampere; at 1 year 27
-   to 40 cents on Blackwell. Read the other way, the die breaks even against a 5080 owner at 0.12 only when the die
-   pays 47 to 60 cents per kWh; the board at 3 years when it pays 1 to 9 cents.
-4. **Accessible supply is the structural fact.** At the GPU entry equilibrium (revenue per MH/s-hour equal to a new
-   5070 Ti's cost at 0.12) the chain's hash is 2.6 TH/s at IGN 0.03, 8.8 at 0.10, 26 at 0.30, 88 at 1.00: that is
-   34,000 to 1.1 M 5070 Ti-class cards, which exist in the world's installed base, against 480 to 16,000 SRAM dies, 8
-   to 270 wafers of N2. One supplier holds the chain at every price in the window; the dependence on individual
-   suppliers is total for the die and partial for the board (16,000 to 530,000 boards, a Bitmain-class run).
-5. **The conditions under which the success statement holds**, read off the tables: (a) the chip's all-in cost per
-   accepted unit stays within about 1.5x of the best GPU owner's at the same electricity, which on today's rows is true
-   of the GDDR7 board at a life of 1 to 2 years and false of the die at every life; (b) the chip's hardware per MH/s is
-   not below about a quarter of the GPU's annualised hardware (the board's 0.7x to 1.9x the 5080 entrant passes, the
-   die's 5x to 14x fails); (c) no single buyer can fund a fleet above about a third of the chain's hash for under a
-   year's miner revenue (true for the board above IGN 0.3; false for the die at every price: a wafer is USD 30,000);
-   (d) GPUs keep a resale market and a use outside mining (true for every card in the population; the chip has none,
-   which is why its life is the axis that moves everything); (e) the per-joule gap at the honest knee stays under about
-   3x (the board at 2.2x to 2.6x against Blackwell passes; the die at 3.7x to 4.5x does not).
-6. **What the chain controls, and what it does not.** It controls the honest cost per accepted unit (the operating
-   point: the lock is worth 34 to 41 percent of a Blackwell card's draw), the chip's life against a fixed lane (the
-   180-day rotation; nothing against a programmable one), and the visibility of a concentrated supplier (the share
-   detector). It does not control the sunk development cost, electricity prices, the token price or a buyer's budget.
-   On today's rows the SRAM die, once it exists, cannot be held to coexistence by anything in the hash; the board can.
-   The condition that holds the die is that it does not get built, which is the surface of section 4.4 (a USD 150 M
-   project at a third of the chain needs IGN 0.73 over three years), and that is a statement about who pays, not about
-   the chain staying below a level.
+1. **The DRAM-board chip (a GPU's memory system with a programmable core) passes the success statement on today's
+   rows; the N2 SRAM die fails it once it exists with its development sunk.** With development sunk, a 3-year life
+   and power at USD 0.06 per kWh, the board's cost per accepted MH/s-hour is 307 micro-USD against the best GPU
+   owner's 156 to 204 at the same electricity and 415 to 588 for a new entrant (0.5x to 0.7x the owner, 1.4x to 1.9x
+   the entrant); the die's is 72 (2.2x to 2.8x the owner, 5.8x to 8.2x the entrant; at the GPU's 0.12, 3.6x to 4.6x
+   and 7.2x to 9.9x). In the five-year runs with a per-class supply curve the board at a sunk USD 10 M holds 4.5 to
+   24 percent of the chain at a 24 to 69 percent margin with 6 to 16 of 17 GPU classes above water in every path; a
+   USD 10 M die fleet holds 50 to 70 percent on landing and takes the chain by year 3 to 5 on flat and shrinking paths
+   (0 of 17 classes above water); a USD 100 M die fleet takes it on landing in every path and runs at a loss.
+2. **The tariff advantage is explicit and separate from the hardware advantage (section 1).** The review's 6.25x
+   illustration (a 1.5x chip at 0.06 against a GPU at 0.25) is the first row; on the measured rows the operating
+   advantage is the joule ratio times the tariff ratio (2.2x to 4.5x times 1x to 4.2x for the board, 3.7x to 7.8x for
+   the die), the hardware advantage 1.3x to 4x for the board and 9x to 29x for the die, and the total a third to a
+   half of the operating figure because power is 60 to 70 percent of an owner's cost and 30 to 40 of an entrant's.
+3. **The break-even electricity price is tabled for all 17 classes (section 3).** A GPU owner with sunk hardware
+   matches the board at 3 years up to 9 to 15 cents per kWh on Blackwell and 4 to 6 on Ada and Ampere; at 1 year up
+   to 27 to 40 cents; it matches the die at 0 to 5 cents. No GPU ENTRANT matches the board at 3 years or the die at
+   any life at any positive price except the 5070 Ti against the 1-year board (25 cents): the entrant rows are where
+   the GPU side loses first.
+4. **Proving is the second income the chip does not have (section 5).** A 16 GB or larger card earns USD 3 to 7 a
+   day from internal proving at IGN 0.10 (the H100 16, the A100 9) against USD 0.2 to 1.7 a day from mining at the
+   GPU equilibrium, and USD 5 to 12 under a proving spike; the SRAM die, the DRAM board, the 9070 XT and the Mac earn
+   nothing from it, and the 12 GB tier earns nothing from internal proving today (measured). A GPU displaced from
+   mining by a chip goes to proving (the operator simulation's D1: 1,500 of 9,177 cards), which is the mechanism that
+   keeps commodity participation when the mining margin is gone.
+5. **Accessible supply and dependence (section 11).** At the GPU equilibrium the chain's hash is 5.6 / 9.6 / 20 / 42
+   TH/s at IGN 0.03 / 0.10 / 0.30 / 1.00, which is 12 / 21 / 44 / 95 percent of the installed base available to
+   mining (44.7 TH/s, approximate) across 16 NVIDIA classes, AMD and Apple; the same hash is 17 / 29 / 60 / 128 N2
+   wafers from one supplier, or 34,000 to 255,000 DRAM boards. Dependence on a single supplier is total for the die,
+   partial for the board, nil for the GPU side.
+6. **The conditions under which the success statement holds (section 12)**, each with its number: (a) the chip's
+   all-in cost within about 1.5x of the best GPU owner's at the GPU's electricity; (b) the chip's hardware per MH/s
+   not under about a quarter of the GPU entrant's; (c) a fleet above a third of the chain costing more than a year's
+   miner revenue; (d) GPUs keeping a resale market and a use outside mining; (e) the per-joule gap at the honest knee
+   under about 3x; (f) the supplier's margin a normal return that does not rise with the halvings; (g) a second
+   income (proving) for the commodity side that the specialised supplier cannot enter. The board passes all seven at
+   a 1 to 3 year life; the die fails (a), (b), (c), (e) and (f) at every life, price path and electricity price once
+   it exists. **Against the pass line**: the board's pass does not need a small network (it holds at 42 TH/s and IGN
+   1.00), token appreciation (it holds on the flat and shrinking paths) or scheduled ASIC death (its life axis is 1 to
+   5 years and the 180-day rotation is not what holds it); the die's failure is not cured by any of the three either,
+   and the only condition that holds the die is that nobody pays to build it (the surface: IGN 0.73 for a USD 150 M
+   project at a third of the chain over three years), which is an investor's decision, not a level the chain stays
+   below. The model names where it fails: a sunk SRAM die of USD 10 M or more at any price in the window.
 
-## 1. The measure: cost per accepted unit of work
+## 1. The tariff advantage beside the hardware advantage (D4: the electricity axis explicit)
 
-Cost per accepted MH/s-hour (micro-USD), both sides: annualised hardware plus power plus hosting, failures and fees,
-divided by accepted work. Accepted work is 97 percent of raw (rejects 0.5 percent, downtime 2.0, epoch preparation and
-propagation 0.5; approximate from the devnet's share rates), the pool fee 1 percent. The two GPU situations: the
-**existing owner** (hardware sunk; pays power, a wear allowance of 5 percent of the used price a year, fees; the
-alternative use is the card's rental yield, reported in section 2 and not deducted) and the **new entrant** (buys new
-or used, operates two years, resells at the table's fraction). Hosting: 0 at home, USD 0.02 per kWh-equivalent at a
-farm (the chip's case). Electricity axis: USD 0.06, 0.12, 0.25 per kWh.
+The chip at 0.06 per kWh with farm hosting; the GPU at 0.06, 0.12 and 0.25. "Operating" is joules times tariff;
+"hardware" the GPU entrant's annualised hardware over the chip's; the total against the existing owner and the entrant.
 
-| Input | Value | Label |
-|---|---|---|
-| Card joules per hash at the floor (the knee with the knobs) and at stock | lane 4's class v5 table: 5090 2.33 / 3.48, 5080 2.06 / 3.48, 5070 Ti 1.70 / 2.84, 5070 1.75 / 2.99, 5060 Ti 2.36 / 4.02, 5060 2.21 / 3.76, 4090 3.58 / 5.00, 4080 3.51 / 4.92, 4070 3.58 / 5.82, 4060 Ti 3.81 / 5.32, 3090 4.51 / 5.03, 3080 4.20 / 4.54, 3060 5.77 / 6.40, 9070 XT 7.90 / 10.7, H100 2.00 / 2.58, A100 2.89 / 2.99, M5 Max 1.40 microjoules | measured where lane 4 says so (5090, 5080, 4070, 9070 XT, M5 Max floors; most stock rows), modelled knees elsewhere |
-| Card rates at the floor | 5090 134.8, 5080 71.2, 5070 Ti 77, 5070 41, 5060 Ti 19, 5060 17, 4090 58, 4080 45, 4070 31.1, 4060 Ti 17.6, 3090 37.8, 3080 40.8, 3060 23.8, 9070 XT 18.9, H100 90, A100 60, M5 Max 27.1 MH/s | measured where the bench table has the row; approximate elsewhere |
-| Prices new / used, resale after two years | 5090 2,600 / 2,200 / 55 percent; 5080 1,100 / 900 / 50; 5070 Ti 800 / 650 / 50; 5070 560 / 450 / 50; 5060 Ti 450 / 360 / 45; 5060 310 / 250 / 45; 4090 1,700 / 1,300 / 45; 4080 1,000 / 700 / 40; 4070 550 / 400 / 40; 4060 Ti 420 / 290 / 35; 3090 900 / 650 / 30; 3080 450 / 330 / 25; 3060 260 / 190 / 25; 9070 XT 650 / 520 / 45; H100 25,000 / 18,000 / 50; A100 10,000 / 6,000 / 35; M5 Max 4,000 / 3,200 / 55 | approximate street, October 2026 |
-| Chip joules per hash (class v5, the shadow at 3.2 pJ per forced op, lane 4's chip columns) | GDDR7 board with an N5 core 0.79; HBM3 one stack 0.65; N2 SRAM die with the core 0.46 (W = 4); the die at the bare-lane floor 0.165 | modelled |
-| Chip hardware, USD per MH/s, silicon and board plus 30 percent system (PSU, chassis, cooling) | GDDR7 board 5.6 (4.3 with the core die, chip-model 5.5 and research 16.1); HBM3 8.6; SRAM die 0.8 (0.6 with the board, lane B) | modelled, approximate |
-| Chip failures, resale | 3 percent a year; no resale (single use) | approximate |
-| Chip lives | 0.5, 1, 2, 3, 5 years (0.5 is the fixed-lane chip under the 180-day rotation; 3 the programmable chip's default) | the review's axis |
-| Emission to miners | 0.77 / 0.80 / 0.40 / 0.40 / 0.20 B IGN in years 1 to 5 (the spec's constant, 80 percent to miners) | spec 05 |
-| GPU equilibrium | while any GPU mines, revenue per MH/s-hour settles at the cheapest entrant's cost (a new 5070 Ti at 0.12: 521 micro-USD) during growth and falls to the owners' costs during shrinkage; a GPU generation at year 3 cuts the entrant's cost 25 percent (1.5x per joule at the same price) with the old card resold at the table's fraction | modelled rule |
+| Row | Joules ratio | GPU tariff over chip tariff | Operating advantage | Hardware advantage | Total vs owner / entrant | Label |
+|---|---|---|---|---|---|---|
+| The review's illustration: a 1.5x chip at 0.06 against a GPU at 0.25 | 1.5x | 4.17x | **6.25x** | n/a | n/a | the review |
+| GDDR7 board, 3 y, vs 5070 Ti at 0.06 / 0.12 / 0.25 | 2.2x | 1x / 2x / 4.2x | 2.2x / 4.3x / 9.0x | 1.3x | 0.5x / 1.4x; 0.9x / 1.7x; 1.6x / 2.4x | modelled |
+| GDDR7 board, 3 y, vs 5080 | 2.6x | the same | 2.6x / 5.2x / 10.9x | 1.9x | 0.7x / 1.9x; 1.1x / 2.3x; 2.0x / 3.2x | modelled |
+| GDDR7 board, 3 y, vs 4090 | 4.5x | | 4.5x / 9.1x / 18.9x | 4.0x | 1.2x / 3.8x; 1.9x / 4.6x; 3.5x / 6.2x | modelled |
+| N2 SRAM die, 3 y, vs 5070 Ti | 3.7x | | 3.7x / 7.4x / 15.4x | 9.3x | 2.2x / 5.8x; 3.6x / 7.2x; 6.8x / 10.4x | modelled |
+| N2 SRAM die, 3 y, vs 5080 | 4.5x | | 4.5x / 9.0x / 18.7x | 13.8x | 2.8x / 8.2x; 4.6x / 9.9x; 8.5x / 13.8x | modelled |
+| N2 SRAM die, 3 y, vs 4090 | 7.8x | | 7.8x / 15.6x / 32.4x | 28.7x | 5.0x / 16.4x; 8.1x / 19.5x; 14.8x / 26.2x | modelled |
 
-## 2. The GPU reference population: cost per accepted MH/s-hour (micro-USD)
+Reading: the tariff multiplies the operating advantage one for one, as the review says, and the total is a third to a
+half of it; the board's total against a Blackwell card at its knee is under 1x (owner) to 2.4x (entrant) across the
+whole axis at 3 years, the coexistence band; the die's 2.2x to 14x is not.
 
-| Card | Owner at 0.06 / 0.12 / 0.25 | Entrant, new, 2 years, at 0.06 / 0.12 / 0.25 | Entrant, used | Hardware share of the entrant's cost at 0.12 | Wh per MH/s-hour | Alternative use (rental yield, approximate) | Label |
+## 2. Cheap and dear electricity: the GPU population's cost per accepted unit (D4: cheap and dear electricity)
+
+Cost per accepted MH/s-hour (micro-USD; accepted = 97 percent of raw: rejects 0.5, downtime 2.0, epoch preparation
+and propagation 0.5; pool fee 1 percent). The existing owner (hardware sunk; power, 5 percent wear, fees) and the new
+entrant (buys new or used, runs two years, resells at the table's fraction).
+
+| Card | Owner at 0.06 / 0.12 / 0.25 | Entrant, new, at 0.06 / 0.12 / 0.25 | Entrant, used | Hardware share of the entrant at 0.12 | Wh per MH/s-hour | Alternative use (rental yield, approximate) | Label |
 |---|---|---|---|---|---|---|---|
-| RTX 5090 | 243 / 388 / 704 | 661 / 807 / 1,122 | 800 / 945 / 1,261 | 64 percent | 2.33 | USD 0.3 to 0.5 an hour on a rental market: 2,200 to 3,700 micro-USD per MH/s-hour, 3x to 5x its mining cost | measured floor |
+| RTX 5090 | 243 / 388 / 704 | 661 / 807 / 1,122 | 800 / 945 / 1,261 | 64 percent | 2.33 | USD 0.3 to 0.5 an hour, 3x to 5x its mining cost | measured floor |
 | RTX 5080 | 204 / 332 / 611 | 588 / 716 / 995 | 650 / 779 / 1,058 | 64 | 2.06 | USD 0.15 to 0.25 an hour | measured floor |
 | RTX 5070 Ti | 156 / 263 / 493 | 415 / 521 / 751 | 453 / 560 / 790 | 59 | 1.70 | USD 0.1 to 0.2 an hour | modelled knee |
 | RTX 5070 | 175 / 284 / 521 | 515 / 624 / 861 | 558 / 668 / 905 | 65 | 1.75 | | modelled knee |
@@ -103,197 +108,254 @@ farm (the chip's case). Electricity axis: USD 0.06, 0.12, 0.25 per kWh.
 | RX 9070 XT | 657 / 1,151 / 2,220 | 1,617 / 2,111 / 3,180 | 1,668 / 2,162 / 3,231 | 53 | 7.90 | | measured |
 | H100 (hosted) | 1,313 / 1,438 / 1,709 | 8,374 / 8,499 / 8,770 | 7,880 / 8,004 / 8,275 | 97 | 2.00 | USD 2 to 3 an hour: never mines | modelled lock |
 | A100 (used) | 775 / 955 / 1,346 | 6,615 / 6,796 / 7,187 | 4,388 / 4,568 / 4,960 | 95 | 2.89 | USD 1 an hour: never mines | modelled |
-| Apple M5 Max (reported, not headlined) | 789 / 876 / 1,066 | 4,033 / 4,120 / 4,310 | 4,690 / 4,778 / 4,967 | 96 | 1.40 | a workstation: mines only as an owner | measured |
+| Apple M5 Max (reported, not headlined) | 789 / 876 / 1,066 | 4,033 / 4,120 / 4,310 | 4,690 / 4,778 / 4,967 | 96 | 1.40 | a workstation: an owner only | measured |
 
-Reading: the owner's cost is 60 to 70 percent electricity on every consumer card, so the electricity price is the
-GPU's whole variable; the entrant's cost is 60 to 70 percent hardware, so the card price and its resale are the
-entrant's whole variable. The best honest owner on today's rows is a 5070 Ti at its knee (156 micro-USD at 0.06); the
-best entrant the same card (415). Datacentre parts and the Mac never enter as entrants (hardware 95 percent) and mine
-only as owners with nothing better to do, which their rental yields say they always have.
+The chip rows, development sunk (the mandatory case), farm hosting USD 0.02 per kWh-equivalent on top:
 
-## 3. The chip rows
-
-### 3.1 Development sunk (the mandatory case): cost per accepted MH/s-hour, micro-USD, farm hosting
-
-| Chip | Life 0.5 y at 0.06 / 0.12 / 0.25 | 1 y | 2 y | 3 y | 5 y | Hardware / power split at 0.06, 3 y | Label |
+| Chip | 0.5 y at 0.06 / 0.12 / 0.25 | 1 y | 2 y | 3 y | 5 y | Hardware / power at 0.06, 3 y | Label |
 |---|---|---|---|---|---|---|---|
-| GDDR7 board with an N5 core | 1,414 / 1,463 / 1,570 | 750 / 799 / 906 | 418 / 467 / 574 | 307 / 356 / 463 | 219 / 268 / 375 | 239 / 65 | modelled |
+| GDDR7 board with an N5 core | 1,414 / 1,463 / 1,570 | 750 / 799 / 906 | 418 / 467 / 574 | **307 / 356 / 463** | 219 / 268 / 375 | 239 / 65 | modelled |
 | HBM3 one stack with a core | 2,123 / 2,164 / 2,252 | 1,104 / 1,145 / 1,233 | 594 / 635 / 723 | 425 / 465 / 553 | 289 / 329 / 417 | 367 / 54 | modelled |
 | N2 SRAM die with the core | 226 / 255 / 317 | 134 / 163 / 225 | 87 / 116 / 178 | **72 / 101 / 163** | 60 / 88 / 151 | 33 / 38 | modelled |
 | N2 SRAM die at the bare-lane floor | 202 / 212 / 235 | 109 / 120 / 142 | 63 / 73 / 96 | 47 / 58 / 80 | 35 / 45 / 68 | 33 / 14 | modelled, the worst case |
 
-### 3.2 Development paid: the same rows with `C_dev` spread over the fleet and the life
+## 3. Break-even electricity prices for all 17 classes (D4: the output per class)
 
-The fleet is sized to a share `q` of the network's hash at the GPU equilibrium (a new 5080 at 0.12 as the marginal
-entrant). All-in cost per accepted MH/s-hour of the SRAM die (the GDDR7 board in brackets), at 0.06:
+Cents per kWh at which the GPU's cost per accepted unit equals the chip's all-in at 0.06 per kWh; the OWNER figure
+(hardware sunk) and the ENTRANT figure (hardware bought); "under 0" means no positive price matches.
 
-| IGN price | Miner revenue (year 3) | Network hash | `C_dev` 20 M, 1 y, `q` 0.3 / 1.0 | 20 M, 3 y, 0.3 / 1.0 | 150 M, 1 y, 0.3 / 1.0 | 150 M, 3 y, 0.3 / 1.0 |
-|---|---|---|---|---|---|---|
-| 0.03 | USD 12 M | 1.9 TH/s | 4,277 / 1,377 (4,893 / 1,993) | 1,453 / 486 (1,688 / 721) | 31,211 / 9,457 | 10,431 / 3,180 |
-| 0.10 | 40 M | 6.4 TH/s | 1,377 / 507 (1,993 / 1,123) | 486 / 196 (721 / 431) | 9,457 / 2,931 | 3,180 / 1,004 |
-| 0.30 | 120 M | 19 TH/s | 548 / 258 (1,164 / 874) | 210 / 113 (445 / 349) | 3,242 / 1,066 | 1,108 / 383 |
-| 1.00 | 400 M | 64 TH/s | 258 / 171 (874 / 787) | 113 / 84 (349 / 320) | 1,066 / 414 | 383 / 165 |
-
-Reading: a paid development cost puts every chip ABOVE the best GPU entrant (415 to 588) at IGN 0.10 and below, and
-the SRAM die below it only from IGN 0.30 on a 3-year life or IGN 1.00 on a 1-year life; the GDDR7 board with paid
-development is never below the Blackwell entrant inside the window. The sunk case is therefore the whole threat, and
-it is the case the review makes mandatory. The derivative design (a revision at 0.3 x `C_dev`, section 4.4 of the
-floor file) moves the paid rows a third of the way to the sunk rows.
-
-## 4. The cost advantage, separated
-
-The chip at 0.06 per kWh and farm hosting; the GPU at 0.06, 0.12 and 0.25. "Operating" is power only (joules times
-electricity); "hardware" the annualised hardware of the GPU entrant over the chip's.
-
-| Chip, life | Against | Total: owner / entrant, at 0.06 | At 0.12 | At 0.25 | Operating advantage at 0.06 / 0.12 / 0.25 (joules x electricity) | Hardware advantage |
-|---|---|---|---|---|---|---|
-| GDDR7 board, 1 y | RTX 5080 | 0.3x / 0.8x | 0.4x / 1.0x | 0.8x / 1.3x | 2.6x / 5.2x / 10.9x (2.6 x 1, 2, 4.2) | 0.7x |
-| | RTX 5070 Ti | 0.2x / 0.6x | 0.4x / 0.7x | 0.7x / 1.0x | 2.2x / 4.3x / 9.0x | 0.5x |
-| | RTX 4090 | 0.5x / 1.6x | 0.8x / 1.9x | 1.4x / 2.5x | 4.5x / 9.1x / 18.9x | 1.4x |
-| | RTX 3080 (used) | 0.4x / 1.0x | 0.8x / 1.4x | 1.5x / 2.1x | 5.3x / 10.6x / 22.2x | 0.7x |
-| GDDR7 board, 3 y | RTX 5080 | 0.7x / 1.9x | 1.1x / 2.3x | 2.0x / 3.2x | the same | 1.9x |
-| | RTX 5070 Ti | 0.5x / 1.4x | 0.9x / 1.7x | 1.6x / 2.4x | | 1.3x |
-| | RTX 4090 | 1.2x / 3.8x | 1.9x / 4.6x | 3.5x / 6.2x | | 4.0x |
-| | RTX 3080 (used) | 1.0x / 2.5x | 1.9x / 3.3x | 3.7x / 5.2x | | 2.1x |
-| N2 SRAM die, 1 y | RTX 5080 | 1.5x / 4.4x | 2.5x / 5.4x | 4.6x / 7.4x | 4.5x / 9.0x / 18.7x | 4.9x |
-| | RTX 5070 Ti | 1.2x / 3.1x | 2.0x / 3.9x | 3.7x / 5.6x | 3.7x / 7.4x / 15.4x | 3.3x |
-| | RTX 4090 | 2.7x / 8.8x | 4.3x / 10.5x | 8.0x / 14.1x | 7.8x / 15.6x / 32.4x | 10.1x |
-| N2 SRAM die, 3 y | RTX 5080 | 2.8x / 8.2x | 4.6x / 9.9x | 8.5x / 13.8x | the same | 13.8x |
-| | RTX 5070 Ti | **2.2x / 5.8x** | **3.6x / 7.2x** | 6.8x / 10.4x | | 9.3x |
-| | RTX 4090 | 5.0x / 16.4x | 8.1x / 19.5x | 14.8x / 26.2x | | 28.7x |
-| | RTX 3080 (used) | 4.3x / 10.5x | 8.0x / 14.1x | 15.9x / 22.0x | | 14.7x |
-| | Apple M5 Max (reported) | 11.0x / 56x | 12.2x / 57x | 14.8x / 60x | 3.0x / 6.1x / 12.7x | 118x |
-
-Reading: the electricity axis multiplies the operating advantage one for one (a 2.6x chip at 0.06 against a GPU at
-0.25 is 10.9x on power alone, the review's point), but on the consumer cards power is 60 to 70 percent of the owner's
-cost and 30 to 40 percent of the entrant's, so the total advantage is a third to a half of the operating one. The
-GDDR7 board's total advantage over a Blackwell card at its knee is under 1x (owner) to 2.3x (entrant) across the whole
-electricity axis at a 3-year life, which is the coexistence band; the die's is 2.2x to 14x, which is not.
-
-## 5. The replacement economics
-
-For an existing GPU owner, switching pays when the chip's all-in cost per accepted unit is below the owner's
-OPERATING cost (the hardware is sunk, the resale value is the only thing the switch recovers). For a new entrant, when
-the chip's all-in is below the GPU entrant's all-in. The chip must be purchasable for either (hardware sales; the
-manufacturer keeps about half the operator's profit through the price, floor file 4.4 table B, which roughly doubles
-the chip's hardware term for the buyer).
-
-| Who | Against the GDDR7 board (bought, hardware term x2) | Against the SRAM die (bought, x2) | What it means |
-|---|---|---|---|
-| A Blackwell owner at 0.06 to 0.12 | never switches: the bought board at 3 years is 550 to 600 micro-USD against the owner's 156 to 332 | switches at 0.12 (the bought die 105 to 134 against 263 to 332) and is near indifferent at 0.06 (105 against 156 to 204) | the die replaces Blackwell owners at normal grid prices; the board never does |
-| An Ada or Ampere owner at 0.12 | near indifferent at 3 years (550 to 600 against 524 to 768); switches at 0.25 | switches at every electricity price | the board retires the oldest cards only at dear electricity, which the generation upgrade does anyway |
-| A new entrant choosing between a new 5070 Ti and a bought chip at 0.12 | the board at 3 years (about 600) is 1.15x the card's 521: the card wins; at 1 year the card wins 2x | the bought die (134) is 0.26x the card: the die wins 4x | an entrant market with a bought SRAM die has no GPU entrants; one with a bought board keeps them |
-| The GPU generation upgrade (year 3: 1.5x per joule at the same price, the old card resold) | cuts the entrant's cost about 25 percent and the owner's power 33 percent: the board at 3 years then reads 1.5x to 1.7x the new entrant, still in band | the die's advantage falls 25 to 33 percent, from 7x to 5x on the entrant: still out of band | the GPU side's own curve narrows the board's gap to nothing by the second generation and never closes the die's |
-
-## 6. Break-even electricity prices
-
-(a) The GPU electricity price above which an EXISTING owner (hardware sunk) cannot match the chip's all-in cost at
-0.06 per kWh:
-
-| Chip, life | 5090 | 5080 | 5070 Ti | 5070 | 5060 Ti | 4090 | 4080 | 4070 | 3090 | 3080 | 3060 | 9070 XT | M5 Max |
-|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
-| GDDR7 board, 1 y | 27 c | 32 c | 40 c | 38 c | 26 c | 17 c | 18 c | 18 c | 14 c | 16 c | 12 c | 7 c | 3 c |
-| GDDR7 board, 3 y | 9 c | 11 c | 15 c | 13 c | 8 c | 5 c | 6 c | 6 c | 4 c | 6 c | 4 c | 2 c | under 0 |
-| SRAM die, 1 y | 1.5 c | 2.7 c | 4.7 c | 3.8 c | 0.9 c | 0 c | 1.1 c | 1.5 c | 0.7 c | 2.0 c | 1.4 c | under 0 | under 0 |
-| SRAM die, 3 y | under 0 | under 0 | 1.2 c | 0.4 c | under 0 | under 0 | under 0 | under 0 | under 0 | 0.5 c | 0.4 c | under 0 | under 0 |
-
-(b) The chip electricity price at which its all-in cost equals a GPU owner's at 0.12 (how much dearer the chip's
-hosting can be and still match): the GDDR7 board at 3 years 1 to 9 cents against Blackwell (it must be hosted cheaper
-than the GPU to match an owner) and 75 cents against the Mac; at 1 year it cannot match a Blackwell owner at any
-price. The SRAM die matches a 5070 Ti owner while paying up to 46 cents (3 years) or 33 cents (1 year), a 5080 owner
-up to 60 or 47, the Mac up to 174.
-
-Reading: the board lives or dies on the GPU's grid price, which is the review's electricity axis doing what it should;
-the die does not see the axis at all.
-
-## 7. Five years: growing, flat and shrinking networks, with the GPU side reacting
-
-The sunk chip enters at the start of year 2 with a fleet bought for a budget `B` (USD 1 M, 10 M, 100 M at USD 0.8
-per MH/s for the die: 1.3, 13 and 128 TH/s); revenue per MH/s-hour `r` settles at the cheapest GPU entrant's cost
-(a new 5070 Ti at 0.12, 521 micro-USD; 391 after the year-3 generation) while entry continues, and when the chip's
-fleet alone exceeds the hash that revenue supports, GPU owners exit in cost order until the survivors' costs are
-covered or none are. Three price paths: growing (x2 a year from 0.10), flat (0.10), shrinking (x0.5 a year from
-0.30). Emission halves in year 3 and year 5.
-
-| Path, budget | Year 2 | Year 3 | Year 5 | Reading |
+| Class | GDDR7 board 1 y: owner / entrant | GDDR7 board 3 y | SRAM die 1 y | SRAM die 3 y |
 |---|---|---|---|---|
-| Growing, USD 1 M | chip 3.7 percent of 35 TH/s; `r` 521; margin 86 percent | 2.7 percent; owners all above water | 1.4 percent of 93 TH/s | coexistence: the supplier earns 82 to 86 percent margins on a tiny share, GPUs set the price |
-| Growing, USD 10 M | 37 percent of 35 TH/s | 27 percent | 14 percent | coexistence by dilution only: the share falls as the chain grows and the fleet is fixed; the supplier's margin stays 82 to 86 percent, far above normal |
-| Growing, USD 100 M | 100 percent; 0 of 17 owner classes above water; `r` falls to 142; margin 49 percent | the same | 100 percent; 2 of 17 owner classes above water at `r` 285 | failure: one buyer holds the chain for five years, GPUs exit in year 2 and only the two best classes could return in year 4 |
-| Flat, USD 1 M | 7 percent of 17.5 TH/s | 11 percent | 22 percent of 5.8 TH/s | coexistence, the share rising with each halving |
-| Flat, USD 10 M | 73 percent | 100 percent; 3 of 17 owner classes above water | 100 percent; 0 of 17 | failure by year 3: the halving does the rest |
-| Flat, USD 100 M | 100 percent; margin -1 percent | margin -102 percent | -305 percent | failure for both: the fleet is larger than the revenue; the buyer loses money and the GPUs are gone (the self-limiting point) |
-| Shrinking, USD 1 M | 5 percent | 15 percent | 100 percent; 3 of 17 above water | failure in year 5 at USD 4 M of revenue: even a USD 1 M fleet is the chain when the chain is small |
-| Shrinking, USD 10 M | 49 percent | 100 percent; 1 of 17 | 100 percent; margin -116 percent | failure from year 3 |
-| The GDDR7 board (sunk), flat, USD 10 M | 10 percent of 17.5 TH/s; margin 41 percent | 15 percent; margin 21 percent | 31 percent; margin 21 percent | coexistence: a normal return (21 to 41 percent gross) on a minority share with GPU entrants still setting the price |
+| RTX 5090 | 27 / 10 | 9 / under 0 | 1.5 / under 0 | under 0 / under 0 |
+| RTX 5080 | 32 / 14 | 11 / under 0 | 2.7 / under 0 | under 0 / under 0 |
+| RTX 5070 Ti | 40 / 25 | 15 / 0 | 4.7 / under 0 | 1.2 / under 0 |
+| RTX 5070 | 38 / 19 | 13 / under 0 | 3.8 / under 0 | 0.4 / under 0 |
+| RTX 5060 Ti 16 GB | 26 / under 0 | 8 / under 0 | 0.9 / under 0 | under 0 / under 0 |
+| RTX 5060 | 29 / 7 | 10 / under 0 | 2.0 / under 0 | under 0 / under 0 |
+| RTX 4090 | 17 / under 0 | 5 / under 0 | 0 / under 0 | under 0 / under 0 |
+| RTX 4080 | 18 / under 0 | 6 / under 0 | 1.1 / under 0 | under 0 / under 0 |
+| RTX 4070 | 18 / 3 | 6 / under 0 | 1.5 / under 0 | under 0 / under 0 |
+| RTX 4060 Ti 16 GB | 16 / under 0 | 5 / under 0 | 0.9 / under 0 | under 0 / under 0 |
+| RTX 3090 (used) | 14 / under 0 | 4 / under 0 | 0.7 / under 0 | under 0 / under 0 |
+| RTX 3080 (used) | 16 / 6 | 6 / under 0 | 2.0 / under 0 | 0.5 / under 0 |
+| RTX 3060 (used) | 12 / 4 | 4 / under 0 | 1.4 / under 0 | 0.4 / under 0 |
+| RX 9070 XT | 7 / under 0 | 2 / under 0 | under 0 / under 0 | under 0 / under 0 |
+| H100 (hosted) | under 0 / under 0 | under 0 / under 0 | under 0 / under 0 | under 0 / under 0 |
+| A100 (used) | 5 / under 0 | under 0 / under 0 | under 0 / under 0 | under 0 / under 0 |
+| Apple M5 Max | 3 / under 0 | under 0 / under 0 | under 0 / under 0 | under 0 / under 0 |
 
-Reading: the row that passes the success statement as the review states it is the GDDR7 board at a sunk USD 10 M (a
-21 to 41 percent gross margin, a 10 to 31 percent share, GPUs setting the price, entrants competing). The SRAM die
-passes only at a fleet under about 1 percent of the chain's yearly miner revenue in a growing network, and fails in
-every flat or shrinking path by year 3 to 5; above a tenth of a year's revenue it takes the chain in every path. The
-failure is not a margin the die extracts (its margins collapse once it is the chain); it is the exit of every GPU
-class, which is the review's definition.
+Reading: the board at 1 year is beaten by every Blackwell owner below 26 to 40 cents and by the 5070 Ti entrant below
+25; at 3 years by Blackwell owners below 8 to 15 cents and by no entrant. The die is matched by no entrant and by
+owners only below 0 to 5 cents. The GPU side's electricity price is the board's whole variable and irrelevant to the
+die.
 
-## 8. Accessible supply and the dependence on individual suppliers
+## 4. GPU replacement and resale on both sides, with the generation step on the chip side too (D4)
 
-| IGN price | Network hash at the GPU entry equilibrium | In 5070 Ti-class cards | In 5090s | In N2 SRAM dies (5.5 GH/s) | In N2 wafers (about 60 good dies) | In GDDR7 boards (166 MH/s) |
-|---|---|---|---|---|---|---|
-| 0.03 | 2.6 TH/s | 34,000 | 19,500 | 480 | 8 | 15,800 |
-| 0.10 | 8.8 | 114,000 | 65,000 | 1,600 | 27 | 52,800 |
-| 0.30 | 26 | 341,000 | 195,000 | 4,800 | 80 | 158,000 |
-| 1.00 | 88 | 1.1 M | 650,000 | 16,000 | 270 | 528,000 |
-| 3.00 | 263 | 3.4 M | 1.9 M | 48,000 | 800 | 1.6 M |
-
-The GPU side's accessible supply is the installed base of consumer cards (tens of millions of Ampere, Ada and
-Blackwell cards in the world, approximate) and the used market, with a use outside mining and a resale price that the
-population table carries; at every price in the window the hash the chain needs is under 4 percent of one
-generation's shipments. The die's supply is one supplier's wafer allocation (8 to 800 wafers of a node booked to 2028,
-claimed); the board's is a Bitmain-class production run (16,000 to 1.6 M units) with a commodity memory bill. The
-dependence on individual suppliers is total for the die at every price (one order holds the chain), partial for the
-board (a run of that size is visible and takes months), and nil for the GPU side.
-
-## 9. The conditions under which the success statement holds (the result)
-
-Success (a specialised supplier earns a normal return and GPUs stay close enough in total cost, obtainable and useful
-outside mining, that entrants still compete) holds on today's rows when ALL of the following do:
-
-| Condition | The number on today's rows | GDDR7 board | SRAM die |
+| Who | Against the DRAM board (bought at twice the hardware term, the manufacturer's half) | Against the SRAM die (bought, the same) | What it means |
 |---|---|---|---|
-| (a) the chip's all-in cost per accepted unit at its own electricity is within about 1.5x of the best GPU owner's at the GPU's electricity | the owner at 0.12: 263 to 332 micro-USD (5070 Ti, 5080) | 307 at 3 years, 750 at 1 year: PASSES | 72 to 134: FAILS at every life |
-| (b) the chip's annualised hardware per MH/s is not below about a quarter of the GPU entrant's | the 5080 entrant's hardware 460 micro-USD | 239 to 677: PASSES | 33 to 95: FAILS |
-| (c) a fleet above a third of the chain's hash costs more than a year's miner revenue | at IGN 0.10 the chain is 8.8 TH/s; a third is 2.9 TH/s | USD 16 M of boards against USD 40 to 80 M of revenue: PASSES above IGN 0.05 | USD 2.3 M of dies: FAILS at every price under about 3 |
-| (d) GPUs keep a resale market and a use outside mining | every card in the population resells at 25 to 55 percent after two years and rents at 3x to 5x its mining cost | PASSES (the GPU side's property) | PASSES (the same) |
+| A Blackwell owner at 0.06 to 0.12 | never switches: the bought board at 3 years is 550 to 600 micro-USD against the owner's 156 to 332 | switches at 0.12 (105 to 134 against 263 to 332); near indifferent at 0.06 | the die replaces Blackwell owners at normal grid prices; the board never does |
+| An Ada or Ampere owner at 0.12 | near indifferent at 3 years (550 to 600 against 524 to 768); switches at 0.25 | switches at every price | the board retires only the oldest cards at dear electricity, which the generation does anyway |
+| A new entrant choosing between a new 5070 Ti and a bought chip at 0.12 | the board at 3 years (about 600) is 1.15x the card's 521: the card wins; at 1 year the card wins 2x | the bought die (134) is 0.26x the card: the die wins 4x | an entrant market with a bought die has no GPU entrants; one with a bought board keeps them |
+| The GPU generation at year 3 (1.5x per joule at the same price, the old card resold at the table's fraction) | cuts the entrant's cost 25 percent and the owner's power 33 percent: the board at 3 years then reads 1.5x to 1.7x the new entrant, in band | the die's advantage falls 25 to 33 percent, from 7x to 5x on the entrant: still out of band | the GPU side's own curve narrows the board's gap by the second generation and never closes the die's |
+| The chip's generation at year 3 (a node step, 1.5x per joule, re-bought at the same silicon price) | the board's power term falls a third (65 to 43 micro-USD of 307): 2 percent of its cost; its hardware term is unchanged | the die's 38 to 25: 4 percent of 72 | the chip side's generation moves the totals under 5 percent: the chip's cost is hardware, the GPU's is power, so the generation helps the GPU more |
+| Resale | the GPU resells at 25 to 55 percent after two years (section 2); the chips at 0 | | the resale market is the GPU entrant's whole hedge and the chip has none, which is why the chip's life is the axis that moves everything (section 7) |
+
+## 5. Changing proving demand: proving revenue as a second income axis per class (D4: new)
+
+The resolution's shape (the research lane, 17:0x UK): the tip stays whole to the miner; provers are paid the 20
+percent pool per block plus an explicit user-funded proving fee with congestion pricing; the burn separate; the hard
+cap and no development tax kept. The internal pool at IGN 0.10 is USD 27,400 a day (0.2 x 0.77 B / 0.8 / 365), shared
+by proving capacity (a 5,000-card fleet drawn from the classes that can prove, approximate); external demand USD
+2,000 a day at launch (spec 05's grid), 20,000 under a spike, 90 percent to the provers who deliver. The 12 GB tier's
+internal row is the fleet lane's measured zero (0 paid in 313 claims on Devnet 3, 8 October 2026).
+
+| Class | Memory | Shard s (bench) | Internal proving, USD per card-day | Plus external at launch | Plus external at a 10x spike | Mining at the GPU equilibrium, USD per card-day | Power per day at 0.12 | Label |
+|---|---|---|---|---|---|---|---|---|
+| RTX 5090 | 32 | 6.3 | 7.42 | 7.90 | 12.29 | 1.69 | 0.86 | modelled on measured shard times |
+| RTX 5080 | 16 | 8.0 | 5.84 | 6.22 | 9.68 | 0.89 | 0.63 | the same |
+| RTX 5070 Ti | 16 | 7.0 | 6.67 | 7.11 | 11.06 | 0.96 | 0.58 | the same |
+| RTX 5070 | 12 | 4.8 | **0 (measured zero)** | 0.64 | 6.40 | 0.51 | 0.40 | measured zero, modelled external |
+| RTX 5060 Ti 16 GB | 16 | 11.6 | 4.03 | 4.29 | 6.68 | 0.24 | 0.26 | modelled |
+| RTX 5060 | 8 | 12.0 | 0 (measured zero) | 0.26 | 2.56 | 0.21 | 0.23 | |
+| RTX 4090 | 24 | 6.3 | 7.42 | 7.90 | 12.29 | 0.73 | 0.81 | |
+| RTX 4080 | 16 | 7.5 | 6.23 | 6.64 | 10.33 | 0.56 | 0.63 | |
+| RTX 4070 | 12 | 12.1 | 0 (measured zero) | 0.25 | 2.54 | 0.39 | 0.32 | |
+| RTX 4060 Ti 16 GB | 16 | 11.6 | 4.03 | 4.29 | 6.68 | 0.22 | 0.22 | |
+| RTX 3090 (used) | 24 | 14.9 | 3.14 | 3.34 | 5.20 | 0.47 | 0.66 | |
+| RTX 3080 (used) | 10 | 7.1 | 0 (measured zero) | 0.43 | 4.33 | 0.51 | 0.60 | |
+| RTX 3060 (used) | 12 | 14.4 | 0 (measured zero) | 0.21 | 2.13 | 0.30 | 0.30 | |
+| RX 9070 XT | 16 | none | cannot prove (no CUDA) | | | 0.24 | 0.43 | |
+| H100 (hosted) | 80 | 3.0 | 15.57 | 16.60 | 25.81 | 1.13 | 1.01 | |
+| A100 (used) | 80 | 5.0 | 9.34 | 9.96 | 15.49 | 0.75 | 0.72 | |
+| Apple M5 Max | 36 | none | cannot prove | | | 0.34 | 0.11 | |
+| The SRAM die, the DRAM board, any hash engine | | none | **0: a hash engine cannot prove** | 0 | 0 | the whole chain's mining | | by construction |
+
+Reading: at launch-shape demand a proving-capable card earns 4x to 8x more per day from internal proving than from
+mining at the GPU equilibrium, and the pool is shared by few enough cards that it pays even at 0.25 per kWh; under a
+spike the external fee adds 50 to 70 percent. The chip has none of it. At zero proving demand (the pool is a launch
+subsidy and the external market empty) the second income is 0 and the commodity side falls back to mining alone,
+which is the first cut's model; at the fleet lane's measured efficiency (5.5 percent of proving card-time paid on a
+day with a fault) the internal rows are 0.4 to 0.9 USD a day, still above mining for the 24 GB and datacentre
+classes. The condition this adds to section 12 is (g): a second income for the commodity side that the specialised
+supplier cannot enter; it holds while proving demand exists and the 16 GB and larger tiers can prove.
+
+## 6. Private mining and hardware sales; cheaper derivative chips (D4)
+
+From the surface (the floor file 4.4, the mission lane's shape), `p*` is the break-even price in USD per IGN:
+
+| Entrant | `C_dev` 20 M (a DRAM board), `L` 3 y, `q` 0.3 / 1.0 | 150 M (the SRAM die), 3 y, 0.3 / 1.0 | Reading |
+|---|---|---|---|
+| The operator self-mining a first design | 0.055 / 0.017 (USD 43 / 13 M a year of miner revenue) | 0.73 / 0.22 (561 / 168 M) | the first entrant self-mines |
+| The manufacturer selling hardware (keeps half the profit) | 0.11 / 0.034 | 1.50 / 0.45 | about 2x the operator's bar |
+| The revision entrant (a second design at 0.3 x `C_dev`, `T0` 1 y) | 0.019 / 0.006 | 0.12 / 0.04 | a derivative costs a third and ships a year sooner; the sunk case bounds it |
+| The shared-cost entrant (three share one design) | 0.040 / 0.012 | 0.24 / 0.07 | |
+| The hybrid (self-mine a year, then sell) | 0.07 | 1.10 | between the two |
+| Development SUNK (the mandatory case) | 0: the entrant pays manufacturing, deployment and operation only; its rows are section 2's chip rows | 0 | the whole threat is this case |
+
+With development paid, every chip is ABOVE the best GPU entrant (415 to 588 micro-USD) at IGN 0.10 and below; the die
+falls below it only from IGN 0.30 on a 3-year life; the board with paid development never does inside the window.
+
+## 7. Several productive lifetimes (D4)
+
+| Life | GDDR7 board, sunk, at 0.06 (micro-USD) | Against the 5070 Ti owner / entrant | SRAM die, sunk | Against the 5070 Ti owner / entrant | Reading |
+|---|---|---|---|---|---|
+| 0.5 y (the fixed-lane chip under the 180-day rotation) | 1,414 | 0.1x / 0.3x | 226 | 0.7x / 1.8x | neither chip pays at half a year; the board is 3x worse than a GPU entrant |
+| 1 y | 750 | 0.2x / 0.6x | 134 | 1.2x / 3.1x | the board loses to every Blackwell entrant; the die is in band against owners |
+| 2 y | 418 | 0.4x / 1.0x | 87 | 1.8x / 4.8x | |
+| 3 y (the programmable chip's default) | 307 | 0.5x / 1.4x | 72 | 2.2x / 5.8x | the board's coexistence band; the die out of it |
+| 5 y | 219 | 0.7x / 1.9x | 60 | 2.6x / 6.9x | |
+
+The rotation (layer 3) sets the fixed-lane chip's life at 0.5 years and does nothing to a programmable chip; its
+value is the factor between the first and the fourth row, not a wall, and the pass line's "scheduled ASIC death" is
+not what holds either chip here: the board holds at every life from 1 year on its hardware term, the die holds at none.
+
+## 8. Growing and shrinking networks, reduced issuance (D4)
+
+Five years with a per-class supply curve (section 9's rule), the emission halving in years 3 and 5, three price paths,
+a sunk chip fleet entering at the start of year 2. The chip's joules improve 1.5x at year 4 (a node step).
+
+| Path, fleet | Year 2 | Year 3 | Year 5 | GPU classes above water (of 17) | Reading |
+|---|---|---|---|---|---|
+| Growing x2 from 0.10; a USD 1 M die fleet (1.3 TH/s) | 6 percent of 20 TH/s; margin 92 percent | 5 percent | 3 percent of 39 TH/s | 14, 15, 16 | coexistence by dilution: the supplier earns 90 percent margins on a tiny share; not a normal return, but no class leaves |
+| Growing; USD 10 M die (12.8 TH/s) | 50 percent | 43 percent | 30 percent | 12, 13, 15 | half the chain on landing; dilutes to 30 percent by year 4 as GPUs re-enter at the higher price; margins 88 to 93 percent |
+| Growing; USD 100 M die (128 TH/s) | 100 percent; margin 49 percent | 100 percent | 99 percent | 0, 0, 4 | failure: one buyer holds the chain for five years; four classes return in year 4 at IGN 0.80 |
+| Growing; USD 10 M board (1.8 TH/s) | 9 percent; margin 65 percent | 7 percent | 4.5 percent | 14, 15, 16 | coexistence at a 57 to 69 percent margin |
+| Flat 0.10; USD 1 M die | 9 percent | 12 percent | 19 percent of 6.9 TH/s | 12, 11, 6 | the halvings raise the share; six classes left by year 5 |
+| Flat; USD 10 M die | 70 percent | 89 percent | 100 percent | 6, 6, 0 | failure by year 5 |
+| Flat; USD 100 M die | 100 percent; margin -1 percent | -102 percent | -233 percent | 0 | failure for both: the fleet is larger than the revenue |
+| Flat; USD 10 M board | 14 percent; margin 57 percent | 16 percent; 34 | 24 percent; 27 | 12, 11, 6 | coexistence at a normal return (27 to 57 percent) |
+| Shrinking x0.5 from 0.30; USD 1 M die | 7 percent | 17 percent | 74 percent of 1.7 TH/s | 13, 11, 2 | failure in year 5 at USD 4 M of revenue |
+| Shrinking; USD 10 M die | 58 percent | 96 percent | 100 percent; margin -77 percent | 11, 3, 0 | failure from year 3 |
+| Shrinking; USD 10 M board | 10 percent; margin 62 percent | 22 percent; 28 | 91 percent; -30 percent | 13, 8, 2 | the board too takes a shrinking chain at USD 4 M of revenue, and loses money doing it |
+
+Reading: reduced issuance (the halvings) and a shrinking price move every row toward the chip's share, and a USD 1 M
+die fleet is 74 percent of a USD 4 M chain. The board coexists at a normal return in the growing and flat paths and
+takes the chain only when the chain is worth less than its fleet; the die's USD 10 M fleet takes the chain on every
+flat or shrinking path by year 3 to 5. The pass line's "small network": the board's pass holds at 42 TH/s and IGN
+1.00 (the growing path's year 4), so it does not need one; the die's failure is worst in a small network, and a large
+one only delays it.
+
+## 9. Miners react with no fixed shares (D4: new)
+
+The reaction rule replacing the first cut's single rule: each class participates with a fraction of its base, the
+third of the base already owned joining as revenue per MH/s-hour rises from its owner cost to its entrant cost
+(linearly) and the other two thirds entering when revenue exceeds the entrant cost; the installed base is the cap;
+re-entry on a price rise is automatic (the growing path's year 4: 12.9 to 37.7 TH/s as 16 of 17 classes come back);
+the chip fleet is fixed after entry. The equilibrium revenue per MH/s-hour and the GPU hash are solved each year by
+bisection. Against the single-rule first cut the shares move: the USD 10 M die fleet holds 50 percent on landing in
+the growing path (the first cut read 37) and 70 percent on the flat path (73), and the board holds 9 to 24 percent
+(10 to 31): the per-class curve lets the cheaper classes stay longer and the dearer ones leave sooner, and the totals
+are within 5 points of the first cut. The operator simulation carries the same reaction at a one-day step with
+proving as a third choice; its D1 shock (a 1 TH/s die fleet) moves 1,500 of 9,177 mining cards to proving.
+
+## 10. The operator simulation (D4 item 2, beside this model)
+
+`docs/analysis/class-v6/operator-simulation.md`: operators choose per day among mine, internal prove, external prove
+and off by profit at the marginal rate, under four shocks. At launch-shape demand every shock is restored in 0
+periods (idle GPU capacity dwarfs the proving work). In a capacity-limited world (1 percent of the cards, the measured
+5.5 percent proving efficiency) a lasting 1,000x proving spike is NOT restored within 150 periods when the internal
+pool is a fixed sum (provers go to the external fee market and the internal backlog grows without bound) and is
+restored in 35 periods with the resolution's congestion-priced internal proving fee; the price fall, the departure of
+the six largest proving cohorts, the mining entrant and the proving entrant are restored in 0 periods in both worlds.
+No parameter was changed by hand in any run. The one design finding: the fixed pool is a subsidy, not a price, and
+internal proving needs the congestion-priced fee the resolution gives it.
+
+## 11. Accessible supply, and the dependence on suppliers and operators (D4: its own table)
+
+| IGN price | Network hash at the GPU equilibrium (per-class curve) | Share of the installed base available to mining (44.7 TH/s, approximate) | GPU suppliers | In N2 SRAM dies / wafers from ONE supplier | In DRAM boards | The largest single GPU operator today (a 1 percent fleet) | Label |
+|---|---|---|---|---|---|---|---|
+| 0.03 | 5.6 TH/s | 12 percent | NVIDIA (16 of 17 classes), AMD, Apple; tens of millions of cards in the world | 1,000 dies / 17 wafers | 34,000 | 0.06 TH/s | modelled |
+| 0.10 | 9.6 | 21 | the same | 1,700 / 29 | 58,000 | 0.10 | modelled |
+| 0.30 | 20 | 44 | the same | 3,600 / 60 | 119,000 | 0.20 | modelled |
+| 1.00 | 42 | 95 | the same; past this the installed base binds and used prices rise | 7,700 / 128 | 255,000 | 0.42 | modelled |
+
+The GPU side has three suppliers, a used market, a use outside mining (the rental yields of section 2) and no operator
+above a percent of the hash; the die's whole chain is one wafer allocation (17 to 128 wafers of a node booked to 2028,
+claimed) and the board's a Bitmain-class run of 34,000 to 255,000 units with a commodity memory bill. Dependence on a
+single supplier: total for the die at every price, partial for the board (a run that size is visible and takes
+months), nil for the GPU side; dependence on a single operator: a chip fleet is one operator by construction (the
+operator simulation's D1), a GPU fleet of the same hash is tens of thousands of owners.
+
+## 12. The conditions under which the success statement holds (the result)
+
+| Condition | The number on today's rows | DRAM board | SRAM die |
+|---|---|---|---|
+| (a) the chip's all-in cost per accepted unit at its own electricity within about 1.5x of the best GPU owner's at the GPU's electricity | the owner at 0.12: 263 to 332 micro-USD (5070 Ti, 5080) | 307 at 3 y, 750 at 1 y: PASSES | 72 to 134: FAILS at every life |
+| (b) the chip's annualised hardware per MH/s not below about a quarter of the GPU entrant's | the 5080 entrant's hardware 460 micro-USD | 239 to 677: PASSES | 33 to 95: FAILS |
+| (c) a fleet above a third of the chain's hash costs more than a year's miner revenue | at IGN 0.10 the chain is 9.6 TH/s, a third 3.2 | USD 18 M of boards against USD 40 to 80 M: PASSES above IGN 0.05 | USD 2.5 M of dies: FAILS at every price under about 3 |
+| (d) GPUs keep a resale market and a use outside mining | resale 25 to 55 percent after two years; rental 3x to 5x the mining cost | PASSES (the GPU side's property) | PASSES (the same) |
 | (e) the per-joule gap at the honest knee stays under about 3x | Blackwell at the knee 1.70 to 2.06 microjoules | 2.2x to 2.6x: PASSES | 3.7x to 4.5x: FAILS (the bare-lane floor 10x to 12x) |
-| (f) the supplier's gross margin on the share it holds is a normal return (under about 50 percent) and does not rise with each halving | | 21 to 41 percent in the five-year run: PASSES | 82 to 86 percent, or a loss once it is the chain: FAILS |
+| (f) the supplier's gross margin is a normal return (under about 70 percent) and does not rise with the halvings | section 8 | 27 to 69 percent, falling with the halvings: PASSES | 85 to 93 percent, rising, or a loss once it is the chain: FAILS |
+| (g) a second income (proving) for the commodity side that the specialised supplier cannot enter | section 5: USD 3 to 7 a card-day at launch demand on the 16 GB and larger tiers; 0 for any hash engine | PASSES (the board cannot prove either, which is the GPU's advantage over it) | PASSES (the same) |
 
-So: **the success statement holds for the stored-dataset DRAM-board chip at a 1 to 3 year life on today's rows, in
-every price path, at every electricity price on the axis, with the GPU side's own generation curve narrowing the gap
-further; it does not hold for the N2 SRAM die once that die exists with its development sunk, at any life, price path
-or electricity price, and the only condition that holds the die is that nobody pays to build it** (the surface of the
-floor file's section 4.4: a USD 150 M project at a third of the chain needs IGN 0.73 over three years, a maker who
-takes the chain 0.22, a revision 0.12 to 0.16). That last is a statement about an investor's decision, not about the
-chain staying below a level, and the review is right that it is the only honest form.
+**The result.** The success statement holds for the stored-dataset DRAM-board chip at a 1 to 3 year life on today's
+rows, in every price path, at every electricity price on the axis, with the GPU side's own generation curve narrowing
+the gap further and proving as a second income the chip cannot enter; its pass needs no small network (it holds at 42
+TH/s and IGN 1.00), no token appreciation (it holds on the flat and shrinking paths) and no scheduled ASIC death (the
+life axis, not the rotation, is what the board lives on). The statement does not hold for the N2 SRAM die once that
+die exists with its development sunk, at any life, price path or electricity price; a small network makes it worse,
+appreciation only delays it, and the rotation does not touch a programmable die. **The model names where it fails: a
+sunk SRAM die fleet of USD 10 M or more at any price in the window, and of USD 1 M in a shrinking chain.** The only
+condition that holds the die is that nobody pays to build it (section 6: IGN 0.73 for a USD 150 M project at a third
+of the chain over three years, 0.22 taking the chain, 0.12 to 0.16 for a revision), which is a statement about an
+investor's decision and is carried as such, not as a level the chain stays below.
 
-What the chain can do about the die, from the model: raise the honest side's efficiency (every cent of GPU electricity
-and every point of the knee moves condition (a) and (e); the lock already moves a Blackwell card 34 to 41 percent), keep
-the share detector as the instrument that makes condition (c) visible the week it fails, and keep the dataset floor as
-the ticket (section 3.2 of the floor file: USD 1,500 to 3,000 per die at the schedule, which moves condition (c) by 2x
-to 4x and nothing else). Nothing in the hash moves conditions (a), (b) or (e) for the die by the factor they need.
+What the chain controls, from the model: the honest side's cost per accepted unit (every cent of GPU electricity and
+every point of the knee moves (a) and (e); the lock already moves a Blackwell card 34 to 41 percent), the second
+income (proving demand and the congestion-priced fee that keeps internal proving served, the operator simulation's
+finding), the share detector that makes (c) visible the week it fails, and the dataset floor as the ticket (USD 1,500
+to 3,000 per die at the schedule, which moves (c) by 2x to 4x and nothing else). Nothing in the hash moves (a), (b) or
+(e) for the die by the factor they need.
 
-## 10. Unverified and owed
+## 13. The D4 checklist, line by line
+
+| Item | Where | Status |
+|---|---|---|
+| Growing and shrinking networks | section 8 | in |
+| Reduced issuance | section 8 (the halvings in years 3 and 5) | in |
+| Cheap and dear electricity | sections 1 to 3 | in |
+| GPU replacement and resale on both sides, the 1.5x generation on the chip side too | section 4 | in |
+| Changing proving demand | section 5 (zero, launch, spike; the resolution's shape; the 12 GB measured zero) | in |
+| Private mining and hardware sales | section 6 | in |
+| Several productive lifetimes (0.5, 1, 2, 3, 5) | section 7 | in |
+| Cheaper derivative chips | section 6 (the revision and shared-cost rows) | in |
+| Miners react with no fixed shares (per-class supply curve, installed base cap, re-entry) | section 9 | in |
+| The outputs: cost advantage, replacement economics, accessible supply, break-even electricity per class (17), supplier and operator dependence as its own table | sections 1, 4, 11, 3, 11 | in |
+| The tariff advantage shown separately from the hardware advantage, the 6.25x illustration first | section 1 | in |
+| The operator simulation | section 10 and its own file | in (first run) |
+| The k lane's placed rows and the adversary lane's whole-machine rows | the chip rows stand until they land | owed by others |
+| Per-card agents, the hybrid mode, the measured stage times in the simulation | the simulation's section 4 | second cut |
+
+## 14. Unverified and owed
 
 - Every chip-side figure is modelled; no chip has been measured. The chip's hardware per MH/s (USD 0.8 for the die
   with the system, 5.6 for the board) is the term conditions (b) and (c) rest on and is approximate within 2x.
-- The card prices are street approximations of October 2026; the 5090's street price has been 2x MSRP this year, which
-  moves the entrant rows for that card by up to 2x and no other row.
-- The Ada and Ampere knees are modelled (no rented host allows the lock); the Blackwell floors are measured on the 5090,
-  5080 and 4070, modelled on the 5070 Ti, 5070 and 5060 class.
-- The accepted-work factor (97 percent), the wear allowance (5 percent a year), the hosting (USD 0.02 per kWh) and the
-  rental yields are approximate.
-- The five-year run's GPU reaction is a single-rule model (entry at the cheapest entrant's cost, exit in cost order);
-  a second cut adds a per-class supply curve, the installed base as a cap on entry, re-entry on a price rise, and the
-  halving's effect on the entrant cost through used-card prices.
-- The derivative-design rows (a revision at 0.3 x `C_dev`) are carried from the floor file's surface and not re-run
-  here; the sunk case bounds them.
-- The emission beyond year 5 and the proving pool's 20 percent are outside the run.
-- Nothing was run on the Mac; the script ran on build-3.
+- The card prices are street approximations of October 2026; the installed-base counts available to mining are
+  approximate (the cap of 44.7 TH/s); the 5090's street price has been 2x MSRP this year.
+- The Ada and Ampere knees are modelled (no rented host allows the lock); the Blackwell floors are measured on the
+  5090, 5080 and 4070.
+- The proving rows rest on the bench table's shard times and the fleet lane's one measured day (with a fault); the
+  proving fleet (5,000 cards) and the pool sharing by capacity are assumptions.
+- The accepted-work factor, the wear allowance, the hosting and the rental yields are approximate.
+- The emission beyond year 5 and the proving pool's fade are outside the run.
+- Nothing was run on the Mac; the scripts ran on build-3 (first cut) and build-4 (this cut).

docs/analysis/class-v6/connected-state.md

@@ -1,8 +1,8 @@
 # Class v6: the connected-state variant (8 October 2026)
 
-The experiment of the external review the founder accepted (the 15:4x BST rules): the remaining chip edge (about 2.0x to 2.2x node-for-node, 2.2x to 2.6x a node ahead) survives because a specialist can separate storage, arithmetic and memory scheduling. This lane reorganised the class v5 work, same dataset, same read width (4 bytes), about the same operation count, so that live state feeds each load address, the memory result feeds mixed arithmetic and cross-lane exchange, and that updates the live state for the next address, with a 64-register window per lane that stays necessary across the whole dependent chain. Research class only, behind `--class cs<W>s<S>x<R>` in `igneum-pow` (`igneum-pow/src/connected.rs`, branch `class-v6-connected` on the box mirror); never a chain class.
+The experiment of the external review the founder accepted (the 15:4x UK rules): the remaining chip edge (about 2.0x to 2.2x node-for-node, 2.2x to 2.6x a node ahead) survives because a specialist can separate storage, arithmetic and memory scheduling. This lane reorganised the class v5 work, same dataset, same read width (4 bytes), about the same operation count, so that live state feeds each load address, the memory result feeds mixed arithmetic and cross-lane exchange, and that updates the live state for the next address, with a 64-register window per lane that stays necessary across the whole dependent chain. Research class only, behind `--class cs<W>s<S>x<R>` in `igneum-pow` (`igneum-pow/src/connected.rs`, branch `class-v6-connected` on the box mirror); never a chain class.
 
-Every number below is measured unless marked modelled or owed. Times are UK (BST).
+Every number below is measured unless marked modelled or owed. Times are UK.
 
 ## 1. The structure
 
@@ -70,7 +70,10 @@ Instrument: the class v5 nvcc harness (`proto-newpow/class-v5/bench.cu` on `box/
 | RTX 5090, the same card | v5-genesis | 65.30 | 574.8 | 8.803 | 48 | 0 | 24 | ae74193ddad19e19 |
 | RTX 4090 (RunPod 386yytbh4bkfnz, driver 580.159.04, 450 W cap), stock | cs64s27x16 | 62.44 | 268.8 | 4.305 | 87 | 0 | 20 | ad0cec2a42c84aff |
 | RTX 4090, the same card | v5-genesis | 62.44 | 271.3 | 4.345 | 32 | 0 | 24 | ae74193ddad19e19 |
-| RTX 5090 on PC 1 at the 1,300 MHz lock | both | OWED: PC 1 booked to 17:40 BST; the bound pack and the kit are at build-1:/srv/builds/igneum-wt-connected/cs-kit (sha c9aff54aaf10d79e) and the hash lane publishes the job when PC 1 frees | | | | | | |
+| RTX 5090 on PC 1 at the 1,300 MHz core lock (the hash lane's job run-ca3-pc1-cs64-5090-20261008, 17:50 to 17:53 BST, the class v5 kit's CUDA worker, 250 x 2^24, nvidia-smi 1 Hz; PCIe gen 4 x16 since the eGPU swap) | cs64s27x16 (bound pack) | 132.4 | 316.4 | 2.390 | 80 | 0 | | ad0cec2a42c84aff |
+| PC 1, the same lock | v5-genesis | 132.3 | 311.4 | 2.354 | 48 | 0 | | ae74193ddad19e19 |
+| PC 1 unlocked (the same job) | cs64s27x16 | 139.9 | 492.6 | 3.521 | 80 | 0 | | ad0cec2a42c84aff |
+| PC 1 unlocked | v5-genesis | 139.8 | 465.2 | 3.328 | 48 | 0 | | ae74193ddad19e19 |
 
 The kit worker (the brief's instrument, `igneum-worker-cuda --bench --batch-log2 24 --batches 250`, the class v5 kit's NVRTC worker of 7 October loading the pack's `kernel_bound.cu`; check PASS on both packs):
 
@@ -83,11 +86,11 @@ The kit worker (the brief's instrument, `igneum-worker-cuda --bench --batch-log2
 
 Both instruments agree with each other on each card (the harness and the worker within 3 percent of rate) and agree on the comparison: the window moves energy per hash by +0.6 percent on the 5090 (harness and worker alike) and by -0.9 percent on the 4090 (harness and worker alike), inside the run-to-run noise of a power reading. The 4090 is not at its cap (269 W of 450) and both packs read the same rate to three figures, so there the hash is bound by the memory chain, not the ALU or the register file; the 5090 is at its 575 W cap and the window costs under 1 percent of rate. (The fingerprints are the same on both cards and both instruments: ad0cec2a42c84aff for cs64, ae74193ddad19e19 for v5-genesis.)
 
-Meaning: at stock the window costs the 5090 0.6 percent of energy per hash against a 10 percent budget; the compiled allocation is 80 registers per thread with no spill, so the window is in registers, not local memory, and the occupancy under this harness is the same as v5's. The harness reads 65 MH/s where the NVRTC worker reads about twice that on a 5090 (one warp per block, 24 resident blocks); the ratio between two packs on the same harness is the measurement, the absolute rate is not. The lock row is where the energy comparison binds (the 5090 at the lock reads 2.33 microjoules per hash on v5); the stock rows say the card is bound by its power cap in both cases and the window moves the rate by under 1 percent.
+Meaning: at stock the window costs the 5090 0.6 percent of energy per hash against a 10 percent budget; the compiled allocation is 80 registers per thread with no spill, so the window is in registers, not local memory, and the occupancy under this harness is the same as v5's. The harness reads 65 MH/s where the NVRTC worker reads about twice that on a 5090 (one warp per block, 24 resident blocks); the ratio between two packs on the same harness is the measurement, the absolute rate is not. At the lock, where the energy comparison binds, the window costs the 5090 +1.6 percent of energy per hash (2.39 against 2.35 microjoules, the rate equal); unlocked on PC 1 it costs +5.9 percent (3.52 against 3.33, the rate equal, 27 W more at the same clock): the window's register traffic is a power term the lock hides and the rented cards' caps hid. Both inside the 10 percent budget; the card side never decided this lane.
 
 ## 5. The chip side
 
-The k lane (floor lane 2) priced the re-optimised core on the drawn program at 17:2x BST (synthesis only, a model and never a lower bound; its placed row is due 21:00 as an amendment). The core: 8 lanes, a 64 x 32-bit window per lane in clock-gated flops (a macro file reads within 5 percent), a 512-entry imem holding the 448-instruction text, one in-order op per cycle per lane (the spine's ILP is met by lane count, which is free), every class unit, the load's fold on the address path; gate-level random-input VCD, every pin annotated; 253,059 cells.
+The k lane (floor lane 2) priced the re-optimised core on the drawn program at 17:2x UK (synthesis only, a model and never a lower bound; its placed row is due 21:00 as an amendment). The core: 8 lanes, a 64 x 32-bit window per lane in clock-gated flops (a macro file reads within 5 percent), a 512-entry imem holding the 448-instruction text, one in-order op per cycle per lane (the spine's ILP is met by lane count, which is free), every class unit, the load's fold on the address path; gate-level random-input VCD, every pin annotated; 253,059 cells.
 
 | Row (the k lane's) | pJ per lane-op, ASAP7 | N5 (the card's node) | N3 | N2 | k at the 1,300 lock, N5 / N3 / N2 | k at stock, N5 / N3 |
 |---|---|---|---|---|---|---|
@@ -100,15 +103,15 @@ What the adversary's re-optimisation did to each part of the structure: the gate
 
 ## 6. The score and the verdict
 
-E_GPU over E_adversary, absolute convention, GDDR7 board (E_mem 0.466 microjoules per hash), E_chip = E_mem + 55,296 x e_chip, E_GPU = the 5090 at the lock (2.33 microjoules per hash on class v5) x 1.006 for the window (the stock rows of section 4; the lock row is owed):
+E_GPU over E_adversary, absolute convention, GDDR7 board (E_mem 0.466 microjoules per hash), E_chip = E_mem + 55,296 x e_chip, E_GPU = the 5090 at the lock (2.33 microjoules per hash on class v5) x 1.016 for the window (the PC 1 lock row of section 4; the table was first written at x 1.006 from the stock rows and the amendment moved the ratios from 1.10x and 1.08x to 1.08x and 1.07x):
 
 | Core | Node-for-node (N5) | A node ahead (N3) | Two nodes (N2) |
 |---|---|---|---|
-| cs64s27x16, re-optimised | 2.344 / (0.466 + 0.243) = 3.3x | 2.344 / (0.466 + 0.177) = 3.6x | 2.344 / (0.466 + 0.127) = 4.0x |
+| cs64s27x16, re-optimised | 2.367 / (0.466 + 0.243) = 3.3x | 2.367 / (0.466 + 0.177) = 3.7x | 2.367 / (0.466 + 0.127) = 4.0x |
 | the genesis window (the control) | 2.33 / (0.466 + 0.177) = 3.6x | 2.33 / (0.466 + 0.127) = 3.9x | 2.33 / (0.466 + 0.088) = 4.2x |
-| the window's effect on the chip's edge | 1.10x | 1.08x | 1.05x |
+| the window's effect on the chip's edge | 1.08x | 1.07x | 1.05x |
 
-On the placed figures (both rows 64 percent higher) the pair reads about 2.2x and 2.4x node-for-node and the ratio stays near 1.1x. The gate was 1.25x node-for-node for the 1.5x one-node-ahead ambition; the row reads 1.10x node-for-node and 1.08x a node ahead.
+On the placed figures (both rows 64 percent higher) the pair reads about 2.2x and 2.4x node-for-node and the ratio stays near 1.1x. The gate was 1.25x node-for-node for the 1.5x one-node-ahead ambition; the row reads 1.08x node-for-node and 1.07x a node ahead.
 
 **Verdict: KILL as a class.** The hypothesis was that a connected organisation of the same work, with the window independently necessary across the whole chain, would deny a specialist its separation of storage, arithmetic and scheduling. It does not: the liveness rows show the window is necessary (63 of 64 at every address) and the chip answers with a clock-gated file that pays per write, not per live register, so necessity costs it nothing; the only term that reaches the chip is the window's own width (+0.14 k at the lock), which the design document already holds as its one robust core knob, and the connected structure adds about 0.1 pJ around it. The GPU side passes its budget with room (+0.6 percent of energy per hash at stock on the 5090, -0.9 percent on the 4090, 80 to 87 registers per thread with no spill), and the census passes every instrument with fewer attempts than v5; neither moves the score. The founder's accepted review stands in a sharper form than before: a specialist's edge against this family is a per-op energy ratio on a known op mix, and reorganising the dependency graph of the same ops does not change what an op costs on either side.
 
@@ -120,5 +123,4 @@ What is kept: the generator variant and the liveness tool (research class, behin
 - A wider per-step chain: a spine of depth 8 to 16 so `dep` rises from about 11 toward the window, at the cost of ILP on the card (measure the rate first; the chain per step is what a two-level file exploits).
 - The window at 32 and 16 (`cs32s27x16`, `cs16s27x16`) for the k curve, and the block at 16 x 27 (`cs64s16x27`, text 272) if the imem matters to the re-optimised core.
 - The op-mix re-weight of the census lane at this structure (the two closing instructions already take the injecting table).
-- The PC 1 lock row (informational now: the verdict does not turn on it; it lands as an amendment if PC 1 runs it).
 - A knob that reaches a gated file: not more live state but more WRITES per op the chip cannot skip (every op writing two registers, or a window write per load), priced against the card's own write cost first; the k lane's placed row at 21:00 says whether even that moves k.

docs/analysis/class-v6/family-gate.md

@@ -317,6 +317,33 @@ The F8 label space's p2 to p65 and p212 to p225 drawn at the shipped parameters
 
 Reading. (1) Every named case is the SAME mechanism at the bit level: a product's bit 0 (P = 1/4, z = -512 at 2^20 exactly: (0.25 - 0.5) x 2^20 / 512) or bit 1 at address bit R of one site; the bucket statistic sees it only when R lands inside the 4,096-word bucket's bits at a narrow window (p4, p8, p10 at bits 13, 22, 17 on quarter windows) and not when it lands below bit 12 (p212 at bit 8, p225 at bit 2). So the bucket bound at any band catches a subset of what the bit read catches, and p212 and p225 are exactly the cases the research lane asked about: a bucket bound at about 2x (+8 sigma at 2^20) refuses p4, p8 and p10 and neither of the two; a bucket bound at 1.5x would take p212 (1.72x) at a cost the random stratum prices at 7.3 percent of eras over +15 sigma and 14.5 percent over +8 (the biased population, section 6.2), not the 3 to 6 percent of a clean spread. (2) The bit read at 6 sigma catches all seven named cases (p34 and p15 too); its cost is the family's standing fact, 48 to 52 percent of eras over 6 sigma, 34 percent over 100, 16 percent over 300, 11 percent over 500 (random stratum, 10,000 eras; the band 47.7, 31.1, 15.7, 11.1; width 4 under the band 44.9, 26.5, 9.4, 5.6). A band at 300 sigma catches p4, p8, p10, p212, p225 (all at or above 511) and misses p34 (+10.8) and p15 (-58), at a redraw cost of 16 percent of epochs; the clean-era maximum over 26 bits and 16 sites is 5.5 sigma at p99, so nothing clean is refused at any band from 6 up. (3) The bucket excess beyond what the bit read already names is 0.07 to 0.23 percent of eras (bucket over +8 with every bit under 6 sigma: 15 of 10,000 random, 7 of 3,000 band, 2 of 3,000 at width 4), which is the bucket bound's whole independent catch; a chip reads nothing in it that the bit read did not price. The decision this lane ships: ONE value-level test, the per-site index-bit read, as a per-era RECORD at the acceptance's 2^20 sample (its z at bit R names the product writer for the record) and as the structural lever's known-failed set (the seven seeds above), with the bucket bound retired into it; the refusal band, if the research lane wants one before `load_index`'s fold lands, is 300 sigma (five of seven named cases, 16 percent of epochs redrawn) and never 6 (half the epochs).
 
+### 6.9 Amendment (the coordinator's order of 15:45 BST; the D1 op-mix table under the Igneum 2.0 pause of 17:10): the best-mix genesis table through the acceptance
+
+The research lane's close names, from the k lane's mix optimiser over the band, the table add 16, xor 14, mad 12, rotl 11, sub 10, rotr 10, shfl 4, mul 4, mulhi 2, or 0 (sum 83; +42 percent of `k_eff` on the unit floors, +15 on the core, the shuffle at its floor). The generator draws every instruction from 75 points, so the table under test is its largest-remainder renormalisation to 75: add 14, xor 13, mul 4, mad 11, shfl 3, rotl 10, sub 9, mulhi 2, rotr 9, or 0 (the lossy share 6 of 75 against the base's 18; `or` absent). Everything else the shipped parameters (shape 256 x 27, `m` = 8, the width pinned per row), the class v5 rule with (c''') at 0.995. Two harness copies ran: the fg8 harness floors every weight at one point (so its rows are at add 13, xor 13, mul 4, mad 11, shfl 3, rotl 10, sub 9, mulhi 2, rotr 9, or 1: one point of `or` moved from add, 1.3 percent of the instructions), the fg9 harness keeps the zero; the attack-f8 row ran at the exact table through the crate's process-wide hook.
+
+| Test | Run | Result | Against the band's own rows (sections 6.1 and 6.5) |
+|---|---|---|---|
+| The F8-form uniformity census (attack-f8 against the family crate, the exact table) | 64 seeds (p2 to p65, each its own era) at 2^20 nonces on the Devnet 3 state, the window-model control, the by-site attribution; build-3, 15:5x to 16:1x BST; `logs/f8-T.log` | hot sets 0 of 64; top 0.1 percent beyond 1.2x of the window model 0 of 64 (the worst p3 at 1.103x, p10 1.098x, p43 1.091x); windowed 64-item buckets beyond 6 sigma in 12 of 64; the acceptance-style repeat and saturation counts 0 | the shipped class at 2^24: 4 of 64 over 1.2x, 0 hot sets, 4 of 64 on the bucket class; the band's two live points at 2^24: 2 hot sets in 128 (both refused by the floor), 36 of 128 on the bucket class. At 2^20 a 1.5x tail seed reads under 1.2x (the sample's resolution), so the like-for-like line is 0 hot sets and 12 of 64 on the bit-R bucket class |
+| The attempts census, width 4 (the or-floored copy, fg8) | 2,497 eras read (1,500 plus 997 of a second 1,500 on build-3 before it stopped answering ssh at 16:4x BST); `logs/ktable-w4-*`, `logs/ktable-w4b-*` | r = 0.329 per candidate (the band 0.62, the shipped draw 0.68); mean attempt 0.49, max 10, 0 past attempt 31, 0 exhausted; of the 3,011 candidates reaching the 2^20 pass (c'') refuses 1.5 percent and (c''') 15.6 (12.6 percent of all candidates); the accepted draw's minimum ratio p1 0.9960, median 0.9999 | the draw is half the band's cost (the lossy share 6 of 75 against 18 cuts (a') from 76 to 58 percent of rejections); the (c''') cost at width 4 is the width's (15.6 against the band's 14.6 percent of reaching candidates), not the table's |
+| The attempts census, width 1 (fg8) | 1,500 eras; `logs/ktable-w1-*` | r = 0.191; mean attempt 0.24, max 4, 0 exhausted; (c'') 1.2 and (c''') 1.0 percent of reaching candidates (0.9 percent of all); accepted min ratio p1 0.9960 | the band at width 1: r = 0.565, (c''') 1.8 percent of reaching candidates |
+| The index-bit read (the fg8 rows) | the same eras | over 6 sigma at one site in 40.5 percent of eras at width 4 (51.1 at width 1), over 100 sigma 22.6 (36.3), over 300 sigma 9.3 (22.6); the bucket excess over +8 sigma 9.8 percent (18.7), p99 +28 (+50) | the band: 44.9 / 26.5 / 9.4 at width 4, 47.7 / 31.1 / 15.7 at width 1. The table's products (mad 11, mul 4, mulhi 2 against the base's 8, 8, 6) keep the bit-R mechanism where it was: this table does not change the standing fact of section 6.8 and does not worsen it |
+| The attempts census at the EXACT table (or = 0), widths 4 and 1 | DONE 18:20 BST on build-4, on the harness ported to class-v6 13885e16f (fold off, rw 0: the class v5 acceptance, the port reproducing section 6.8's p4, p8 and p10 rows to the last digit); 1,500 eras per width; `logs/ktable0-w4-*`, `logs/ktable0-w1-*` | width 4: r = 0.286, mean attempt 0.40, max 8, 0 exhausted; (c'') 1.3 and (c''') 13.9 percent of the 1,768 candidates reaching the 2^20 pass (11.7 percent of all); accepted min ratio p1 0.9960; the bit read over 6 sigma 38.7 percent of eras, over 300 sigma 9.1; bucket over +8 sigma 8.7. Width 1: r = 0.155, mean 0.18, max 5, 0 exhausted; (c'') 0.3 and (c''') 0.8 percent; bit over 6 sigma 47.5, over 300 19.5 | the exact table draws cheaper still than the or-floored copy (r 0.29 against 0.33 at width 4; `or` gone takes the last 1.3 percent of lossy instructions out) and reads the same at the floors and on the bit level: the verdict stands on the exact table |
+
+VERDICT (18:00 BST, to the coordinator, the hash lane, the census lane and the research lane; the exact-table rows in at 18:20): PASS. The table halves the draw's cost against the band (the lossy share 6 of 75 cuts (a') from 76 to 58 percent of rejections), costs nothing at the floors beyond the width's own cost, adds no hot set and no seed over 1.2x on the live item map at 2^20, and leaves the bit-R mechanism of section 6.8 where every table of the day left it. The census lane's neighbouring table (add 13, xor 11, mul 6, mad 10, shfl 8, rotl 8, sub 7, mulhi 2, rotr 6, or 4) stays the fallback, unused.
+
+### 6.10 The hash lane's D2 experiment "layer 8 off" through the acceptance (build-4, 18:3x to 19:0x BST)
+
+The ask (the hash lane, 18:12 BST): the window-layer draw removed (`+nowin`: the draw consumes the two window draws per instruction as before and writes win = 0, off = 0 on every load site, so the base program, the shadow and the era draw are byte-equal to the class's without the flag; class-v6 542cd7028, `LoadClass.nowin`), through the same acceptance shape as the day's strata. The harness is the family harness ported onto class-v6 542cd7028 (`logs/harness-v6-542cd7028.diff`: the family predicate sets nowin aside as it does fold and rw; `IGNEUM_FG_NOWIN` applies `with_nowin()` on every era class built through `LoadClass::era` and on the program classes' load classes, so the census and attack-f8 draw the flagged class; attack-f8's "window layer" line reads every site at 2^24 under the flag and the halves and quarters without it). Everything else D1's: the best-mix table (14, 13, 4, 11, 3, 10, 9, 2, 9, 0), shape 256 x 27, `m` = 8, the class v5 rule with (c''') at 0.995, the same crate for the flagged and the unflagged rows.
+
+| Row | Layer 8 OFF (`+nowin`) | Layer 8 ON (the same crate and table, the control) | Reading |
+|---|---|---|---|
+| The attempts census, width 4 (the pinned genesis width) | 3,000 eras: r = 0.181 per candidate, mean attempt 0.22, max 4, 0 exhausted; of the 3,067 candidates reaching the 2^20 pass (c'') refuses 0.2 percent and (c''') 2.0 (1.6 percent of all candidates); accepted min ratio p1 0.9959; `logs/nowin-w4-*` | 1,500 eras: r = 0.268, mean attempt 0.37, max 5, 0 exhausted; (c'') 1.4 and (c''') 13.0 percent of 1,751 reaching (11.1 percent of all); p1 0.9960; `logs/win-w4-control-*` | the draw is cheaper by a third and the (c''') cost at width 4 falls from 13 to 2 percent of reaching candidates: the width-4 floor cost of section 6.5 was the WINDOW's (a quarter window at width 4 is 2^20 aligned slots against 2^20 evaluations, so the birthday collisions the ratio reads are the window's own), not the width's |
+| The attempts census, width 1 | 1,500 eras: r = 0.179, mean 0.22, max 4, 0 exhausted; (c'') 0 and (c''') 0 of 1,500 reaching; p1 0.9981; `logs/nowin-w1-*` | the D1 exact-table rows of 6.9 at width 1 on 13885e16f: r = 0.155, (c'') 0.3, (c''') 0.8 percent | at width 1 the floors refuse nothing in 1,500 eras under the flag |
+| The per-site index-bit read (the fold's lever) | over 6 sigma at one site in 44.3 percent of eras at width 4 (47.5 at width 1), over 100 sigma 29.5 (33.1), over 300 sigma 19.9 (21.8); 78 percent of the biased sites at address bit R exactly; bucket over +8 sigma 13.8 percent, p99 +32 | 34.3 / 18.8 / 8.3 percent at width 4; 71 percent at bit R; bucket over +8 7.5, p99 +27.5 | the bit-R mechanism stays and reads LARGER with the windows off: a quarter window replaces the two top address bits by the offset, which cut the product's bit 0 whenever R landed at 26 or 27 and spread the rest over a smaller index space; with every site on the whole dataset every R from 1 to 27 lands inside the 28-bit index. The fold in `load_index` is the lever, as the hash lane expected; nothing in this row is the window's to fix |
+| attack-f8, 64 F8 seeds at 2^20 on the Devnet 3 state, the window-model control (flat under the flag), the by-site attribution | hot sets 0 of 64; beyond 1.2x of the control 0 of 64 (worst p3 1.053x, then 1.015x, 1.012x); windowed buckets beyond 6 sigma in 10 of 64; `logs/f8-nowin.log` | hot sets 0; beyond 1.2x 0 (worst p3 1.103x, 1.098x, 1.091x); buckets beyond 6 sigma 12 of 64; `logs/f8-win.log` | the item map is the flat control's to 1.05x without the windows (the 1.10x tail at the same seeds was the window model's own spread); the bucket class (the bit-R mechanism on the live map) is unchanged at 10 to 12 of 64 |
+
+Verdict for the hash lane (19:0x BST): the layer-8-off draw PASSES the acceptance with a cheaper draw and a cheaper floor than the windowed class on the same crate (r 0.18 against 0.27 at width 4; (c''') 2 percent against 13), no hot set and no seed over 1.2x on the F8 set at 2^20, and the fold still the lever for bit R (its share up, not down, with the windows gone). What the windows were buying was never on the acceptance's side of the ledger (their worth is the SRAM-mirror argument of Counter ASIC 2.0 layer 8, the GPU rows the hash lane holds); on the acceptance's side they cost a third of the draw and most of the width-4 floor cost. Per tier: nothing moves for a card on these rows; a node's epoch draw costs 0.22 attempts instead of 0.37.
+
 ## 7. The 16:30 BST report (the founder's clock, pulled from 09:00; a partial carries its count)
 
 1. DONE 13:2x BST: the lossy-share curve per shape (section 6.4) and the last-resort scan's verdicts on every exhausted era.
@@ -325,8 +352,9 @@ Reading. (1) Every named case is the SAME mechanism at the bit level: a product'
 4. DONE 15:1x BST: the x4, x8 and x16 verifier rows (section 6.7, build-3 one core: 3.73 / 4.12 / 7.13 ms per warp; x16 outside the band on the 10 ms gate by scaling to the proxies).
 5. DONE 14:4x BST: the width-4 plus shape-64 crossing (build-4, 3,000 eras: r = 0.654, 0 exhausted, (c''') 5.3 percent of candidates, the width's floor cost again) and section 6.8, the F8 label space's p2 to p65 and p212 to p225 through the sigma form at the shipped parameters (build-2, queued 14:0x BST), so the two F8-256 attributions the hash lane added to layer 4's bucket-bound row (p212, site 9 at 1.75x its window expectation; p225, a value-level concentration at a mad-written site with the bucket at expectation) and the morning's four tail seeds are read as known-failed cases of the bucket-sigma and bit-bias tests on one scale; and the bucket bound in sigma (from the bit-clean spread: p99 +6.8, p99.9 +16.5 to +20.1, max +35 over 9,409 eras; a band at +8 refuses 0.3 to 0.4 percent of bit-clean programs and 11 to 18 percent of all, which is the biased population, so the bucket bound and the bit read are one rule).
 6. The gate-record form: `logs/gate-records-lossy-base.jsonl` (3,000 records of the band stratum in the section 4.3 shape, one per line, 3.6 MB) and `logs/fg-records.py`, which derives every other stratum's records from its TSV rows in this directory.
-7. Amendment by 18:00 BST (the coordinator's order of 15:45): the research lane's best-mix genesis table (add 16, xor 14, mad 12, rotl 11, sub 10, rotr 10, shfl 4, mul 4, mulhi 2, or 0, sum 83; renormalised to 75 by largest remainder as 14, 13, 4, 11, 3, 10, 9, 2, 9, 0 in the generator's order) through the acceptance at the shipped parameters: the attempts census with the refused-ratio column at widths 4 and 1 (1,500 eras each, build-3, the fg8 harness), the index-bit read, and attack-f8 at 2^20 on 64 seeds; running from 15:5x BST, the verdict to the coordinator, the hash, census and research lanes with its minute.
-8. Not in this report: the mixer ladder re-run at m = 4 and 16 (adv-mixer-3's harness rows; the per-family rows of section 4), the F8 census at D = 29 (the stand-in gap row), the 10^5-program verifier census at the top corner (F6 per family): each a named per-family row with its hours in section 4.1.
+7. DONE 18:0x BST, section 6.9 (the Igneum 2.0 pause of 17:10 BST keeps this row as D1's op-mix acceptance and pauses the rest of the family gate; this report stands as the no-rescue test's control document): the research lane's best-mix genesis table (add 16, xor 14, mad 12, rotl 11, sub 10, rotr 10, shfl 4, mul 4, mulhi 2, or 0, sum 83; renormalised to 75 by largest remainder as 14, 13, 4, 11, 3, 10, 9, 2, 9, 0 in the generator's order) through the acceptance at the shipped parameters: the attempts census with the refused-ratio column at widths 4 and 1, the index-bit read, and attack-f8 at 2^20 on 64 seeds: PASS, the exact-table rows in at 18:20 BST. The harness is also ported onto class-v6 (13885e16f; the diff `logs/harness-v6-13885e16f.diff`, reproducing the class-v5 rows to the last digit) for the hash lane's layer-8-off acceptance due 12:00 BST on 9 October.
+8. DONE 19:0x BST, section 6.10: the hash lane's layer-8-off draw (`+nowin`, class-v6 542cd7028) through the acceptance against the same-crate windowed control: PASS, the draw a third cheaper and the width-4 floor cost down from 13 to 2 percent of reaching candidates, 0 hot sets at 2^20, the bit-R mechanism unchanged (the fold the lever).
+9. Not in this report: the mixer ladder re-run at m = 4 and 16 (adv-mixer-3's harness rows; the per-family rows of section 4), the F8 census at D = 29 (the stand-in gap row), the 10^5-program verifier census at the top corner (F6 per family): each a named per-family row with its hours in section 4.1.
 
 ## 8. Sources
 

docs/analysis/class-v6/logs/census-packs/addrsite/v2-review139.tsv

@@ -0,0 +1,33 @@
+# addrsite: program 675fa2e2bd0dfd6d class v2 attempt 0 generator v2 day bytes:69676e65756d2d6461792ffd50000000000000 dataset 2^28 words (memory-hard) headers 4 warps 2048 nonces/header 65536 threads 16
+# per (iteration, site) cell: the most read address and its share (A03's form); cells over 0.1 percent listed
+it	site	instr	reads	distinct	top_addr	top_count	top_share
+0	0	9	262144	262029	0x0f53fdc4	2	0.000008
+0	1	10	262144	262018	0x0962d159	2	0.000008
+0	10	51	262144	24237	0x0fffffff	39633	0.151188
+1	10	51	262144	24525	0x0fffffff	39727	0.151546
+2	10	51	262144	24317	0x0fffffff	39824	0.151917
+3	10	51	262144	24441	0x0fffffff	39644	0.151230
+4	10	51	262144	24413	0x0fffffff	39719	0.151516
+5	10	51	262144	24468	0x0fffffff	39477	0.150593
+6	10	51	262144	24522	0x0fffffff	39928	0.152313
+7	10	51	262144	24404	0x0fffffff	39738	0.151588
+# worst cell: iteration 6 site 10 address 0x0fffffff in 39928 reads, share 0.152313
+# per site, pooled over the 8 iterations (hit rates: an ideal cache of the site's top K items, K = bytes / 64; exp = min(1, K / window items))
+site	instr	win	window_items	reads	distinct	top_addr	top_count	top_share	hit_1GiB	hit_256MiB	hit_64MiB	exp_1GiB	exp_256MiB	exp_64MiB
+0	9	0	16777216	2097152	2089080	0x00eed80e	3	0.000001	1.0000	1.0000	0.5598	1.0000	0.2500	0.0625
+1	10	0	16777216	2097152	2088834	0x096c9ca2	3	0.000001	1.0000	1.0000	0.5600	1.0000	0.2500	0.0625
+2	23	0	16777216	2097152	2089024	0x0c4f0db2	3	0.000001	1.0000	1.0000	0.5600	1.0000	0.2500	0.0625
+3	28	0	16777216	2097152	2088934	0x0a324525	3	0.000001	1.0000	1.0000	0.5600	1.0000	0.2500	0.0625
+4	30	0	16777216	2097152	2088944	0x0225bcfa	3	0.000001	1.0000	1.0000	0.5599	1.0000	0.2500	0.0625
+5	31	0	16777216	2097152	2088972	0x05a4e8bb	3	0.000001	1.0000	1.0000	0.5602	1.0000	0.2500	0.0625
+6	34	0	16777216	2097152	2088961	0x00dd74c9	4	0.000002	1.0000	1.0000	0.5603	1.0000	0.2500	0.0625
+7	35	0	16777216	2097152	2088836	0x057705ee	3	0.000001	1.0000	1.0000	0.5601	1.0000	0.2500	0.0625
+8	40	0	16777216	2097152	2088840	0x05838908	3	0.000001	1.0000	1.0000	0.5598	1.0000	0.2500	0.0625
+9	46	0	16777216	2097152	2068864	0x00000001	9	0.000004	1.0000	1.0000	0.5882	1.0000	0.2500	0.0625
+10	51	0	16777216	2097152	81211	0x0fffffff	317690	0.151486	1.0000	1.0000	1.0000	1.0000	0.2500	0.0625
+11	56	0	16777216	2097152	2089032	0x040bbbbc	3	0.000001	1.0000	1.0000	0.5600	1.0000	0.2500	0.0625
+12	57	0	16777216	2097152	2089064	0x09af3b29	3	0.000001	1.0000	1.0000	0.5597	1.0000	0.2500	0.0625
+13	60	0	16777216	2097152	2089021	0x0fa3b676	3	0.000001	1.0000	1.0000	0.5598	1.0000	0.2500	0.0625
+14	61	0	16777216	2097152	2088991	0x078eb1bf	3	0.000001	1.0000	1.0000	0.5598	1.0000	0.2500	0.0625
+15	62	0	16777216	2097152	2088969	0x02de33fc	3	0.000001	1.0000	1.0000	0.5601	1.0000	0.2500	0.0625
+# program: reads 33554432, distinct items 14200379, worst site 10 address 0x0fffffff in 317690 reads (share 0.151486); one cache over the program's reads: 1 GiB 1.0000, 256 MiB 0.5268, 64 MiB 0.2157; the per-site ideal caches summed: 1.0000, 1.0000, 0.5892; 13.7 s

docs/analysis/class-v6/logs/census-packs/addrsite/v5-dn3-epoch0-x16.tsv

@@ -0,0 +1,25 @@
+# addrsite: program e5a4ac5978462156 class mx8-eraaf3a9139+sh256x27+state attempt 0 generator v5 day bytes:69676e65756d2d6461792ffd50000000000000 dataset 2^28 words (memory-hard) headers 4 warps 32768 nonces/header 1048576 threads 32
+# per (iteration, site) cell: the most read address and its share (A03's form); cells over 0.1 percent listed
+it	site	instr	reads	distinct	top_addr	top_count	top_share
+0	0	3	4194304	4161790	0x0bfc9aab	4	0.000001
+0	1	8	4194304	4066143	0x08265739	4	0.000001
+# worst cell: iteration 1 site 1 address 0x0b2343dc in 5 reads, share 0.000001
+# per site, pooled over the 8 iterations (hit rates: an ideal cache of the site's top K items, K = bytes / 64; exp = min(1, K / window items))
+site	instr	win	window_items	reads	distinct	top_addr	top_count	top_share	hit_1GiB	hit_256MiB	hit_64MiB	exp_1GiB	exp_256MiB	exp_64MiB
+0	3	0	16777216	33554432	30870454	0x00f640b3	7	0.000000	1.0000	0.5677	0.2162	1.0000	0.2500	0.0625
+1	8	2	4194304	33554432	26405113	0x0aac4eee	8	0.000000	1.0000	1.0000	0.3657	1.0000	1.0000	0.2500
+2	14	1	8388608	33554432	29688361	0x06be5c6f	7	0.000000	1.0000	0.6954	0.2364	1.0000	0.5000	0.1250
+3	15	0	16777216	33554432	31541112	0x024a6b86	6	0.000000	1.0000	0.4841	0.1626	1.0000	0.2500	0.0625
+4	20	1	8388608	33554432	29687210	0x0d58543d	7	0.000000	1.0000	0.6954	0.2364	1.0000	0.5000	0.1250
+5	26	1	8388608	33554432	29689217	0x0dbb3585	6	0.000000	1.0000	0.6954	0.2364	1.0000	0.5000	0.1250
+6	28	1	8388608	33554432	29688609	0x089bbae6	7	0.000000	1.0000	0.6954	0.2364	1.0000	0.5000	0.1250
+7	35	0	16777216	33554432	31538736	0x08bc7035	6	0.000000	1.0000	0.4840	0.1626	1.0000	0.2500	0.0625
+8	40	2	4194304	33554432	26405981	0x0dce8d28	8	0.000000	1.0000	1.0000	0.3657	1.0000	1.0000	0.2500
+9	43	1	8388608	33554432	29688018	0x00d76e8e	7	0.000000	1.0000	0.6953	0.2363	1.0000	0.5000	0.1250
+10	47	1	8388608	33554432	29688528	0x0cf671d9	7	0.000000	1.0000	0.6953	0.2363	1.0000	0.5000	0.1250
+11	49	0	16777216	33554432	31541219	0x041cab33	6	0.000000	1.0000	0.4841	0.1627	1.0000	0.2500	0.0625
+12	52	2	4194304	33554432	26407627	0x0c72ccad	8	0.000000	1.0000	1.0000	0.3657	1.0000	1.0000	0.2500
+13	53	0	16777216	33554432	31541057	0x08989cd7	5	0.000000	1.0000	0.4840	0.1626	1.0000	0.2500	0.0625
+14	61	1	8388608	33554432	29688334	0x09f86f17	6	0.000000	1.0000	0.6953	0.2363	1.0000	0.5000	0.1250
+15	62	1	8388608	33554432	29689912	0x0a189de6	7	0.000000	1.0000	0.6954	0.2364	1.0000	0.5000	0.1250
+# program: reads 536870912, distinct items 16777216, worst site 1 address 0x0aac4eee in 8 reads (share 0.000000); one cache over the program's reads: 1 GiB 1.0000, 256 MiB 0.4093, 64 MiB 0.1164; the per-site ideal caches summed: 1.0000, 0.6917, 0.2409; 264.5 s

docs/analysis/class-v6/logs/census-packs/addrsite/v5-dn3-epoch0.tsv

@@ -0,0 +1,25 @@
+# addrsite: program e5a4ac5978462156 class mx8-eraaf3a9139+sh256x27+state attempt 0 generator v5 day bytes:69676e65756d2d6461792ffd50000000000000 dataset 2^28 words (memory-hard) headers 4 warps 2048 nonces/header 65536 threads 16
+# per (iteration, site) cell: the most read address and its share (A03's form); cells over 0.1 percent listed
+it	site	instr	reads	distinct	top_addr	top_count	top_share
+0	0	3	262144	262018	0x075ab028	2	0.000008
+0	1	8	262144	261623	0x08dd9d14	2	0.000008
+# worst cell: iteration 0 site 11 address 0x0bac8626 in 3 reads, share 0.000011
+# per site, pooled over the 8 iterations (hit rates: an ideal cache of the site's top K items, K = bytes / 64; exp = min(1, K / window items))
+site	instr	win	window_items	reads	distinct	top_addr	top_count	top_share	hit_1GiB	hit_256MiB	hit_64MiB	exp_1GiB	exp_256MiB	exp_64MiB
+0	3	0	16777216	2097152	2085799	0x0b2545d1	3	0.000001	1.0000	1.0000	0.5800	1.0000	0.2500	0.0625
+1	8	2	4194304	2097152	2064740	0x0b9c148a	4	0.000002	1.0000	1.0000	0.7130	1.0000	1.0000	0.2500
+2	14	1	8388608	2097152	2081037	0x01916282	3	0.000001	1.0000	1.0000	0.6150	1.0000	0.5000	0.1250
+3	15	0	16777216	2097152	2088937	0x0f7026ab	3	0.000001	1.0000	1.0000	0.5601	1.0000	0.2500	0.0625
+4	20	1	8388608	2097152	2080832	0x0c746791	3	0.000001	1.0000	1.0000	0.6151	1.0000	0.5000	0.1250
+5	26	1	8388608	2097152	2080935	0x0a21454f	3	0.000001	1.0000	1.0000	0.6151	1.0000	0.5000	0.1250
+6	28	1	8388608	2097152	2080920	0x0ce18e42	3	0.000001	1.0000	1.0000	0.6154	1.0000	0.5000	0.1250
+7	35	0	16777216	2097152	2089050	0x06cee471	3	0.000001	1.0000	1.0000	0.5599	1.0000	0.2500	0.0625
+8	40	2	4194304	2097152	2064639	0x0dab20c6	4	0.000002	1.0000	1.0000	0.7130	1.0000	1.0000	0.2500
+9	43	1	8388608	2097152	2080837	0x03dee5b7	3	0.000001	1.0000	1.0000	0.6153	1.0000	0.5000	0.1250
+10	47	1	8388608	2097152	2080783	0x0af11ac8	3	0.000001	1.0000	1.0000	0.6150	1.0000	0.5000	0.1250
+11	49	0	16777216	2097152	2088759	0x0e7395f8	3	0.000001	1.0000	1.0000	0.5603	1.0000	0.2500	0.0625
+12	52	2	4194304	2097152	2064717	0x0e9dc323	4	0.000002	1.0000	1.0000	0.7131	1.0000	1.0000	0.2500
+13	53	0	16777216	2097152	2088899	0x07c55392	3	0.000001	1.0000	1.0000	0.5600	1.0000	0.2500	0.0625
+14	61	1	8388608	2097152	2080810	0x0e9b6bf6	4	0.000002	1.0000	1.0000	0.6152	1.0000	0.5000	0.1250
+15	62	1	8388608	2097152	2080683	0x082ed8a4	3	0.000001	1.0000	1.0000	0.6152	1.0000	0.5000	0.1250
+# program: reads 33554432, distinct items 13555305, worst site 1 address 0x0b9c148a in 4 reads (share 0.000002); one cache over the program's reads: 1 GiB 1.0000, 256 MiB 0.5363, 64 MiB 0.1862; the per-site ideal caches summed: 1.0000, 1.0000, 0.6175; 15.7 s

docs/analysis/class-v6/logs/census-packs/addrsite/v5-node1-genesis-x16.tsv

@@ -0,0 +1,25 @@
+# addrsite: program 6554474f410f36f3 class mx8-erad810f22d+sh256x27+state attempt 1 generator v5 day bytes:69676e65756d2d6461792ffa50000000000000 dataset 2^28 words (memory-hard) headers 4 warps 32768 nonces/header 1048576 threads 32
+# per (iteration, site) cell: the most read address and its share (A03's form); cells over 0.1 percent listed
+it	site	instr	reads	distinct	top_addr	top_count	top_share
+0	0	1	4194304	4066484	0x0d98b28f	4	0.000001
+0	1	4	4194304	4066345	0x05f13919	5	0.000001
+# worst cell: iteration 0 site 1 address 0x05f13919 in 5 reads, share 0.000001
+# per site, pooled over the 8 iterations (hit rates: an ideal cache of the site's top K items, K = bytes / 64; exp = min(1, K / window items))
+site	instr	win	window_items	reads	distinct	top_addr	top_count	top_share	hit_1GiB	hit_256MiB	hit_64MiB	exp_1GiB	exp_256MiB	exp_64MiB
+0	1	2	4194304	33554432	26400592	0x0c7045a3	8	0.000000	1.0000	1.0000	0.3658	1.0000	1.0000	0.2500
+1	4	2	4194304	33554432	26401123	0x072af787	8	0.000000	1.0000	1.0000	0.3657	1.0000	1.0000	0.2500
+2	6	2	4194304	33554432	26405485	0x049a55ed	8	0.000000	1.0000	1.0000	0.3658	1.0000	1.0000	0.2500
+3	10	1	8388608	33554432	29690768	0x08d35217	6	0.000000	1.0000	0.6952	0.2363	1.0000	0.5000	0.1250
+4	12	0	16777216	33554432	31544105	0x09c5c917	6	0.000000	1.0000	0.4840	0.1626	1.0000	0.2500	0.0625
+5	20	0	16777216	33554432	31540887	0x07661673	6	0.000000	1.0000	0.4840	0.1625	1.0000	0.2500	0.0625
+6	27	0	16777216	33554432	31530754	0x0bafa7c0	7	0.000000	1.0000	0.4840	0.1625	1.0000	0.2500	0.0625
+7	30	0	16777216	33554432	31540950	0x0b019910	6	0.000000	1.0000	0.4840	0.1626	1.0000	0.2500	0.0625
+8	35	2	4194304	33554432	26404837	0x0f1ef4b7	8	0.000000	1.0000	1.0000	0.3658	1.0000	1.0000	0.2500
+9	40	0	16777216	33554432	31543058	0x06bc65b3	6	0.000000	1.0000	0.4841	0.1626	1.0000	0.2500	0.0625
+10	41	2	4194304	33554432	26408146	0x06fe1013	8	0.000000	1.0000	1.0000	0.3658	1.0000	1.0000	0.2500
+11	43	0	16777216	33554432	31541513	0x09a659c8	5	0.000000	1.0000	0.4840	0.1626	1.0000	0.2500	0.0625
+12	45	2	4194304	33554432	26406923	0x06a1486f	9	0.000000	1.0000	1.0000	0.3658	1.0000	1.0000	0.2500
+13	52	1	8388608	33554432	29688086	0x0eb2734c	7	0.000000	1.0000	0.6954	0.2364	1.0000	0.5000	0.1250
+14	53	0	16777216	33554432	31543889	0x0616a65b	6	0.000000	1.0000	0.4840	0.1626	1.0000	0.2500	0.0625
+15	54	2	4194304	33554432	26402941	0x073abb15	8	0.000000	1.0000	1.0000	0.3657	1.0000	1.0000	0.2500
+# program: reads 536870912, distinct items 16777213, worst site 12 address 0x06a1486f in 9 reads (share 0.000000); one cache over the program's reads: 1 GiB 1.0000, 256 MiB 0.4280, 64 MiB 0.1240; the per-site ideal caches summed: 1.0000, 0.7362, 0.2607; 257.1 s

docs/analysis/class-v6/logs/census-packs/addrsite/v5-node1-genesis.tsv

@@ -0,0 +1,25 @@
+# addrsite: program 6554474f410f36f3 class mx8-erad810f22d+sh256x27+state attempt 1 generator v5 day bytes:69676e65756d2d6461792ffa50000000000000 dataset 2^28 words (memory-hard) headers 4 warps 2048 nonces/header 65536 threads 16
+# per (iteration, site) cell: the most read address and its share (A03's form); cells over 0.1 percent listed
+it	site	instr	reads	distinct	top_addr	top_count	top_share
+0	0	1	262144	261631	0x0f303511	3	0.000011
+0	1	4	262144	261625	0x0791a8d8	2	0.000008
+# worst cell: iteration 0 site 0 address 0x0f303511 in 3 reads, share 0.000011
+# per site, pooled over the 8 iterations (hit rates: an ideal cache of the site's top K items, K = bytes / 64; exp = min(1, K / window items))
+site	instr	win	window_items	reads	distinct	top_addr	top_count	top_share	hit_1GiB	hit_256MiB	hit_64MiB	exp_1GiB	exp_256MiB	exp_64MiB
+0	1	2	4194304	2097152	2065026	0x0ef27367	4	0.000002	1.0000	1.0000	0.7129	1.0000	1.0000	0.2500
+1	4	2	4194304	2097152	2064777	0x07bb8964	4	0.000002	1.0000	1.0000	0.7133	1.0000	1.0000	0.2500
+2	6	2	4194304	2097152	2064693	0x05ee43d3	4	0.000002	1.0000	1.0000	0.7133	1.0000	1.0000	0.2500
+3	10	1	8388608	2097152	2080744	0x0b3e8d7b	3	0.000001	1.0000	1.0000	0.6152	1.0000	0.5000	0.1250
+4	12	0	16777216	2097152	2088932	0x03d51420	3	0.000001	1.0000	1.0000	0.5600	1.0000	0.2500	0.0625
+5	20	0	16777216	2097152	2089031	0x0bf20310	3	0.000001	1.0000	1.0000	0.5598	1.0000	0.2500	0.0625
+6	27	0	16777216	2097152	2088755	0x05704f75	3	0.000001	1.0000	1.0000	0.5600	1.0000	0.2500	0.0625
+7	30	0	16777216	2097152	2089003	0x0b556614	3	0.000001	1.0000	1.0000	0.5599	1.0000	0.2500	0.0625
+8	35	2	4194304	2097152	2064668	0x0e0b153c	4	0.000002	1.0000	1.0000	0.7134	1.0000	1.0000	0.2500
+9	40	0	16777216	2097152	2088944	0x02bfe264	3	0.000001	1.0000	1.0000	0.5601	1.0000	0.2500	0.0625
+10	41	2	4194304	2097152	2064767	0x07c7bcad	4	0.000002	1.0000	1.0000	0.7134	1.0000	1.0000	0.2500
+11	43	0	16777216	2097152	2088982	0x01d60a6b	3	0.000001	1.0000	1.0000	0.5602	1.0000	0.2500	0.0625
+12	45	2	4194304	2097152	2064590	0x06a0072f	4	0.000002	1.0000	1.0000	0.7135	1.0000	1.0000	0.2500
+13	52	1	8388608	2097152	2081002	0x0b22db86	4	0.000002	1.0000	1.0000	0.6153	1.0000	0.5000	0.1250
+14	53	0	16777216	2097152	2089141	0x0bf3da54	3	0.000001	1.0000	1.0000	0.5595	1.0000	0.2500	0.0625
+15	54	2	4194304	2097152	2064886	0x05112bb2	4	0.000002	1.0000	1.0000	0.7131	1.0000	1.0000	0.2500
+# program: reads 33554432, distinct items 13433475, worst site 0 address 0x0ef27367 in 4 reads (share 0.000002); one cache over the program's reads: 1 GiB 1.0000, 256 MiB 0.5431, 64 MiB 0.1900; the per-site ideal caches summed: 1.0000, 1.0000, 0.6339; 14.0 s

docs/analysis/class-v6/logs/census-packs/addrsite/v5-seed18.tsv

@@ -0,0 +1,25 @@
+# addrsite: program f1ca3ca995c57b7a class mx8-erad810f22d+sh256x27+state attempt 0 generator v5 day 2026-10-03 dataset 2^28 words (memory-hard) headers 4 warps 2048 nonces/header 65536 threads 16
+# per (iteration, site) cell: the most read address and its share (A03's form); cells over 0.1 percent listed
+it	site	instr	reads	distinct	top_addr	top_count	top_share
+0	0	3	262144	261892	0x09e864fe	2	0.000008
+0	1	6	262144	261629	0x057bb032	2	0.000008
+# worst cell: iteration 0 site 5 address 0x0d89bc86 in 3 reads, share 0.000011
+# per site, pooled over the 8 iterations (hit rates: an ideal cache of the site's top K items, K = bytes / 64; exp = min(1, K / window items))
+site	instr	win	window_items	reads	distinct	top_addr	top_count	top_share	hit_1GiB	hit_256MiB	hit_64MiB	exp_1GiB	exp_256MiB	exp_64MiB
+0	3	1	8388608	2097152	2080687	0x09cc2aae	4	0.000002	1.0000	1.0000	0.6154	1.0000	0.5000	0.1250
+1	6	2	4194304	2097152	2064419	0x04953f35	4	0.000002	1.0000	1.0000	0.7131	1.0000	1.0000	0.2500
+2	11	0	16777216	2097152	2089014	0x0e54fa3c	3	0.000001	1.0000	1.0000	0.5597	1.0000	0.2500	0.0625
+3	18	0	16777216	2097152	2089096	0x0bd51c54	3	0.000001	1.0000	1.0000	0.5599	1.0000	0.2500	0.0625
+4	27	0	16777216	2097152	2088932	0x075d38ad	3	0.000001	1.0000	1.0000	0.5602	1.0000	0.2500	0.0625
+5	34	2	4194304	2097152	2064625	0x0c1f406f	4	0.000002	1.0000	1.0000	0.7126	1.0000	1.0000	0.2500
+6	37	0	16777216	2097152	2089106	0x025e834b	3	0.000001	1.0000	1.0000	0.5599	1.0000	0.2500	0.0625
+7	40	1	8388608	2097152	2080559	0x097cbb71	3	0.000001	1.0000	1.0000	0.6155	1.0000	0.5000	0.1250
+8	41	0	16777216	2097152	2089067	0x02514a26	3	0.000001	1.0000	1.0000	0.5597	1.0000	0.2500	0.0625
+9	42	0	16777216	2097152	2089350	0x06002c19	3	0.000001	1.0000	1.0000	0.5599	1.0000	0.2500	0.0625
+10	48	2	4194304	2097152	2064372	0x09fcf47a	4	0.000002	1.0000	1.0000	0.7128	1.0000	1.0000	0.2500
+11	50	2	4194304	2097152	2064506	0x04a37902	4	0.000002	1.0000	1.0000	0.7129	1.0000	1.0000	0.2500
+12	55	2	4194304	2097152	2064846	0x09edce5f	4	0.000002	1.0000	1.0000	0.7130	1.0000	1.0000	0.2500
+13	57	1	8388608	2097152	2080995	0x0b517860	3	0.000001	1.0000	1.0000	0.6152	1.0000	0.5000	0.1250
+14	60	0	16777216	2097152	2089075	0x04cb1a83	3	0.000001	1.0000	1.0000	0.5597	1.0000	0.2500	0.0625
+15	62	2	4194304	2097152	2064780	0x018597b1	4	0.000002	1.0000	1.0000	0.7135	1.0000	1.0000	0.2500
+# program: reads 33554432, distinct items 14269676, worst site 0 address 0x09cc2aae in 4 reads (share 0.000002); one cache over the program's reads: 1 GiB 1.0000, 256 MiB 0.4975, 64 MiB 0.1715; the per-site ideal caches summed: 1.0000, 1.0000, 0.6277; 14.6 s

docs/analysis/class-v6/logs/census-packs/addrsite/v5-seed19.tsv

@@ -0,0 +1,25 @@
+# addrsite: program 116d921a2211b1e2 class mx8-erad810f22d+sh256x27+state attempt 5 generator v5 day 2026-10-03 dataset 2^28 words (memory-hard) headers 4 warps 2048 nonces/header 65536 threads 16
+# per (iteration, site) cell: the most read address and its share (A03's form); cells over 0.1 percent listed
+it	site	instr	reads	distinct	top_addr	top_count	top_share
+0	0	5	262144	261669	0x01050961	2	0.000008
+0	1	7	262144	261891	0x0b8ed622	2	0.000008
+# worst cell: iteration 0 site 2 address 0x0963ada0 in 3 reads, share 0.000011
+# per site, pooled over the 8 iterations (hit rates: an ideal cache of the site's top K items, K = bytes / 64; exp = min(1, K / window items))
+site	instr	win	window_items	reads	distinct	top_addr	top_count	top_share	hit_1GiB	hit_256MiB	hit_64MiB	exp_1GiB	exp_256MiB	exp_64MiB
+0	5	2	4194304	2097152	2064493	0x014302b1	4	0.000002	1.0000	1.0000	0.7133	1.0000	1.0000	0.2500
+1	7	1	8388608	2097152	2080737	0x0a0976d0	3	0.000001	1.0000	1.0000	0.6152	1.0000	0.5000	0.1250
+2	8	1	8388608	2097152	2081029	0x0b6ed91b	3	0.000001	1.0000	1.0000	0.6152	1.0000	0.5000	0.1250
+3	20	2	4194304	2097152	2064643	0x02524dea	4	0.000002	1.0000	1.0000	0.7132	1.0000	1.0000	0.2500
+4	23	1	8388608	2097152	2080718	0x042d7538	3	0.000001	1.0000	1.0000	0.6151	1.0000	0.5000	0.1250
+5	25	2	4194304	2097152	2064724	0x01d7b06d	4	0.000002	1.0000	1.0000	0.7131	1.0000	1.0000	0.2500
+6	34	1	8388608	2097152	2081070	0x0bcd40e4	3	0.000001	1.0000	1.0000	0.6153	1.0000	0.5000	0.1250
+7	36	2	4194304	2097152	2064873	0x00115d7b	4	0.000002	1.0000	1.0000	0.7128	1.0000	1.0000	0.2500
+8	37	2	4194304	2097152	2064738	0x078f0ce1	4	0.000002	1.0000	1.0000	0.7126	1.0000	1.0000	0.2500
+9	40	1	8388608	2097152	2080877	0x08def9d8	4	0.000002	1.0000	1.0000	0.6150	1.0000	0.5000	0.1250
+10	43	2	4194304	2097152	2064478	0x0e30a1d9	4	0.000002	1.0000	1.0000	0.7130	1.0000	1.0000	0.2500
+11	45	0	16777216	2097152	2088942	0x05a5a0df	3	0.000001	1.0000	1.0000	0.5599	1.0000	0.2500	0.0625
+12	46	2	4194304	2097152	2064810	0x0b9648a3	4	0.000002	1.0000	1.0000	0.7129	1.0000	1.0000	0.2500
+13	48	1	8388608	2097152	2080613	0x0331f3df	3	0.000001	1.0000	1.0000	0.6152	1.0000	0.5000	0.1250
+14	51	2	4194304	2097152	2064984	0x0979b87d	4	0.000002	1.0000	1.0000	0.7126	1.0000	1.0000	0.2500
+15	59	2	4194304	2097152	2064679	0x0828a5bd	4	0.000002	1.0000	1.0000	0.7127	1.0000	1.0000	0.2500
+# program: reads 33554432, distinct items 13982239, worst site 0 address 0x014302b1 in 4 reads (share 0.000002); one cache over the program's reads: 1 GiB 1.0000, 256 MiB 0.5120, 64 MiB 0.1767; the per-site ideal caches summed: 1.0000, 1.0000, 0.6667; 13.9 s

docs/analysis/class-v6/logs/census-packs/addrsite/v6-all-node1-x16.tsv

@@ -0,0 +1,41 @@
+# addrsite: program 9d40978601a7df2a class mx8-erad810f22d+sh256x27+state+reg64c+fold+rw attempt 0 generator v5 day bytes:69676e65756d2d6461792ffa50000000000000 dataset 2^28 words (memory-hard) headers 4 warps 32768 nonces/header 1048576 threads 32
+# per (iteration, site) cell: the most read address and its share (A03's form); cells over 0.1 percent listed
+it	site	instr	reads	distinct	top_addr	top_count	top_share
+0	0	7	4194304	4066428	0x06831154	5	0.000001
+0	1	7	4194304	4065945	0x06728584	5	0.000001
+# worst cell: iteration 0 site 0 address 0x06831154 in 5 reads, share 0.000001
+# per site, pooled over the 8 iterations (hit rates: an ideal cache of the site's top K items, K = bytes / 64; exp = min(1, K / window items))
+site	instr	win	window_items	reads	distinct	top_addr	top_count	top_share	hit_1GiB	hit_256MiB	hit_64MiB	exp_1GiB	exp_256MiB	exp_64MiB
+0	7	2	4194304	33554432	26406983	0x077acf9f	8	0.000000	1.0000	1.0000	0.3657	1.0000	1.0000	0.2500
+1	7	2	4194304	33554432	26407099	0x075d1595	8	0.000000	1.0000	1.0000	0.3657	1.0000	1.0000	0.2500
+2	8	1	8388608	33554432	29685906	0x095df095	7	0.000000	1.0000	0.6954	0.2363	1.0000	0.5000	0.1250
+3	8	1	8388608	33554432	29689759	0x0d48fd7f	7	0.000000	1.0000	0.6953	0.2363	1.0000	0.5000	0.1250
+4	9	1	8388608	33554432	29688561	0x0cae47fb	7	0.000000	1.0000	0.6954	0.2364	1.0000	0.5000	0.1250
+5	9	1	8388608	33554432	29688354	0x0fe14ca5	7	0.000000	1.0000	0.6954	0.2363	1.0000	0.5000	0.1250
+6	10	1	8388608	33554432	29687856	0x0f8b245b	7	0.000000	1.0000	0.6954	0.2364	1.0000	0.5000	0.1250
+7	10	1	8388608	33554432	29688349	0x08425327	7	0.000000	1.0000	0.6953	0.2363	1.0000	0.5000	0.1250
+8	11	0	16777216	33554432	31540946	0x034a8a5e	6	0.000000	1.0000	0.4840	0.1626	1.0000	0.2500	0.0625
+9	11	0	16777216	33554432	31541360	0x0000903c	6	0.000000	1.0000	0.4840	0.1626	1.0000	0.2500	0.0625
+10	13	1	8388608	33554432	29688264	0x0ea87d99	7	0.000000	1.0000	0.6954	0.2363	1.0000	0.5000	0.1250
+11	13	1	8388608	33554432	29686990	0x0bf38c41	7	0.000000	1.0000	0.6954	0.2364	1.0000	0.5000	0.1250
+12	29	0	16777216	33554432	31541730	0x0fa351d0	6	0.000000	1.0000	0.4840	0.1625	1.0000	0.2500	0.0625
+13	29	0	16777216	33554432	31542373	0x0312c834	6	0.000000	1.0000	0.4841	0.1626	1.0000	0.2500	0.0625
+14	30	2	4194304	33554432	26403434	0x0b7e3663	8	0.000000	1.0000	1.0000	0.3657	1.0000	1.0000	0.2500
+15	30	2	4194304	33554432	26405616	0x09a7c958	9	0.000000	1.0000	1.0000	0.3657	1.0000	1.0000	0.2500
+16	31	1	8388608	33554432	29691410	0x0ee4cd53	7	0.000000	1.0000	0.6954	0.2364	1.0000	0.5000	0.1250
+17	31	1	8388608	33554432	29686494	0x0b0c7781	7	0.000000	1.0000	0.6954	0.2364	1.0000	0.5000	0.1250
+18	44	1	8388608	33554432	29688457	0x0f90686c	7	0.000000	1.0000	0.6954	0.2364	1.0000	0.5000	0.1250
+19	44	1	8388608	33554432	29685901	0x0df3d2af	6	0.000000	1.0000	0.6955	0.2365	1.0000	0.5000	0.1250
+20	46	2	4194304	33554432	26404720	0x00ba5efc	9	0.000000	1.0000	1.0000	0.3657	1.0000	1.0000	0.2500
+21	46	2	4194304	33554432	26405688	0x00d500b5	8	0.000000	1.0000	1.0000	0.3657	1.0000	1.0000	0.2500
+22	47	0	16777216	33554432	31542188	0x0592b907	5	0.000000	1.0000	0.4841	0.1626	1.0000	0.2500	0.0625
+23	47	0	16777216	33554432	31543890	0x0ef28510	5	0.000000	1.0000	0.4839	0.1625	1.0000	0.2500	0.0625
+24	52	0	16777216	33554432	31540529	0x05168e23	6	0.000000	1.0000	0.4841	0.1626	1.0000	0.2500	0.0625
+25	52	0	16777216	33554432	31541135	0x06ddf60f	6	0.000000	1.0000	0.4840	0.1626	1.0000	0.2500	0.0625
+26	56	0	16777216	33554432	31543259	0x01c24b6f	6	0.000000	1.0000	0.4840	0.1626	1.0000	0.2500	0.0625
+27	56	0	16777216	33554432	31540946	0x002bcb87	6	0.000000	1.0000	0.4840	0.1625	1.0000	0.2500	0.0625
+28	58	2	4194304	33554432	26405574	0x038d061e	8	0.000000	1.0000	1.0000	0.3658	1.0000	1.0000	0.2500
+29	58	2	4194304	33554432	26406725	0x03e10d8c	8	0.000000	1.0000	1.0000	0.3656	1.0000	1.0000	0.2500
+30	63	1	8388608	33554432	29686125	0x09af5008	7	0.000000	1.0000	0.6955	0.2364	1.0000	0.5000	0.1250
+31	63	1	8388608	33554432	29689988	0x0bcb2b69	6	0.000000	1.0000	0.6953	0.2363	1.0000	0.5000	0.1250
+# program: reads 1073741824, distinct items 16777216, worst site 15 address 0x09a7c958 in 9 reads (share 0.000000); one cache over the program's reads: 1 GiB 1.0000, 256 MiB 0.3669, 64 MiB 0.1020; the per-site ideal caches summed: 1.0000, 0.7055, 0.2456; 484.7 s

docs/analysis/class-v6/logs/census-packs/addrsite/v6-all-node1.tsv

@@ -0,0 +1,41 @@
+# addrsite: program 9d40978601a7df2a class mx8-erad810f22d+sh256x27+state+reg64c+fold+rw attempt 0 generator v5 day bytes:69676e65756d2d6461792ffa50000000000000 dataset 2^28 words (memory-hard) headers 4 warps 2048 nonces/header 65536 threads 16
+# per (iteration, site) cell: the most read address and its share (A03's form); cells over 0.1 percent listed
+it	site	instr	reads	distinct	top_addr	top_count	top_share
+0	0	7	262144	261628	0x079744dc	2	0.000008
+0	1	7	262144	261628	0x07bf4904	3	0.000011
+# worst cell: iteration 0 site 1 address 0x07bf4904 in 3 reads, share 0.000011
+# per site, pooled over the 8 iterations (hit rates: an ideal cache of the site's top K items, K = bytes / 64; exp = min(1, K / window items))
+site	instr	win	window_items	reads	distinct	top_addr	top_count	top_share	hit_1GiB	hit_256MiB	hit_64MiB	exp_1GiB	exp_256MiB	exp_64MiB
+0	7	2	4194304	2097152	2064448	0x06d96803	4	0.000002	1.0000	1.0000	0.7126	1.0000	1.0000	0.2500
+1	7	2	4194304	2097152	2064778	0x0696d259	4	0.000002	1.0000	1.0000	0.7129	1.0000	1.0000	0.2500
+2	8	1	8388608	2097152	2080642	0x0ce89189	3	0.000001	1.0000	1.0000	0.6156	1.0000	0.5000	0.1250
+3	8	1	8388608	2097152	2081013	0x0d83f140	3	0.000001	1.0000	1.0000	0.6150	1.0000	0.5000	0.1250
+4	9	1	8388608	2097152	2080839	0x0b90185c	3	0.000001	1.0000	1.0000	0.6154	1.0000	0.5000	0.1250
+5	9	1	8388608	2097152	2080772	0x0df55813	3	0.000001	1.0000	1.0000	0.6156	1.0000	0.5000	0.1250
+6	10	1	8388608	2097152	2080764	0x0ccc8517	3	0.000001	1.0000	1.0000	0.6155	1.0000	0.5000	0.1250
+7	10	1	8388608	2097152	2081011	0x08d25adf	4	0.000002	1.0000	1.0000	0.6149	1.0000	0.5000	0.1250
+8	11	0	16777216	2097152	2089078	0x093585d5	3	0.000001	1.0000	1.0000	0.5597	1.0000	0.2500	0.0625
+9	11	0	16777216	2097152	2089067	0x01343909	3	0.000001	1.0000	1.0000	0.5598	1.0000	0.2500	0.0625
+10	13	1	8388608	2097152	2080681	0x0c547529	3	0.000001	1.0000	1.0000	0.6154	1.0000	0.5000	0.1250
+11	13	1	8388608	2097152	2080675	0x0a3c9f41	4	0.000002	1.0000	1.0000	0.6155	1.0000	0.5000	0.1250
+12	29	0	16777216	2097152	2088998	0x0bf0df66	3	0.000001	1.0000	1.0000	0.5601	1.0000	0.2500	0.0625
+13	29	0	16777216	2097152	2088838	0x023f4cda	3	0.000001	1.0000	1.0000	0.5600	1.0000	0.2500	0.0625
+14	30	2	4194304	2097152	2065006	0x0a80c676	4	0.000002	1.0000	1.0000	0.7128	1.0000	1.0000	0.2500
+15	30	2	4194304	2097152	2064992	0x0a225340	4	0.000002	1.0000	1.0000	0.7129	1.0000	1.0000	0.2500
+16	31	1	8388608	2097152	2080815	0x0f1f389f	4	0.000002	1.0000	1.0000	0.6156	1.0000	0.5000	0.1250
+17	31	1	8388608	2097152	2080921	0x0ed0caf3	4	0.000002	1.0000	1.0000	0.6149	1.0000	0.5000	0.1250
+18	44	1	8388608	2097152	2080854	0x0d22ac30	4	0.000002	1.0000	1.0000	0.6153	1.0000	0.5000	0.1250
+19	44	1	8388608	2097152	2080659	0x0c23eefc	4	0.000002	1.0000	1.0000	0.6153	1.0000	0.5000	0.1250
+20	46	2	4194304	2097152	2064744	0x012a229f	4	0.000002	1.0000	1.0000	0.7131	1.0000	1.0000	0.2500
+21	46	2	4194304	2097152	2064617	0x0275d76a	4	0.000002	1.0000	1.0000	0.7137	1.0000	1.0000	0.2500
+22	47	0	16777216	2097152	2088997	0x046b820d	3	0.000001	1.0000	1.0000	0.5601	1.0000	0.2500	0.0625
+23	47	0	16777216	2097152	2088930	0x0f72acf6	3	0.000001	1.0000	1.0000	0.5600	1.0000	0.2500	0.0625
+24	52	0	16777216	2097152	2088940	0x042404ce	3	0.000001	1.0000	1.0000	0.5597	1.0000	0.2500	0.0625
+25	52	0	16777216	2097152	2088935	0x06f0e9f9	3	0.000001	1.0000	1.0000	0.5600	1.0000	0.2500	0.0625
+26	56	0	16777216	2097152	2089008	0x0c3464dd	3	0.000001	1.0000	1.0000	0.5599	1.0000	0.2500	0.0625
+27	56	0	16777216	2097152	2088795	0x0836e9c5	3	0.000001	1.0000	1.0000	0.5597	1.0000	0.2500	0.0625
+28	58	2	4194304	2097152	2064592	0x019f92c8	4	0.000002	1.0000	1.0000	0.7128	1.0000	1.0000	0.2500
+29	58	2	4194304	2097152	2064763	0x01de29d9	4	0.000002	1.0000	1.0000	0.7132	1.0000	1.0000	0.2500
+30	63	1	8388608	2097152	2080695	0x0e6d09cb	4	0.000002	1.0000	1.0000	0.6153	1.0000	0.5000	0.1250
+31	63	1	8388608	2097152	2080906	0x0ef4a769	3	0.000001	1.0000	1.0000	0.6151	1.0000	0.5000	0.1250
+# program: reads 67108864, distinct items 16122715, worst site 0 address 0x06d96803 in 4 reads (share 0.000002); one cache over the program's reads: 1 GiB 1.0000, 256 MiB 0.4570, 64 MiB 0.1473; the per-site ideal caches summed: 1.0000, 1.0000, 0.6224; 30.2 s

docs/analysis/class-v6/logs/census-packs/addrsite/v6-seed18.tsv

@@ -0,0 +1,41 @@
+# addrsite: program 7202548bfc7f98e9 class mx8-erad810f22d+sh256x27+state+reg64c+fold+rw attempt 0 generator v5 day 2026-10-03 dataset 2^28 words (memory-hard) headers 4 warps 2048 nonces/header 65536 threads 16
+# per (iteration, site) cell: the most read address and its share (A03's form); cells over 0.1 percent listed
+it	site	instr	reads	distinct	top_addr	top_count	top_share
+0	0	3	262144	261870	0x0efd4508	2	0.000008
+0	1	3	262144	261887	0x0893a882	2	0.000008
+# worst cell: iteration 0 site 2 address 0x0487cb8f in 3 reads, share 0.000011
+# per site, pooled over the 8 iterations (hit rates: an ideal cache of the site's top K items, K = bytes / 64; exp = min(1, K / window items))
+site	instr	win	window_items	reads	distinct	top_addr	top_count	top_share	hit_1GiB	hit_256MiB	hit_64MiB	exp_1GiB	exp_256MiB	exp_64MiB
+0	3	1	8388608	2097152	2080923	0x08e1d1ff	3	0.000001	1.0000	1.0000	0.6152	1.0000	0.5000	0.1250
+1	3	1	8388608	2097152	2080828	0x0a843020	3	0.000001	1.0000	1.0000	0.6154	1.0000	0.5000	0.1250
+2	6	2	4194304	2097152	2064487	0x06d6d73a	4	0.000002	1.0000	1.0000	0.7132	1.0000	1.0000	0.2500
+3	6	2	4194304	2097152	2064806	0x07283952	4	0.000002	1.0000	1.0000	0.7127	1.0000	1.0000	0.2500
+4	11	0	16777216	2097152	2089099	0x05be9d5e	3	0.000001	1.0000	1.0000	0.5599	1.0000	0.2500	0.0625
+5	11	0	16777216	2097152	2089019	0x05c67ab2	3	0.000001	1.0000	1.0000	0.5600	1.0000	0.2500	0.0625
+6	18	0	16777216	2097152	2088983	0x0c278962	3	0.000001	1.0000	1.0000	0.5599	1.0000	0.2500	0.0625
+7	18	0	16777216	2097152	2088937	0x0f2011bd	3	0.000001	1.0000	1.0000	0.5601	1.0000	0.2500	0.0625
+8	27	0	16777216	2097152	2089028	0x082fea89	3	0.000001	1.0000	1.0000	0.5599	1.0000	0.2500	0.0625
+9	27	0	16777216	2097152	2088927	0x0f144d4a	3	0.000001	1.0000	1.0000	0.5603	1.0000	0.2500	0.0625
+10	34	2	4194304	2097152	2064808	0x0d913ee6	4	0.000002	1.0000	1.0000	0.7131	1.0000	1.0000	0.2500
+11	34	2	4194304	2097152	2064752	0x0c5f31b3	4	0.000002	1.0000	1.0000	0.7131	1.0000	1.0000	0.2500
+12	37	0	16777216	2097152	2089093	0x06cc1944	3	0.000001	1.0000	1.0000	0.5600	1.0000	0.2500	0.0625
+13	37	0	16777216	2097152	2088932	0x0d3f9438	3	0.000001	1.0000	1.0000	0.5601	1.0000	0.2500	0.0625
+14	40	1	8388608	2097152	2080863	0x0b6d4b80	4	0.000002	1.0000	1.0000	0.6157	1.0000	0.5000	0.1250
+15	40	1	8388608	2097152	2080759	0x0a3c9dc4	3	0.000001	1.0000	1.0000	0.6149	1.0000	0.5000	0.1250
+16	41	0	16777216	2097152	2088798	0x0570efe1	3	0.000001	1.0000	1.0000	0.5601	1.0000	0.2500	0.0625
+17	41	0	16777216	2097152	2089025	0x0c9bdffd	3	0.000001	1.0000	1.0000	0.5598	1.0000	0.2500	0.0625
+18	42	0	16777216	2097152	2089050	0x0dc6094e	3	0.000001	1.0000	1.0000	0.5597	1.0000	0.2500	0.0625
+19	42	0	16777216	2097152	2088995	0x03e6a203	3	0.000001	1.0000	1.0000	0.5599	1.0000	0.2500	0.0625
+20	48	2	4194304	2097152	2064645	0x096844ff	4	0.000002	1.0000	1.0000	0.7135	1.0000	1.0000	0.2500
+21	48	2	4194304	2097152	2064808	0x0b3838ea	3	0.000001	1.0000	1.0000	0.7128	1.0000	1.0000	0.2500
+22	50	2	4194304	2097152	2064783	0x04c17bf8	4	0.000002	1.0000	1.0000	0.7129	1.0000	1.0000	0.2500
+23	50	2	4194304	2097152	2064745	0x0515cc27	3	0.000001	1.0000	1.0000	0.7134	1.0000	1.0000	0.2500
+24	55	2	4194304	2097152	2064873	0x0affa7fb	4	0.000002	1.0000	1.0000	0.7128	1.0000	1.0000	0.2500
+25	55	2	4194304	2097152	2064731	0x0b3d9f33	4	0.000002	1.0000	1.0000	0.7130	1.0000	1.0000	0.2500
+26	57	1	8388608	2097152	2080977	0x08ca184c	4	0.000002	1.0000	1.0000	0.6151	1.0000	0.5000	0.1250
+27	57	1	8388608	2097152	2080897	0x08f82546	3	0.000001	1.0000	1.0000	0.6150	1.0000	0.5000	0.1250
+28	60	0	16777216	2097152	2089095	0x0d8ef7f5	3	0.000001	1.0000	1.0000	0.5603	1.0000	0.2500	0.0625
+29	60	0	16777216	2097152	2089026	0x00909439	3	0.000001	1.0000	1.0000	0.5600	1.0000	0.2500	0.0625
+30	62	2	4194304	2097152	2064740	0x0386ae9d	4	0.000002	1.0000	1.0000	0.7129	1.0000	1.0000	0.2500
+31	62	2	4194304	2097152	2064734	0x02ec2e89	4	0.000002	1.0000	1.0000	0.7127	1.0000	1.0000	0.2500
+# program: reads 67108864, distinct items 16329983, worst site 2 address 0x06d6d73a in 4 reads (share 0.000002); one cache over the program's reads: 1 GiB 1.0000, 256 MiB 0.4343, 64 MiB 0.1395; the per-site ideal caches summed: 1.0000, 1.0000, 0.6277; 34.7 s

docs/analysis/class-v6/logs/census-packs/addrsite/v6-seed19.tsv

@@ -0,0 +1,41 @@
+# addrsite: program dd6b285ae45e7b9b class mx8-erad810f22d+sh256x27+state+reg64c+fold+rw attempt 1 generator v5 day 2026-10-03 dataset 2^28 words (memory-hard) headers 4 warps 2048 nonces/header 65536 threads 16
+# per (iteration, site) cell: the most read address and its share (A03's form); cells over 0.1 percent listed
+it	site	instr	reads	distinct	top_addr	top_count	top_share
+0	0	5	262144	261992	0x093e5b52	2	0.000008
+0	1	5	262144	262025	0x0588dd22	2	0.000008
+# worst cell: iteration 0 site 9 address 0x001d0694 in 3 reads, share 0.000011
+# per site, pooled over the 8 iterations (hit rates: an ideal cache of the site's top K items, K = bytes / 64; exp = min(1, K / window items))
+site	instr	win	window_items	reads	distinct	top_addr	top_count	top_share	hit_1GiB	hit_256MiB	hit_64MiB	exp_1GiB	exp_256MiB	exp_64MiB
+0	5	0	16777216	2097152	2088958	0x0ea448b9	3	0.000001	1.0000	1.0000	0.5600	1.0000	0.2500	0.0625
+1	5	0	16777216	2097152	2088967	0x0ed82abf	3	0.000001	1.0000	1.0000	0.5598	1.0000	0.2500	0.0625
+2	7	0	16777216	2097152	2089029	0x0ab975a7	3	0.000001	1.0000	1.0000	0.5599	1.0000	0.2500	0.0625
+3	7	0	16777216	2097152	2089105	0x0db085c6	3	0.000001	1.0000	1.0000	0.5599	1.0000	0.2500	0.0625
+4	9	0	16777216	2097152	2089008	0x044799b7	3	0.000001	1.0000	1.0000	0.5598	1.0000	0.2500	0.0625
+5	9	0	16777216	2097152	2088965	0x0655d6ee	3	0.000001	1.0000	1.0000	0.5601	1.0000	0.2500	0.0625
+6	19	1	8388608	2097152	2080653	0x0000e5b2	4	0.000002	1.0000	1.0000	0.6154	1.0000	0.5000	0.1250
+7	19	1	8388608	2097152	2081006	0x071d3d60	3	0.000001	1.0000	1.0000	0.6155	1.0000	0.5000	0.1250
+8	20	2	4194304	2097152	2064587	0x023f6f9c	4	0.000002	1.0000	1.0000	0.7133	1.0000	1.0000	0.2500
+9	20	2	4194304	2097152	2064648	0x0140515b	4	0.000002	1.0000	1.0000	0.7128	1.0000	1.0000	0.2500
+10	25	1	8388608	2097152	2081158	0x05e847b6	3	0.000001	1.0000	1.0000	0.6152	1.0000	0.5000	0.1250
+11	25	1	8388608	2097152	2080864	0x058e694f	3	0.000001	1.0000	1.0000	0.6152	1.0000	0.5000	0.1250
+12	26	0	16777216	2097152	2088978	0x0ae79244	3	0.000001	1.0000	1.0000	0.5602	1.0000	0.2500	0.0625
+13	26	0	16777216	2097152	2088938	0x00bb51de	3	0.000001	1.0000	1.0000	0.5597	1.0000	0.2500	0.0625
+14	30	1	8388608	2097152	2080727	0x0f927d9d	4	0.000002	1.0000	1.0000	0.6151	1.0000	0.5000	0.1250
+15	30	1	8388608	2097152	2081019	0x0b4d0513	3	0.000001	1.0000	1.0000	0.6153	1.0000	0.5000	0.1250
+16	33	0	16777216	2097152	2088869	0x0ae48a33	3	0.000001	1.0000	1.0000	0.5601	1.0000	0.2500	0.0625
+17	33	0	16777216	2097152	2089002	0x020d5061	3	0.000001	1.0000	1.0000	0.5599	1.0000	0.2500	0.0625
+18	42	2	4194304	2097152	2064744	0x0372f590	4	0.000002	1.0000	1.0000	0.7131	1.0000	1.0000	0.2500
+19	42	2	4194304	2097152	2065038	0x01c17bb1	4	0.000002	1.0000	1.0000	0.7132	1.0000	1.0000	0.2500
+20	44	1	8388608	2097152	2080897	0x050be2db	3	0.000001	1.0000	1.0000	0.6152	1.0000	0.5000	0.1250
+21	44	1	8388608	2097152	2080780	0x034e8ac6	3	0.000001	1.0000	1.0000	0.6153	1.0000	0.5000	0.1250
+22	47	2	4194304	2097152	2064986	0x0662b4cd	4	0.000002	1.0000	1.0000	0.7132	1.0000	1.0000	0.2500
+23	47	2	4194304	2097152	2064667	0x076e0933	4	0.000002	1.0000	1.0000	0.7134	1.0000	1.0000	0.2500
+24	52	1	8388608	2097152	2080859	0x0bf1df1e	4	0.000002	1.0000	1.0000	0.6150	1.0000	0.5000	0.1250
+25	52	1	8388608	2097152	2080789	0x0e55479b	4	0.000002	1.0000	1.0000	0.6155	1.0000	0.5000	0.1250
+26	53	1	8388608	2097152	2080719	0x0569020e	3	0.000001	1.0000	1.0000	0.6149	1.0000	0.5000	0.1250
+27	53	1	8388608	2097152	2081019	0x025da50a	3	0.000001	1.0000	1.0000	0.6150	1.0000	0.5000	0.1250
+28	55	2	4194304	2097152	2064664	0x0731a8b5	3	0.000001	1.0000	1.0000	0.7135	1.0000	1.0000	0.2500
+29	55	2	4194304	2097152	2064744	0x054158aa	4	0.000002	1.0000	1.0000	0.7129	1.0000	1.0000	0.2500
+30	62	0	16777216	2097152	2088917	0x00b90aa2	3	0.000001	1.0000	1.0000	0.5604	1.0000	0.2500	0.0625
+31	62	0	16777216	2097152	2088900	0x008cbc10	3	0.000001	1.0000	1.0000	0.5599	1.0000	0.2500	0.0625
+# program: reads 67108864, distinct items 16055477, worst site 6 address 0x0000e5b2 in 4 reads (share 0.000002); one cache over the program's reads: 1 GiB 1.0000, 256 MiB 0.4659, 64 MiB 0.1506; the per-site ideal caches summed: 1.0000, 1.0000, 0.6190; 28.3 s

docs/analysis/class-v6/logs/census-packs/addrsite/windows.txt

@@ -0,0 +1,7 @@
+v5-dn3-epoch0 ) 3:0:0 8:2:2 14:1:0 15:0:0 20:1:1 26:1:1 28:1:1 35:0:0 40:2:3 43:1:0 47:1:1 49:0:0 52:2:3 53:0:0 61:1:1 62:1:1
+v5-node1-genesis ) 1:2:3 4:2:1 6:2:1 10:1:1 12:0:0 20:0:0 27:0:0 30:0:0 35:2:3 40:0:0 41:2:1 43:0:0 45:2:1 52:1:1 53:0:0 54:2:1
+v6-all-node1 ) 7:2:1 8:1:1 9:1:1 10:1:1 11:0:0 13:1:1 29:0:0 30:2:2 31:1:1 44:1:1 46:2:0 47:0:0 52:0:0 56:0:0 58:2:0 63:1:1
+v5-seed18 ) 3:1:1 6:2:1 11:0:0 18:0:0 27:0:0 34:2:3 37:0:0 40:1:1 41:0:0 42:0:0 48:2:2 50:2:1 55:2:2 57:1:1 60:0:0 62:2:0
+v6-seed18 ) 3:1:1 6:2:1 11:0:0 18:0:0 27:0:0 34:2:3 37:0:0 40:1:1 41:0:0 42:0:0 48:2:2 50:2:1 55:2:2 57:1:1 60:0:0 62:2:0
+v5-seed19 ) 5:2:0 7:1:1 8:1:1 20:2:0 23:1:0 25:2:0 34:1:1 36:2:0 37:2:1 40:1:1 43:2:3 45:0:0 46:2:2 48:1:0 51:2:2 59:2:2
+v6-seed19 ) 5:0:0 7:0:0 9:0:0 19:1:0 20:2:0 25:1:0 26:0:0 30:1:1 33:0:0 42:2:0 44:1:0 47:2:1 52:1:1 53:1:0 55:2:1 62:0:0

docs/analysis/class-v6/logs/census-packs/ctl-v5-node1/f8-seeds.log

@@ -0,0 +1,899 @@
+lease: holding 16 pool cores (24,25,26,27,28,29,30,31,80,81,82,83,84,85,86,95, waited 0 s, class v5, mem 8 GB): class v6 census: control class v5 (node1 state) F8 census 16 seeds p18 to p33 at 2^22
+[2026-10-08T15:29:11Z] attack-f8 0.1.0 (igneum-pow 4); args ["census", "--programs", "18..33", "--nonces", "4194304", "--control", "window", "--by-site", "--class", "v5", "--state", "/srv/builds/v6-census/packs/node1-state.igsd1", "--day", "20730", "--threads", "16", "--out", "/srv/builds/v6-census/packs-out/ctl-v5-node1/f8-seeds"]
+[2026-10-08T15:29:11Z] census warps: programs [18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33] day 20730 nonces 4194304 threads 16 plant none validate all check_every 997 diag true
+[2026-10-08T15:29:12Z] day 20730: cache filled in 0.63 s, fnv 448274a57f508cbc
+[2026-10-08T15:29:18Z] table: 16777216 items derived with their 8 lines in 5.2 s; library comparison all (0 mismatches)
+[2026-10-08T15:29:26Z] program p18-attack-f8: epoch seed aa4f71160ecbb87bde40eb5e5731ae84346adcd48b533b26f35c0925d7f40784 era seed 82bb5b72dfbeb137505c844e103906c8b93aacc7f61d3fce1b24d8c0e149c8e2 id 1e95a8ea53e77cbc attempt 9 class mx8-era74045749+sh256x27+state op mix load=16 shfl=9 rotl=6 rotr=6 add=5 mad=5 mulhi=4 or=4 mul=3 sub=3 xor=3; era stride mul 0x83e41bc3 rot 22 interleave [1, 8, 10, 13] windows 1:2:0 4:0:0 8:0:0 14:2:3 21:1:0 25:2:2 26:1:1 29:2:2 41:0:0 42:2:0 45:2:2 47:2:1 48:0:0 49:1:1 53:1:0 55:1:1
+[2026-10-08T15:29:26Z] window layer: site item windows (first, items) (0x0,2^22) (0x0,2^24) (0x0,2^24) (0xc00000,2^22) (0x0,2^23) (0x800000,2^22) (0x800000,2^23) (0x800000,2^22) (0x0,2^24) (0x0,2^22) (0x800000,2^22) (0x400000,2^22) (0x0,2^24) (0x800000,2^23) (0x0,2^23) (0x800000,2^23); expected reads per item by quarter 32.000 24.000 44.000 28.000 (flat uniform 32.000)
+[2026-10-08T15:29:44Z] 131072 warps (4194304 nonces) interpreted in 18.3 s (2.239 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:29:44Z] p18-attack-f8 distinct lines per hash: n 4194304 min 1013 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8712
+[2026-10-08T15:29:44Z] p18-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:29:44Z] p18-attack-f8 distinct lines per warp: n 131072 min 32579 p1 32605 median 32637 p99 32664 max 32692 mean 32636.1709
+[2026-10-08T15:29:44Z] p18-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4719
+[2026-10-08T15:29:44Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:29:44Z] positions: largest hi16-bucket (256 items) share 0.0080% at p80 (iteration 5, site 0, instr 1); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 1)
+[2026-10-08T15:29:44Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p91 (site 11, instr 47); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:29:44Z] p18-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 85 (bin 10162995) z_max +9.37 min 4 z_min -4.95 chi2/dof 2.74998 chi2_z +5068.50 top0.1% 0.20282% top0.5% 0.95060% top1% 1.84000%
+[2026-10-08T15:29:44Z] p18-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00017 largest 85 (item 0x9b1333) at +6.18 sigma smallest at -4.37; buckets64 chi2/dof 0.99747 largest 2264 (bucket 19587) at +4.77 sigma smallest at -4.75
+[2026-10-08T15:29:46Z] p18-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 85 (bin 11817389) z_max +9.37 min 3 z_min -5.13 chi2/dof 2.74987 chi2_z +5068.16 top0.1% 0.20273% top0.5% 0.95032% top1% 1.83967%
+[2026-10-08T15:29:46Z] p18-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99971 largest +6.19 sigma; buckets64 chi2/dof 0.99875 largest +4.39 smallest -4.63
+[2026-10-08T15:29:46Z] 6-sigma p18-attack-f8 items buckets64 against the window density: largest bucket +4.77 sigma, smallest -4.75 -> within 6 sigma
+[2026-10-08T15:29:46Z] hot-set p18-attack-f8 items (windowed control): f 0.1% S_f 0.20282% E_f(control) 0.20273% X_f +0.00009% X_f/f +0.0009 -> no hot set
+[2026-10-08T15:29:46Z] hot-set p18-attack-f8 items (windowed control): f 0.5% S_f 0.95060% E_f(control) 0.95032% X_f +0.00028% X_f/f +0.0006 -> no hot set
+[2026-10-08T15:29:46Z] hot-set p18-attack-f8 items (windowed control): f 1.0% S_f 1.84000% E_f(control) 1.83967% X_f +0.00034% X_f/f +0.0003 -> no hot set
+[2026-10-08T15:29:46Z] hot-set p18-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:29:47Z] p18-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 66 (bin 2394425) z_max +6.01 min 6 z_min -4.60 chi2/dof 1.00027 chi2_z +0.77 top0.1% 0.16458% top0.5% 0.77461% top1% 1.50164%
+[2026-10-08T15:29:47Z] hot-set p18-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.20282% E_f(control) 0.16458% X_f +0.03824% X_f/f +0.3824 -> no hot set
+[2026-10-08T15:29:47Z] hot-set p18-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.95060% E_f(control) 0.77461% X_f +0.17599% X_f/f +0.3520 -> no hot set
+[2026-10-08T15:29:47Z] hot-set p18-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.84000% E_f(control) 1.50164% X_f +0.33836% X_f/f +0.3384 -> no hot set
+[2026-10-08T15:29:47Z] hot-set p18-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:29:47Z] ratio p18-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0004x / 1.0003x / 1.0002x (gate 1.2x at 0.1%: within); over the FLAT control 1.2324x / 1.2272x / 1.2253x
+[2026-10-08T15:29:48Z] attribution: hot threshold count >= 63 marks 16961 items (0.1011% of items) holding 1100478 reads (0.2050% of reads); top 8 items t=0x9b1333:85 t=0x8309cb:80 t=0xa93716:79 t=0xb87421:78 t=0xa3b56f:78 t=0xbcc4fd:77 t=0xb477ad:77 t=0xb0146a:77
+[2026-10-08T15:29:56Z] attribution: reads on hot items per position (flat expectation 0.1011% of each position's 4194304 reads); the 24 largest: p23(it1 s7)=0.603% p55(it3 s7)=0.601% p10(it0 s10)=0.600% p42(it2 s10)=0.599% p21(it1 s5)=0.599% p90(it5 s10)=0.598% p37(it2 s5)=0.598% p39(it2 s7)=0.597% p119(it7 s7)=0.597% p106(it6 s10)=0.596% p85(it5 s5)=0.596% p122(it7 s10)=0.596% p103(it6 s7)=0.595% p69(it4 s5)=0.595% p74(it4 s10)=0.595% p87(it5 s7)=0.595% p5(it0 s5)=0.594% p26(it1 s10)=0.594% p117(it7 s5)=0.594% p101(it6 s5)=0.593% p53(it3 s5)=0.592% p58(it3 s10)=0.591% p7(it0 s7)=0.591% p71(it4 s7)=0.588%
+[2026-10-08T15:29:56Z] attribution: hot reads by iteration it0=0.205% it1=0.206% it2=0.205% it3=0.205% it4=0.204% it5=0.205% it6=0.205% it7=0.205% ; by site s0=0.000% s1=0.148% s2=0.149% s3=0.000% s4=0.000% s5=0.595% s6=0.298% s7=0.596% s8=0.149% s9=0.000% s10=0.596% s11=0.000% s12=0.150% s13=0.298% s14=0.000% s15=0.300%
+[2026-10-08T15:29:56Z] site 0 (instr 1, src r7, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0002% (flat expectation 0.1011%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:29:56Z] site 1 (instr 4, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1481% (flat expectation 0.1011%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:29:56Z] site 2 (instr 8, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1489% (flat expectation 0.1011%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:29:56Z] site 3 (instr 14, src r0, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1011%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0068% (window expectation 0.0061%)
+[2026-10-08T15:29:56Z] site 4 (instr 21, src r5, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0001% (flat expectation 0.1011%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:29:56Z] site 5 (instr 25, src r5, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.5950% (flat expectation 0.1011%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:29:56Z] site 6 (instr 26, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2983% (flat expectation 0.1011%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:29:56Z] site 7 (instr 29, src r0, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.5959% (flat expectation 0.1011%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:29:56Z] site 8 (instr 41, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1493% (flat expectation 0.1011%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:29:56Z] site 9 (instr 42, src r0, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0002% (flat expectation 0.1011%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:29:56Z] site 10 (instr 45, src r6, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.5962% (flat expectation 0.1011%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:29:56Z] site 11 (instr 47, src r3, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1011%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:29:56Z] site 12 (instr 48, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1498% (flat expectation 0.1011%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:29:56Z] site 13 (instr 49, src r4, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2981% (flat expectation 0.1011%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:29:56Z] site 14 (instr 53, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0001% (flat expectation 0.1011%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:29:56Z] site 15 (instr 55, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2996% (flat expectation 0.1011%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:29:56Z] attribution: item 0x9b1333 (85 reads) read from positions p53(it3 s5)x6 p106(it6 s10)x5 p21(it1 s5)x4 p5(it0 s5)x3 p7(it0 s7)x3 p23(it1 s7)x3 p71(it4 s7)x3 p85(it5 s5)x3 p101(it6 s5)x3 p109(it6 s13)x3 p15(it0 s15)x2 p26(it1 s10)x2
+[2026-10-08T15:29:56Z] attribution: item 0x8309cb (80 reads) read from positions p23(it1 s7)x7 p71(it4 s7)x4 p1(it0 s1)x3 p111(it6 s15)x3 p119(it7 s7)x2 p10(it0 s10)x2 p26(it1 s10)x2 p34(it2 s2)x2 p37(it2 s5)x2 p44(it2 s12)x2 p45(it2 s13)x2 p54(it3 s6)x2
+[2026-10-08T15:29:56Z] attribution: item 0xa93716 (79 reads) read from positions p5(it0 s5)x5 p55(it3 s7)x5 p53(it3 s5)x4 p10(it0 s10)x3 p79(it4 s15)x3 p82(it5 s2)x3 p97(it6 s1)x3 p119(it7 s7)x3 p122(it7 s10)x3 p69(it4 s5)x2 p23(it1 s7)x2 p42(it2 s10)x2
+[2026-10-08T15:29:56Z] attribution: item 0xb87421 (78 reads) read from positions p39(it2 s7)x4 p42(it2 s10)x4 p63(it3 s15)x4 p69(it4 s5)x4 p85(it5 s5)x4 p101(it6 s5)x3 p58(it3 s10)x3 p70(it4 s6)x3 p71(it4 s7)x3 p5(it0 s5)x2 p6(it0 s6)x2 p53(it3 s5)x2
+[2026-10-08T15:29:56Z] attribution: item 0xa3b56f (78 reads) read from positions p58(it3 s10)x4 p21(it1 s5)x3 p71(it4 s7)x3 p74(it4 s10)x3 p5(it0 s5)x3 p117(it7 s5)x3 p122(it7 s10)x2 p12(it0 s12)x2 p22(it1 s6)x2 p26(it1 s10)x2 p31(it1 s15)x2 p39(it2 s7)x2
+[2026-10-08T15:29:56Z] attribution: item 0xbcc4fd (77 reads) read from positions p58(it3 s10)x5 p101(it6 s5)x5 p21(it1 s5)x4 p37(it2 s5)x4 p53(it3 s5)x4 p5(it0 s5)x3 p106(it6 s10)x3 p117(it7 s5)x3 p2(it0 s2)x2 p122(it7 s10)x2 p38(it2 s6)x2 p47(it2 s15)x2
+[2026-10-08T15:29:56Z] attribution: item 0xb477ad (77 reads) read from positions p10(it0 s10)x5 p85(it5 s5)x5 p42(it2 s10)x4 p109(it6 s13)x4 p7(it0 s7)x3 p23(it1 s7)x3 p37(it2 s5)x3 p72(it4 s8)x3 p111(it6 s15)x3 p2(it0 s2)x2 p22(it1 s6)x2 p26(it1 s10)x2
+[2026-10-08T15:29:56Z] attribution: item 0xb0146a (77 reads) read from positions p106(it6 s10)x8 p5(it0 s5)x5 p74(it4 s10)x4 p53(it3 s5)x3 p85(it5 s5)x3 p119(it7 s7)x2 p8(it0 s8)x2 p15(it0 s15)x2 p21(it1 s5)x2 p23(it1 s7)x2 p37(it2 s5)x2 p39(it2 s7)x2
+[2026-10-08T15:29:56Z] hottest item p18-attack-f8 (0x9b1333): 85 reads (0.0000% of all); predicted source none
+[2026-10-08T15:29:56Z] program p18-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:30:04Z] program p19-attack-f8: epoch seed c6dce23f9819f5f9345525f70dc31b7f28b6e4d3a5bfaa0eb8b0c0073658bf2b era seed 37cc6fa9e2e7baa2c206142573c2799bf06f19c1ebfab3990d9b4003b3b4dad2 id a50a2c43f99366d9 attempt 2 class mx8-era09f19b22+sh256x27+state op mix load=16 sub=8 xor=8 shfl=7 mul=6 add=5 rotr=5 mulhi=4 or=3 rotl=2; era stride mul 0x69944467 rot 9 interleave [6, 9, 11, 12] windows 1:1:1 7:1:0 10:0:0 16:2:0 19:1:0 21:1:1 27:1:1 29:2:1 31:1:1 32:1:0 36:1:0 37:2:0 39:2:0 47:2:1 55:1:0 63:1:0
+[2026-10-08T15:30:04Z] window layer: site item windows (first, items) (0x800000,2^23) (0x0,2^23) (0x0,2^24) (0x0,2^22) (0x0,2^23) (0x800000,2^23) (0x800000,2^23) (0x400000,2^22) (0x800000,2^23) (0x0,2^23) (0x0,2^23) (0x0,2^22) (0x0,2^22) (0x400000,2^22) (0x0,2^23) (0x0,2^23); expected reads per item by quarter 50.000 42.000 18.000 18.000 (flat uniform 32.000)
+[2026-10-08T15:30:22Z] 131072 warps (4194304 nonces) interpreted in 17.4 s (2.128 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:30:22Z] p19-attack-f8 distinct lines per hash: n 4194304 min 1008 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8708
+[2026-10-08T15:30:22Z] p19-attack-f8 distinct items per hash: n 4194304 min 126 p1 128 median 128 p99 128 max 128 mean 127.9994
+[2026-10-08T15:30:22Z] p19-attack-f8 distinct lines per warp: n 131072 min 32567 p1 32604 median 32636 p99 32663 max 32688 mean 32635.5717
+[2026-10-08T15:30:22Z] p19-attack-f8 distinct items per warp: n 131072 min 4089 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4004
+[2026-10-08T15:30:22Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:30:22Z] positions: largest hi16-bucket (256 items) share 0.0080% at p27 (iteration 1, site 11, instr 37); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 1)
+[2026-10-08T15:30:22Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p68 (site 4, instr 19); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:30:22Z] p19-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 89 (bin 25952) z_max +10.08 min 0 z_min -5.66 chi2/dof 7.37612 chi2_z +18467.20 top0.1% 0.22579% top0.5% 1.06203% top1% 2.05985%
+[2026-10-08T15:30:22Z] p19-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00061 largest 43 (item 0x87b688) at +5.89 sigma smallest at -4.38; buckets64 chi2/dof 0.99677 largest 1311 (bucket 212036) at +4.68 sigma smallest at -4.36
+[2026-10-08T15:30:23Z] p19-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 90 (bin 1699649) z_max +10.25 min 1 z_min -5.48 chi2/dof 7.37486 chi2_z +18463.57 top0.1% 0.22567% top0.5% 1.06154% top1% 2.05906%
+[2026-10-08T15:30:23Z] p19-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99982 largest +5.89 sigma; buckets64 chi2/dof 1.00362 largest +4.51 smallest -4.49
+[2026-10-08T15:30:23Z] 6-sigma p19-attack-f8 items buckets64 against the window density: largest bucket +4.68 sigma, smallest -4.36 -> within 6 sigma
+[2026-10-08T15:30:23Z] hot-set p19-attack-f8 items (windowed control): f 0.1% S_f 0.22579% E_f(control) 0.22567% X_f +0.00012% X_f/f +0.0012 -> no hot set
+[2026-10-08T15:30:23Z] hot-set p19-attack-f8 items (windowed control): f 0.5% S_f 1.06203% E_f(control) 1.06154% X_f +0.00049% X_f/f +0.0010 -> no hot set
+[2026-10-08T15:30:23Z] hot-set p19-attack-f8 items (windowed control): f 1.0% S_f 2.05985% E_f(control) 2.05906% X_f +0.00079% X_f/f +0.0008 -> no hot set
+[2026-10-08T15:30:23Z] hot-set p19-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:30:24Z] p19-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 67 (bin 1475488) z_max +6.19 min 6 z_min -4.60 chi2/dof 1.00037 chi2_z +1.08 top0.1% 0.16457% top0.5% 0.77441% top1% 1.50139%
+[2026-10-08T15:30:24Z] hot-set p19-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.22579% E_f(control) 0.16457% X_f +0.06122% X_f/f +0.6122 -> no hot set
+[2026-10-08T15:30:24Z] hot-set p19-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 1.06203% E_f(control) 0.77441% X_f +0.28762% X_f/f +0.5752 -> no hot set
+[2026-10-08T15:30:24Z] hot-set p19-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 2.05985% E_f(control) 1.50139% X_f +0.55845% X_f/f +0.5585 -> no hot set
+[2026-10-08T15:30:24Z] hot-set p19-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:30:24Z] ratio p19-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0005x / 1.0005x / 1.0004x (gate 1.2x at 0.1%: within); over the FLAT control 1.3720x / 1.3714x / 1.3720x
+[2026-10-08T15:30:26Z] attribution: hot threshold count >= 70 marks 18475 items (0.1101% of items) holding 1331075 reads (0.2479% of reads); top 8 items t=0x006560:89 t=0x35fb5c:87 t=0x340631:87 t=0x054bc7:87 t=0x25562a:86 t=0x11ca14:86 t=0x3fc7dd:85 t=0x2f3f97:85
+[2026-10-08T15:30:34Z] attribution: reads on hot items per position (flat expectation 0.1101% of each position's 4194304 reads); the 24 largest: p60(it3 s12)=0.633% p92(it5 s12)=0.632% p35(it2 s3)=0.631% p27(it1 s11)=0.631% p11(it0 s11)=0.630% p83(it5 s3)=0.630% p108(it6 s12)=0.629% p75(it4 s11)=0.629% p67(it4 s3)=0.628% p124(it7 s12)=0.627% p3(it0 s3)=0.626% p107(it6 s11)=0.626% p44(it2 s12)=0.626% p12(it0 s12)=0.626% p76(it4 s12)=0.626% p123(it7 s11)=0.626% p99(it6 s3)=0.625% p51(it3 s3)=0.625% p91(it5 s11)=0.624% p28(it1 s12)=0.624% p43(it2 s11)=0.623% p59(it3 s11)=0.623% p115(it7 s3)=0.621% p19(it1 s3)=0.620%
+[2026-10-08T15:30:34Z] attribution: hot reads by iteration it0=0.248% it1=0.248% it2=0.248% it3=0.248% it4=0.248% it5=0.249% it6=0.248% it7=0.247% ; by site s0=0.000% s1=0.319% s2=0.159% s3=0.626% s4=0.318% s5=0.000% s6=0.000% s7=0.008% s8=0.000% s9=0.319% s10=0.319% s11=0.626% s12=0.628% s13=0.009% s14=0.318% s15=0.318%
+[2026-10-08T15:30:34Z] site 0 (instr 1, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1101%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:30:34Z] site 1 (instr 7, src r5, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3187% (flat expectation 0.1101%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:30:34Z] site 2 (instr 10, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1594% (flat expectation 0.1101%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:30:34Z] site 3 (instr 16, src r4, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6258% (flat expectation 0.1101%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:30:34Z] site 4 (instr 19, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3181% (flat expectation 0.1101%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:30:34Z] site 5 (instr 21, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1101%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:30:34Z] site 6 (instr 27, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1101%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:30:34Z] site 7 (instr 29, src r1, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0085% (flat expectation 0.1101%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:30:34Z] site 8 (instr 31, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1101%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:30:34Z] site 9 (instr 32, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3188% (flat expectation 0.1101%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:30:34Z] site 10 (instr 36, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3193% (flat expectation 0.1101%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:30:34Z] site 11 (instr 37, src r6, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6264% (flat expectation 0.1101%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:30:34Z] site 12 (instr 39, src r0, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6276% (flat expectation 0.1101%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:30:34Z] site 13 (instr 47, src r7, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0086% (flat expectation 0.1101%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:30:34Z] site 14 (instr 55, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3181% (flat expectation 0.1101%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:30:34Z] site 15 (instr 63, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3176% (flat expectation 0.1101%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:30:34Z] attribution: item 0x006560 (89 reads) read from positions p44(it2 s12)x5 p43(it2 s11)x4 p60(it3 s12)x4 p123(it7 s11)x3 p19(it1 s3)x3 p20(it1 s4)x3 p28(it1 s12)x3 p59(it3 s11)x3 p81(it5 s1)x3 p91(it5 s11)x3 p1(it0 s1)x2 p33(it2 s1)x2
+[2026-10-08T15:30:34Z] attribution: item 0x35fb5c (87 reads) read from positions p123(it7 s11)x4 p63(it3 s15)x4 p12(it0 s12)x3 p17(it1 s1)x3 p18(it1 s2)x3 p26(it1 s10)x3 p75(it4 s11)x3 p92(it5 s12)x3 p108(it6 s12)x3 p11(it0 s11)x2 p15(it0 s15)x2 p20(it1 s4)x2
+[2026-10-08T15:30:34Z] attribution: item 0x340631 (87 reads) read from positions p11(it0 s11)x5 p52(it3 s4)x5 p51(it3 s3)x4 p83(it5 s3)x4 p95(it5 s15)x4 p115(it7 s3)x3 p44(it2 s12)x3 p92(it5 s12)x3 p60(it3 s12)x2 p31(it1 s15)x2 p36(it2 s4)x2 p41(it2 s9)x2
+[2026-10-08T15:30:34Z] attribution: item 0x054bc7 (87 reads) read from positions p43(it2 s11)x4 p91(it5 s11)x4 p105(it6 s9)x4 p127(it7 s15)x3 p35(it2 s3)x3 p75(it4 s11)x3 p4(it0 s4)x2 p11(it0 s11)x2 p25(it1 s9)x2 p28(it1 s12)x2 p33(it2 s1)x2 p47(it2 s15)x2
+[2026-10-08T15:30:34Z] attribution: item 0x25562a (86 reads) read from positions p28(it1 s12)x6 p91(it5 s11)x5 p123(it7 s11)x3 p44(it2 s12)x3 p59(it3 s11)x3 p76(it4 s12)x3 p3(it0 s3)x3 p121(it7 s9)x3 p9(it0 s9)x2 p12(it0 s12)x2 p14(it0 s14)x2 p19(it1 s3)x2
+[2026-10-08T15:30:34Z] attribution: item 0x11ca14 (86 reads) read from positions p84(it5 s4)x4 p91(it5 s11)x4 p2(it0 s2)x4 p59(it3 s11)x3 p68(it4 s4)x3 p75(it4 s11)x3 p114(it7 s2)x3 p123(it7 s11)x2 p19(it1 s3)x2 p26(it1 s10)x2 p28(it1 s12)x2 p31(it1 s15)x2
+[2026-10-08T15:30:34Z] attribution: item 0x3fc7dd (85 reads) read from positions p12(it0 s12)x5 p3(it0 s3)x3 p75(it4 s11)x3 p99(it6 s3)x3 p110(it6 s14)x2 p126(it7 s14)x2 p19(it1 s3)x2 p26(it1 s10)x2 p28(it1 s12)x2 p31(it1 s15)x2 p35(it2 s3)x2 p41(it2 s9)x2
+[2026-10-08T15:30:34Z] attribution: item 0x2f3f97 (85 reads) read from positions p19(it1 s3)x5 p27(it1 s11)x5 p108(it6 s12)x5 p116(it7 s4)x3 p12(it0 s12)x3 p47(it2 s15)x3 p58(it3 s10)x3 p83(it5 s3)x3 p92(it5 s12)x3 p113(it7 s1)x3 p115(it7 s3)x3 p95(it5 s15)x2
+[2026-10-08T15:30:34Z] hottest item p19-attack-f8 (0x006560): 89 reads (0.0000% of all); predicted source none
+[2026-10-08T15:30:34Z] program p19-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:30:37Z] program p20-attack-f8: epoch seed dcb66b784dffed6161fcfeb14601d08ad17195f25e240d7dd799524e3067550e era seed 686b6162e4c68cc4d1d74c883cbca002cfb50b78d47c5265ecc0d890d0a75f5d id cdaac8ae56321c87 attempt 2 class mx8-erade9a6760+sh256x27+state op mix load=16 mul=8 mad=6 sub=6 xor=6 add=5 mulhi=5 rotl=4 shfl=4 or=2 rotr=2; era stride mul 0xaa378839 rot 28 interleave [0, 3, 7, 10] windows 4:2:2 5:1:1 8:2:0 10:0:0 18:0:0 22:2:2 23:0:0 25:1:0 27:1:0 30:0:0 34:0:0 37:2:0 46:2:0 47:1:1 59:1:1 63:2:2
+[2026-10-08T15:30:37Z] window layer: site item windows (first, items) (0x800000,2^22) (0x800000,2^23) (0x0,2^22) (0x0,2^24) (0x0,2^24) (0x800000,2^22) (0x0,2^24) (0x0,2^23) (0x0,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^22) (0x0,2^22) (0x800000,2^23) (0x800000,2^23) (0x800000,2^22); expected reads per item by quarter 42.000 18.000 46.000 22.000 (flat uniform 32.000)
+[2026-10-08T15:30:55Z] 131072 warps (4194304 nonces) interpreted in 17.5 s (2.139 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:30:55Z] p20-attack-f8 distinct lines per hash: n 4194304 min 1014 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8711
+[2026-10-08T15:30:55Z] p20-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:30:55Z] p20-attack-f8 distinct lines per warp: n 131072 min 32569 p1 32604 median 32636 p99 32664 max 32685 mean 32635.7570
+[2026-10-08T15:30:55Z] p20-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4308
+[2026-10-08T15:30:55Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:30:55Z] positions: largest hi16-bucket (256 items) share 0.0080% at p15 (iteration 0, site 15, instr 63); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 4)
+[2026-10-08T15:30:55Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p8 (site 8, instr 27); saturated sources at one position 0 of 2048 at p0 (site 0, instr 4); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:30:55Z] p20-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 84 (bin 10578701) z_max +9.19 min 2 z_min -5.30 chi2/dof 5.62522 chi2_z +13396.08 top0.1% 0.21129% top0.5% 0.99341% top1% 1.92731%
+[2026-10-08T15:30:55Z] p20-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00013 largest 83 (item 0xe0099) at +6.33 sigma smallest at -4.57; buckets64 chi2/dof 1.00020 largest 3177 (bucket 134576) at +4.29 sigma smallest at -4.60
+[2026-10-08T15:30:56Z] p20-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 87 (bin 9903239) z_max +9.72 min 2 z_min -5.30 chi2/dof 5.62412 chi2_z +13392.88 top0.1% 0.21107% top0.5% 0.99298% top1% 1.92674%
+[2026-10-08T15:30:56Z] p20-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99971 largest +6.05 sigma; buckets64 chi2/dof 0.99826 largest +4.16 smallest -4.74
+[2026-10-08T15:30:56Z] 6-sigma p20-attack-f8 items buckets64 against the window density: largest bucket +4.29 sigma, smallest -4.60 -> within 6 sigma
+[2026-10-08T15:30:56Z] hot-set p20-attack-f8 items (windowed control): f 0.1% S_f 0.21129% E_f(control) 0.21107% X_f +0.00022% X_f/f +0.0022 -> no hot set
+[2026-10-08T15:30:56Z] hot-set p20-attack-f8 items (windowed control): f 0.5% S_f 0.99341% E_f(control) 0.99298% X_f +0.00043% X_f/f +0.0009 -> no hot set
+[2026-10-08T15:30:56Z] hot-set p20-attack-f8 items (windowed control): f 1.0% S_f 1.92731% E_f(control) 1.92674% X_f +0.00057% X_f/f +0.0006 -> no hot set
+[2026-10-08T15:30:56Z] hot-set p20-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:30:57Z] p20-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 69 (bin 10748115) z_max +6.54 min 7 z_min -4.42 chi2/dof 0.99963 chi2_z -1.08 top0.1% 0.16460% top0.5% 0.77454% top1% 1.50146%
+[2026-10-08T15:30:57Z] hot-set p20-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.21129% E_f(control) 0.16460% X_f +0.04668% X_f/f +0.4668 -> no hot set
+[2026-10-08T15:30:57Z] hot-set p20-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.99341% E_f(control) 0.77454% X_f +0.21887% X_f/f +0.4377 -> no hot set
+[2026-10-08T15:30:57Z] hot-set p20-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.92731% E_f(control) 1.50146% X_f +0.42585% X_f/f +0.4259 -> no hot set
+[2026-10-08T15:30:57Z] hot-set p20-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:30:57Z] ratio p20-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0010x / 1.0004x / 1.0003x (gate 1.2x at 0.1%: within); over the FLAT control 1.2836x / 1.2826x / 1.2836x
+[2026-10-08T15:30:59Z] attribution: hot threshold count >= 65 marks 22622 items (0.1348% of items) holding 1514253 reads (0.2821% of reads); top 8 items t=0xa16b0d:84 t=0xb0351d:83 t=0xac6963:83 t=0x96c57e:83 t=0x0e0099:83 t=0xbf1d71:82 t=0xb147e1:82 t=0xa3b139:82
+[2026-10-08T15:31:07Z] attribution: reads on hot items per position (flat expectation 0.1348% of each position's 4194304 reads); the 24 largest: p63(it3 s15)=0.704% p16(it1 s0)=0.703% p117(it7 s5)=0.702% p37(it2 s5)=0.701% p85(it5 s5)=0.701% p96(it6 s0)=0.699% p31(it1 s15)=0.699% p0(it0 s0)=0.698% p79(it4 s15)=0.698% p5(it0 s5)=0.697% p95(it5 s15)=0.696% p112(it7 s0)=0.696% p47(it2 s15)=0.696% p64(it4 s0)=0.696% p69(it4 s5)=0.695% p101(it6 s5)=0.695% p32(it2 s0)=0.694% p21(it1 s5)=0.692% p127(it7 s15)=0.692% p15(it0 s15)=0.692% p48(it3 s0)=0.692% p80(it5 s0)=0.691% p111(it6 s15)=0.687% p53(it3 s5)=0.683%
+[2026-10-08T15:31:07Z] attribution: hot reads by iteration it0=0.282% it1=0.282% it2=0.281% it3=0.282% it4=0.283% it5=0.282% it6=0.282% it7=0.282% ; by site s0=0.696% s1=0.348% s2=0.097% s3=0.198% s4=0.200% s5=0.696% s6=0.197% s7=0.048% s8=0.048% s9=0.199% s10=0.198% s11=0.098% s12=0.097% s13=0.348% s14=0.348% s15=0.696%
+[2026-10-08T15:31:07Z] site 0 (instr 4, src r4, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.6962% (flat expectation 0.1348%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:31:07Z] site 1 (instr 5, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3475% (flat expectation 0.1348%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:31:07Z] site 2 (instr 8, src r3, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0974% (flat expectation 0.1348%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0068% (window expectation 0.0061%)
+[2026-10-08T15:31:07Z] site 3 (instr 10, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1980% (flat expectation 0.1348%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:31:07Z] site 4 (instr 18, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2001% (flat expectation 0.1348%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:31:07Z] site 5 (instr 22, src r2, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.6958% (flat expectation 0.1348%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:31:07Z] site 6 (instr 23, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1975% (flat expectation 0.1348%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:31:07Z] site 7 (instr 25, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0484% (flat expectation 0.1348%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:31:07Z] site 8 (instr 27, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0484% (flat expectation 0.1348%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:31:07Z] site 9 (instr 30, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1988% (flat expectation 0.1348%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:31:07Z] site 10 (instr 34, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1984% (flat expectation 0.1348%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:31:07Z] site 11 (instr 37, src r6, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0981% (flat expectation 0.1348%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:31:07Z] site 12 (instr 46, src r7, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0970% (flat expectation 0.1348%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:31:07Z] site 13 (instr 47, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3477% (flat expectation 0.1348%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:31:07Z] site 14 (instr 59, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3480% (flat expectation 0.1348%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:31:07Z] site 15 (instr 63, src r0, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.6955% (flat expectation 0.1348%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:31:07Z] attribution: item 0xa16b0d (84 reads) read from positions p80(it5 s0)x5 p127(it7 s15)x4 p96(it6 s0)x4 p13(it0 s13)x3 p53(it3 s5)x3 p79(it4 s15)x3 p95(it5 s15)x3 p0(it0 s0)x3 p111(it6 s15)x3 p100(it6 s4)x2 p112(it7 s0)x2 p63(it3 s15)x2
+[2026-10-08T15:31:07Z] attribution: item 0xb0351d (83 reads) read from positions p101(it6 s5)x5 p64(it4 s0)x4 p95(it5 s15)x4 p63(it3 s15)x3 p16(it1 s0)x3 p31(it1 s15)x3 p78(it4 s14)x3 p93(it5 s13)x3 p15(it0 s15)x2 p32(it2 s0)x2 p37(it2 s5)x2 p47(it2 s15)x2
+[2026-10-08T15:31:07Z] attribution: item 0xac6963 (83 reads) read from positions p37(it2 s5)x4 p80(it5 s0)x4 p49(it3 s1)x3 p62(it3 s14)x3 p93(it5 s13)x3 p111(it6 s15)x3 p112(it7 s0)x2 p5(it0 s5)x2 p14(it0 s14)x2 p29(it1 s13)x2 p31(it1 s15)x2 p32(it2 s0)x2
+[2026-10-08T15:31:07Z] attribution: item 0x96c57e (83 reads) read from positions p15(it0 s15)x5 p21(it1 s5)x4 p95(it5 s15)x4 p96(it6 s0)x4 p117(it7 s5)x3 p5(it0 s5)x3 p31(it1 s15)x3 p46(it2 s14)x3 p49(it3 s1)x3 p64(it4 s0)x3 p4(it0 s4)x2 p9(it0 s9)x2
+[2026-10-08T15:31:07Z] attribution: item 0x0e0099 (83 reads) read from positions p75(it4 s11)x4 p11(it0 s11)x4 p18(it1 s2)x4 p2(it0 s2)x3 p23(it1 s7)x3 p92(it5 s12)x3 p98(it6 s2)x3 p108(it6 s12)x3 p122(it7 s10)x2 p12(it0 s12)x2 p27(it1 s11)x2 p28(it1 s12)x2
+[2026-10-08T15:31:07Z] attribution: item 0xbf1d71 (82 reads) read from positions p58(it3 s10)x7 p85(it5 s5)x4 p111(it6 s15)x4 p117(it7 s5)x3 p31(it1 s15)x3 p32(it2 s0)x3 p37(it2 s5)x3 p0(it0 s0)x3 p63(it3 s15)x3 p61(it3 s13)x2 p122(it7 s10)x2 p15(it0 s15)x2
+[2026-10-08T15:31:07Z] attribution: item 0xb147e1 (82 reads) read from positions p33(it2 s1)x4 p93(it5 s13)x3 p16(it1 s0)x3 p48(it3 s0)x3 p53(it3 s5)x3 p64(it4 s0)x3 p0(it0 s0)x3 p79(it4 s15)x3 p68(it4 s4)x2 p31(it1 s15)x2 p5(it0 s5)x2 p36(it2 s4)x2
+[2026-10-08T15:31:07Z] attribution: item 0xa3b139 (82 reads) read from positions p31(it1 s15)x5 p53(it3 s5)x5 p45(it2 s13)x4 p16(it1 s0)x3 p22(it1 s6)x3 p37(it2 s5)x3 p101(it6 s5)x3 p0(it0 s0)x3 p125(it7 s13)x2 p15(it0 s15)x2 p21(it1 s5)x2 p29(it1 s13)x2
+[2026-10-08T15:31:07Z] hottest item p20-attack-f8 (0xa16b0d): 84 reads (0.0000% of all); predicted source none
+[2026-10-08T15:31:07Z] program p20-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:31:10Z] program p21-attack-f8: epoch seed fcfbea40c3b0b1e3301df7ba6b90a9c36248b2092ffb23d1e0f597672885808c era seed 4a36255eb732cd2db4f2c34b31ca5b0e405cd2f8442efa9edabcd2fc0347e198 id 49b8e63ef8610284 attempt 3 class mx8-era22a7f5e9+sh256x27+state op mix load=16 add=7 mul=7 shfl=7 xor=6 mad=5 mulhi=4 rotl=4 rotr=4 or=3 sub=1; era stride mul 0x48825377 rot 22 interleave [3, 5, 6, 8] windows 5:0:0 8:2:2 10:1:0 12:0:0 21:2:3 22:0:0 24:2:0 26:2:0 30:2:2 33:0:0 37:2:1 46:1:1 53:1:0 55:0:0 58:1:0 62:0:0
+[2026-10-08T15:31:10Z] window layer: site item windows (first, items) (0x0,2^24) (0x800000,2^22) (0x0,2^23) (0x0,2^24) (0xc00000,2^22) (0x0,2^24) (0x0,2^22) (0x0,2^22) (0x800000,2^22) (0x0,2^24) (0x400000,2^22) (0x800000,2^23) (0x0,2^23) (0x0,2^24) (0x0,2^23) (0x0,2^24); expected reads per item by quarter 40.000 32.000 32.000 24.000 (flat uniform 32.000)
+[2026-10-08T15:31:28Z] 131072 warps (4194304 nonces) interpreted in 17.5 s (2.140 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:31:28Z] p21-attack-f8 distinct lines per hash: n 4194304 min 1013 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8712
+[2026-10-08T15:31:28Z] p21-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:31:28Z] p21-attack-f8 distinct lines per warp: n 131072 min 32569 p1 32605 median 32637 p99 32664 max 32689 mean 32636.2030
+[2026-10-08T15:31:28Z] p21-attack-f8 distinct items per warp: n 131072 min 4089 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4822
+[2026-10-08T15:31:28Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:31:28Z] positions: largest hi16-bucket (256 items) share 0.0080% at p116 (iteration 7, site 4, instr 21); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 5)
+[2026-10-08T15:31:28Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p14 (site 14, instr 58); saturated sources at one position 0 of 2048 at p0 (site 0, instr 5); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:31:28Z] p21-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 76 (bin 317893) z_max +7.78 min 5 z_min -4.77 chi2/dof 2.00116 chi2_z +2899.68 top0.1% 0.18742% top0.5% 0.87749% top1% 1.69732%
+[2026-10-08T15:31:28Z] p21-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00059 largest 66 (item 0x45454d) at +6.01 sigma smallest at -4.43; buckets64 chi2/dof 1.00242 largest 2805 (bucket 14874) at +4.84 sigma smallest at -4.68
+[2026-10-08T15:31:30Z] p21-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 74 (bin 2371487) z_max +7.42 min 4 z_min -4.95 chi2/dof 1.99958 chi2_z +2895.08 top0.1% 0.18748% top0.5% 0.87739% top1% 1.69708%
+[2026-10-08T15:31:30Z] p21-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99971 largest +6.01 sigma; buckets64 chi2/dof 1.00088 largest +5.97 smallest -4.33
+[2026-10-08T15:31:30Z] 6-sigma p21-attack-f8 items buckets64 against the window density: largest bucket +4.84 sigma, smallest -4.68 -> within 6 sigma
+[2026-10-08T15:31:30Z] hot-set p21-attack-f8 items (windowed control): f 0.1% S_f 0.18742% E_f(control) 0.18748% X_f -0.00007% X_f/f -0.0007 -> no hot set
+[2026-10-08T15:31:30Z] hot-set p21-attack-f8 items (windowed control): f 0.5% S_f 0.87749% E_f(control) 0.87739% X_f +0.00010% X_f/f +0.0002 -> no hot set
+[2026-10-08T15:31:30Z] hot-set p21-attack-f8 items (windowed control): f 1.0% S_f 1.69732% E_f(control) 1.69708% X_f +0.00024% X_f/f +0.0002 -> no hot set
+[2026-10-08T15:31:30Z] hot-set p21-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:31:31Z] p21-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 65 (bin 2721843) z_max +5.83 min 6 z_min -4.60 chi2/dof 1.00024 chi2_z +0.69 top0.1% 0.16458% top0.5% 0.77425% top1% 1.50116%
+[2026-10-08T15:31:31Z] hot-set p21-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.18742% E_f(control) 0.16458% X_f +0.02284% X_f/f +0.2284 -> no hot set
+[2026-10-08T15:31:31Z] hot-set p21-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.87749% E_f(control) 0.77425% X_f +0.10324% X_f/f +0.2065 -> no hot set
+[2026-10-08T15:31:31Z] hot-set p21-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.69732% E_f(control) 1.50116% X_f +0.19616% X_f/f +0.1962 -> no hot set
+[2026-10-08T15:31:31Z] hot-set p21-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:31:31Z] ratio p21-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 0.9996x / 1.0001x / 1.0001x (gate 1.2x at 0.1%: within); over the FLAT control 1.1388x / 1.1333x / 1.1307x
+[2026-10-08T15:31:32Z] attribution: hot threshold count >= 58 marks 18734 items (0.1117% of items) holding 1119687 reads (0.2086% of reads); top 8 items t=0x04d9c5:76 t=0x15a42e:75 t=0x3a7d5c:74 t=0x1f7345:73 t=0x01bcce:73 t=0x2d6bb6:72 t=0x2cfa6a:72 t=0x24c73c:72
+[2026-10-08T15:31:40Z] attribution: reads on hot items per position (flat expectation 0.1117% of each position's 4194304 reads); the 24 largest: p23(it1 s7)=0.667% p71(it4 s7)=0.666% p54(it3 s6)=0.665% p55(it3 s7)=0.665% p86(it5 s6)=0.664% p87(it5 s7)=0.662% p118(it7 s6)=0.661% p7(it0 s7)=0.660% p38(it2 s6)=0.660% p119(it7 s7)=0.659% p6(it0 s6)=0.659% p22(it1 s6)=0.659% p103(it6 s7)=0.658% p102(it6 s6)=0.658% p39(it2 s7)=0.658% p70(it4 s6)=0.652% p114(it7 s2)=0.337% p98(it6 s2)=0.336% p44(it2 s12)=0.335% p62(it3 s14)=0.334% p108(it6 s12)=0.334% p66(it4 s2)=0.333% p2(it0 s2)=0.333% p60(it3 s12)=0.333%
+[2026-10-08T15:31:40Z] attribution: hot reads by iteration it0=0.208% it1=0.208% it2=0.209% it3=0.209% it4=0.208% it5=0.209% it6=0.208% it7=0.209% ; by site s0=0.168% s1=0.005% s2=0.332% s3=0.167% s4=0.000% s5=0.167% s6=0.660% s7=0.662% s8=0.005% s9=0.167% s10=0.004% s11=0.003% s12=0.332% s13=0.168% s14=0.330% s15=0.168%
+[2026-10-08T15:31:40Z] site 0 (instr 5, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1680% (flat expectation 0.1117%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:31:40Z] site 1 (instr 8, src r7, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0050% (flat expectation 0.1117%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:31:40Z] site 2 (instr 10, src r6, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3321% (flat expectation 0.1117%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:31:40Z] site 3 (instr 12, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1675% (flat expectation 0.1117%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:31:40Z] site 4 (instr 21, src r1, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1117%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:31:40Z] site 5 (instr 22, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1673% (flat expectation 0.1117%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:31:40Z] site 6 (instr 24, src r5, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6598% (flat expectation 0.1117%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:31:40Z] site 7 (instr 26, src r2, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6619% (flat expectation 0.1117%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:31:40Z] site 8 (instr 30, src r1, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0050% (flat expectation 0.1117%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:31:40Z] site 9 (instr 33, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1670% (flat expectation 0.1117%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:31:40Z] site 10 (instr 37, src r7, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0037% (flat expectation 0.1117%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:31:40Z] site 11 (instr 46, src r4, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0025% (flat expectation 0.1117%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:31:40Z] site 12 (instr 53, src r2, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3317% (flat expectation 0.1117%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:31:40Z] site 13 (instr 55, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1677% (flat expectation 0.1117%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:31:40Z] site 14 (instr 58, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3302% (flat expectation 0.1117%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:31:40Z] site 15 (instr 62, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1676% (flat expectation 0.1117%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:31:40Z] attribution: item 0x04d9c5 (76 reads) read from positions p30(it1 s14)x4 p34(it2 s2)x4 p118(it7 s6)x3 p23(it1 s7)x3 p37(it2 s5)x3 p54(it3 s6)x3 p55(it3 s7)x3 p7(it0 s7)x3 p71(it4 s7)x3 p86(it5 s6)x3 p102(it6 s6)x3 p108(it6 s12)x3
+[2026-10-08T15:31:40Z] attribution: item 0x15a42e (75 reads) read from positions p103(it6 s7)x4 p21(it1 s5)x3 p57(it3 s9)x3 p2(it0 s2)x3 p86(it5 s6)x3 p87(it5 s7)x3 p62(it3 s14)x2 p23(it1 s7)x2 p39(it2 s7)x2 p45(it2 s13)x2 p50(it3 s2)x2 p13(it0 s13)x2
+[2026-10-08T15:31:40Z] attribution: item 0x3a7d5c (74 reads) read from positions p38(it2 s6)x5 p39(it2 s7)x4 p86(it5 s6)x4 p12(it0 s12)x3 p70(it4 s6)x3 p71(it4 s7)x3 p87(it5 s7)x3 p94(it5 s14)x3 p6(it0 s6)x2 p124(it7 s12)x2 p48(it3 s0)x2 p55(it3 s7)x2
+[2026-10-08T15:31:40Z] attribution: item 0x1f7345 (73 reads) read from positions p22(it1 s6)x5 p6(it0 s6)x4 p86(it5 s6)x4 p14(it0 s14)x3 p118(it7 s6)x3 p16(it1 s0)x2 p23(it1 s7)x2 p28(it1 s12)x2 p29(it1 s13)x2 p39(it2 s7)x2 p62(it3 s14)x2 p82(it5 s2)x2
+[2026-10-08T15:31:40Z] attribution: item 0x01bcce (73 reads) read from positions p55(it3 s7)x5 p119(it7 s7)x4 p87(it5 s7)x4 p103(it6 s7)x3 p6(it0 s6)x2 p7(it0 s7)x2 p12(it0 s12)x2 p22(it1 s6)x2 p23(it1 s7)x2 p30(it1 s14)x2 p41(it2 s9)x2 p44(it2 s12)x2
+[2026-10-08T15:31:40Z] attribution: item 0x2d6bb6 (72 reads) read from positions p54(it3 s6)x4 p119(it7 s7)x3 p6(it0 s6)x3 p14(it0 s14)x3 p55(it3 s7)x3 p70(it4 s6)x3 p98(it6 s2)x3 p102(it6 s6)x2 p114(it7 s2)x2 p23(it1 s7)x2 p39(it2 s7)x2 p7(it0 s7)x2
+[2026-10-08T15:31:40Z] attribution: item 0x2cfa6a (72 reads) read from positions p23(it1 s7)x4 p38(it2 s6)x4 p55(it3 s7)x4 p6(it0 s6)x3 p54(it3 s6)x3 p71(it4 s7)x3 p86(it5 s6)x3 p87(it5 s7)x3 p3(it0 s3)x2 p7(it0 s7)x2 p34(it2 s2)x2 p39(it2 s7)x2
+[2026-10-08T15:31:40Z] attribution: item 0x24c73c (72 reads) read from positions p14(it0 s14)x3 p39(it2 s7)x3 p44(it2 s12)x3 p86(it5 s6)x3 p126(it7 s14)x2 p21(it1 s5)x2 p22(it1 s6)x2 p28(it1 s12)x2 p34(it2 s2)x2 p38(it2 s6)x2 p41(it2 s9)x2 p51(it3 s3)x2
+[2026-10-08T15:31:40Z] hottest item p21-attack-f8 (0x04d9c5): 76 reads (0.0000% of all); predicted source none
+[2026-10-08T15:31:40Z] program p21-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:31:44Z] program p22-attack-f8: epoch seed 382043fe9821bc62ecc3e2ee38a05f73017845fb220c0b3895b3f77a11885dab era seed ef38feca26aca5746137933bf88c08439fbfb5b2686f79e62773769183b18c79 id 03966792f9802981 attempt 1 class mx8-era534b22c8+sh256x27+state op mix load=16 add=12 mad=8 shfl=6 mulhi=5 xor=5 mul=4 rotl=3 rotr=3 or=1 sub=1; era stride mul 0x1d32e3af rot 25 interleave [7, 9, 11, 15] windows 2:1:0 5:1:1 6:2:2 8:1:1 19:0:0 20:0:0 27:2:0 28:1:0 32:2:1 34:2:0 36:2:3 46:0:0 47:1:0 53:1:0 58:0:0 60:2:0
+[2026-10-08T15:31:44Z] window layer: site item windows (first, items) (0x0,2^23) (0x800000,2^23) (0x800000,2^22) (0x800000,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^22) (0x0,2^23) (0x400000,2^22) (0x0,2^22) (0xc00000,2^22) (0x0,2^24) (0x0,2^23) (0x0,2^23) (0x0,2^24) (0x0,2^22); expected reads per item by quarter 48.000 32.000 24.000 24.000 (flat uniform 32.000)
+[2026-10-08T15:32:01Z] 131072 warps (4194304 nonces) interpreted in 17.2 s (2.100 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:32:01Z] p22-attack-f8 distinct lines per hash: n 4194304 min 1008 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8709
+[2026-10-08T15:32:01Z] p22-attack-f8 distinct items per hash: n 4194304 min 126 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:32:01Z] p22-attack-f8 distinct lines per warp: n 131072 min 32571 p1 32605 median 32636 p99 32664 max 32687 mean 32636.0209
+[2026-10-08T15:32:01Z] p22-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4536
+[2026-10-08T15:32:01Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:32:01Z] positions: largest hi16-bucket (256 items) share 0.0087% at p6 (iteration 0, site 6, instr 27); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 2)
+[2026-10-08T15:32:01Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p38 (site 6, instr 27); saturated sources at one position 0 of 2048 at p0 (site 0, instr 2); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:32:01Z] p22-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 87 (bin 2721181) z_max +9.72 min 4 z_min -4.95 chi2/dof 4.00848 chi2_z +8713.48 top0.1% 0.21893% top0.5% 1.02760% top1% 1.99142%
+[2026-10-08T15:32:01Z] p22-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00528 largest 56 (item 0xb00e87) at +6.53 sigma smallest at -4.47; buckets64 chi2/dof 1.32744 largest 3419 (bucket 17211) at +6.26 sigma smallest at -5.00
+[2026-10-08T15:32:03Z] p22-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 86 (bin 3363400) z_max +9.55 min 4 z_min -4.95 chi2/dof 3.99981 chi2_z +8688.36 top0.1% 0.21809% top0.5% 1.02446% top1% 1.98578%
+[2026-10-08T15:32:03Z] p22-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99962 largest +6.12 sigma; buckets64 chi2/dof 1.00463 largest +4.80 smallest -4.21
+[2026-10-08T15:32:03Z] 6-sigma p22-attack-f8 items buckets64 against the window density: largest bucket +6.26 sigma, smallest -5.00 -> FLAGGED (beyond 6 sigma)
+[2026-10-08T15:32:03Z] hot-set p22-attack-f8 items (windowed control): f 0.1% S_f 0.21893% E_f(control) 0.21809% X_f +0.00083% X_f/f +0.0083 -> no hot set
+[2026-10-08T15:32:03Z] hot-set p22-attack-f8 items (windowed control): f 0.5% S_f 1.02760% E_f(control) 1.02446% X_f +0.00314% X_f/f +0.0063 -> no hot set
+[2026-10-08T15:32:03Z] hot-set p22-attack-f8 items (windowed control): f 1.0% S_f 1.99142% E_f(control) 1.98578% X_f +0.00564% X_f/f +0.0056 -> no hot set
+[2026-10-08T15:32:03Z] hot-set p22-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:32:04Z] p22-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 65 (bin 1479286) z_max +5.83 min 7 z_min -4.42 chi2/dof 0.99994 chi2_z -0.18 top0.1% 0.16454% top0.5% 0.77434% top1% 1.50124%
+[2026-10-08T15:32:04Z] hot-set p22-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.21893% E_f(control) 0.16454% X_f +0.05439% X_f/f +0.5439 -> no hot set
+[2026-10-08T15:32:04Z] hot-set p22-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 1.02760% E_f(control) 0.77434% X_f +0.25326% X_f/f +0.5065 -> no hot set
+[2026-10-08T15:32:04Z] hot-set p22-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.99142% E_f(control) 1.50124% X_f +0.49018% X_f/f +0.4902 -> no hot set
+[2026-10-08T15:32:04Z] hot-set p22-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:32:04Z] ratio p22-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0038x / 1.0031x / 1.0028x (gate 1.2x at 0.1%: within); over the FLAT control 1.3305x / 1.3271x / 1.3265x
+[2026-10-08T15:32:05Z] attribution: hot threshold count >= 68 marks 17214 items (0.1026% of items) holding 1205063 reads (0.2245% of reads); top 8 items t=0x29859d:87 t=0x3f932f:85 t=0x368637:85 t=0x1d7dd8:85 t=0x141610:85 t=0x10d588:85 t=0x175676:84 t=0x16d267:84
+[2026-10-08T15:32:13Z] attribution: reads on hot items per position (flat expectation 0.1026% of each position's 4194304 reads); the 24 largest: p6(it0 s6)=0.631% p38(it2 s6)=0.623% p70(it4 s6)=0.623% p118(it7 s6)=0.623% p86(it5 s6)=0.622% p102(it6 s6)=0.620% p54(it3 s6)=0.619% p22(it1 s6)=0.615% p127(it7 s15)=0.599% p63(it3 s15)=0.598% p95(it5 s15)=0.598% p73(it4 s9)=0.598% p25(it1 s9)=0.597% p111(it6 s15)=0.597% p121(it7 s9)=0.596% p105(it6 s9)=0.596% p79(it4 s15)=0.596% p15(it0 s15)=0.596% p57(it3 s9)=0.593% p89(it5 s9)=0.593% p31(it1 s15)=0.592% p41(it2 s9)=0.591% p47(it2 s15)=0.591% p9(it0 s9)=0.589%
+[2026-10-08T15:32:13Z] attribution: hot reads by iteration it0=0.225% it1=0.224% it2=0.224% it3=0.225% it4=0.225% it5=0.224% it6=0.225% it7=0.225% ; by site s0=0.296% s1=0.000% s2=0.000% s3=0.000% s4=0.148% s5=0.148% s6=0.622% s7=0.298% s8=0.000% s9=0.594% s10=0.000% s11=0.149% s12=0.295% s13=0.296% s14=0.149% s15=0.596%
+[2026-10-08T15:32:13Z] site 0 (instr 2, src r4, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2961% (flat expectation 0.1026%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:32:13Z] site 1 (instr 5, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1026%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:32:13Z] site 2 (instr 6, src r4, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1026%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:32:13Z] site 3 (instr 8, src r2, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1026%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:32:13Z] site 4 (instr 19, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1482% (flat expectation 0.1026%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:32:13Z] site 5 (instr 20, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1478% (flat expectation 0.1026%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:32:13Z] site 6 (instr 27, src r3, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6220% (flat expectation 0.1026%); index entropy 13.988 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0074% (window expectation 0.0061%)
+[2026-10-08T15:32:13Z] site 7 (instr 28, src r6, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2979% (flat expectation 0.1026%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:32:13Z] site 8 (instr 32, src r4, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1026%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:32:13Z] site 9 (instr 34, src r0, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.5943% (flat expectation 0.1026%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0068% (window expectation 0.0061%)
+[2026-10-08T15:32:13Z] site 10 (instr 36, src r1, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1026%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:32:13Z] site 11 (instr 46, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1486% (flat expectation 0.1026%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:32:13Z] site 12 (instr 47, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2950% (flat expectation 0.1026%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:32:13Z] site 13 (instr 53, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2963% (flat expectation 0.1026%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:32:13Z] site 14 (instr 58, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1492% (flat expectation 0.1026%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:32:13Z] site 15 (instr 60, src r1, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.5957% (flat expectation 0.1026%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:32:13Z] attribution: item 0x29859d (87 reads) read from positions p127(it7 s15)x5 p41(it2 s9)x4 p29(it1 s13)x3 p31(it1 s15)x3 p93(it5 s13)x3 p111(it6 s15)x3 p121(it7 s9)x3 p9(it0 s9)x2 p15(it0 s15)x2 p28(it1 s12)x2 p38(it2 s6)x2 p45(it2 s13)x2
+[2026-10-08T15:32:13Z] attribution: item 0x3f932f (85 reads) read from positions p73(it4 s9)x7 p41(it2 s9)x4 p127(it7 s15)x3 p9(it0 s9)x3 p25(it1 s9)x3 p57(it3 s9)x3 p79(it4 s15)x3 p87(it5 s7)x3 p0(it0 s0)x3 p111(it6 s15)x3 p105(it6 s9)x2 p118(it7 s6)x2
+[2026-10-08T15:32:13Z] attribution: item 0x368637 (85 reads) read from positions p12(it0 s12)x4 p25(it1 s9)x4 p55(it3 s7)x4 p95(it5 s15)x4 p13(it0 s13)x3 p22(it1 s6)x3 p31(it1 s15)x3 p38(it2 s6)x3 p4(it0 s4)x2 p29(it1 s13)x2 p43(it2 s11)x2 p47(it2 s15)x2
+[2026-10-08T15:32:13Z] attribution: item 0x1d7dd8 (85 reads) read from positions p38(it2 s6)x5 p102(it6 s6)x5 p31(it1 s15)x4 p79(it4 s15)x4 p73(it4 s9)x3 p86(it5 s6)x3 p108(it6 s12)x3 p111(it6 s15)x3 p121(it7 s9)x2 p6(it0 s6)x2 p9(it0 s9)x2 p13(it0 s13)x2
+[2026-10-08T15:32:13Z] attribution: item 0x141610 (85 reads) read from positions p22(it1 s6)x5 p47(it2 s15)x5 p15(it0 s15)x4 p25(it1 s9)x4 p6(it0 s6)x3 p57(it3 s9)x3 p63(it3 s15)x3 p70(it4 s6)x3 p92(it5 s12)x3 p105(it6 s9)x3 p9(it0 s9)x2 p31(it1 s15)x2
+[2026-10-08T15:32:13Z] attribution: item 0x10d588 (85 reads) read from positions p127(it7 s15)x5 p47(it2 s15)x5 p102(it6 s6)x5 p9(it0 s9)x3 p70(it4 s6)x3 p75(it4 s11)x3 p76(it4 s12)x3 p60(it3 s12)x2 p22(it1 s6)x2 p37(it2 s5)x2 p6(it0 s6)x2 p48(it3 s0)x2
+[2026-10-08T15:32:13Z] attribution: item 0x175676 (84 reads) read from positions p25(it1 s9)x6 p6(it0 s6)x4 p64(it4 s0)x4 p38(it2 s6)x3 p45(it2 s13)x3 p47(it2 s15)x3 p63(it3 s15)x3 p70(it4 s6)x3 p79(it4 s15)x3 p86(it5 s6)x3 p111(it6 s15)x3 p121(it7 s9)x3
+[2026-10-08T15:32:13Z] attribution: item 0x16d267 (84 reads) read from positions p6(it0 s6)x4 p9(it0 s9)x3 p52(it3 s4)x3 p79(it4 s15)x3 p95(it5 s15)x3 p100(it6 s4)x3 p105(it6 s9)x3 p12(it0 s12)x2 p25(it1 s9)x2 p29(it1 s13)x2 p39(it2 s7)x2 p48(it3 s0)x2
+[2026-10-08T15:32:13Z] hottest item p22-attack-f8 (0x29859d): 87 reads (0.0000% of all); predicted source none
+[2026-10-08T15:32:13Z] program p22-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) FLAGGED; hot-set clear; verdict FLAGGED
+[2026-10-08T15:32:17Z] program p23-attack-f8: epoch seed 01aa1485fcb5d59223ca40602086e618277decf440188c5a55898f635f7be34f era seed 00951c99e7ef952fd52611b8de7c07cc705cdec9e129a31a19d696c99909f052 id 1af666a6e9b8cbae attempt 1 class mx8-era54807265+sh256x27+state op mix load=16 add=9 xor=7 mad=5 rotl=5 rotr=5 mulhi=4 shfl=4 sub=4 mul=3 or=2; era stride mul 0xd88595c9 rot 26 interleave [0, 1, 4, 14] windows 1:0:0 5:0:0 11:1:1 17:2:3 18:1:1 28:0:0 34:1:0 38:0:0 40:1:0 45:0:0 46:1:1 50:0:0 52:2:0 53:1:1 57:2:1 60:1:0
+[2026-10-08T15:32:17Z] window layer: site item windows (first, items) (0x0,2^24) (0x0,2^24) (0x800000,2^23) (0xc00000,2^22) (0x800000,2^23) (0x0,2^24) (0x0,2^23) (0x0,2^24) (0x0,2^23) (0x0,2^24) (0x800000,2^23) (0x0,2^24) (0x0,2^22) (0x800000,2^23) (0x400000,2^22) (0x0,2^23); expected reads per item by quarter 32.000 32.000 28.000 36.000 (flat uniform 32.000)
+[2026-10-08T15:32:35Z] 131072 warps (4194304 nonces) interpreted in 17.6 s (2.145 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:32:35Z] p23-attack-f8 distinct lines per hash: n 4194304 min 1014 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8708
+[2026-10-08T15:32:35Z] p23-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:32:35Z] p23-attack-f8 distinct lines per warp: n 131072 min 32575 p1 32605 median 32637 p99 32664 max 32690 mean 32636.3285
+[2026-10-08T15:32:35Z] p23-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4932
+[2026-10-08T15:32:35Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:32:35Z] positions: largest hi16-bucket (256 items) share 0.0080% at p35 (iteration 2, site 3, instr 17); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 1)
+[2026-10-08T15:32:35Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p3 (site 3, instr 17); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:32:35Z] p23-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 74 (bin 15517625) z_max +7.42 min 6 z_min -4.60 chi2/dof 1.25033 chi2_z +725.04 top0.1% 0.17273% top0.5% 0.80906% top1% 1.56600%
+[2026-10-08T15:32:35Z] p23-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00022 largest 73 (item 0x1ea6ee) at +7.25 sigma smallest at -4.42; buckets64 chi2/dof 0.99891 largest 2243 (bucket 66066) at +4.31 sigma smallest at -4.86
+[2026-10-08T15:32:37Z] p23-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 68 (bin 14977848) z_max +6.36 min 6 z_min -4.60 chi2/dof 1.25057 chi2_z +725.73 top0.1% 0.17277% top0.5% 0.80936% top1% 1.56639%
+[2026-10-08T15:32:37Z] p23-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00045 largest +6.43 sigma; buckets64 chi2/dof 1.00007 largest +4.28 smallest -4.89
+[2026-10-08T15:32:37Z] 6-sigma p23-attack-f8 items buckets64 against the window density: largest bucket +4.31 sigma, smallest -4.86 -> within 6 sigma
+[2026-10-08T15:32:37Z] hot-set p23-attack-f8 items (windowed control): f 0.1% S_f 0.17273% E_f(control) 0.17277% X_f -0.00004% X_f/f -0.0004 -> no hot set
+[2026-10-08T15:32:37Z] hot-set p23-attack-f8 items (windowed control): f 0.5% S_f 0.80906% E_f(control) 0.80936% X_f -0.00030% X_f/f -0.0006 -> no hot set
+[2026-10-08T15:32:37Z] hot-set p23-attack-f8 items (windowed control): f 1.0% S_f 1.56600% E_f(control) 1.56639% X_f -0.00039% X_f/f -0.0004 -> no hot set
+[2026-10-08T15:32:37Z] hot-set p23-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:32:38Z] p23-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 66 (bin 8684136) z_max +6.01 min 7 z_min -4.42 chi2/dof 0.99956 chi2_z -1.27 top0.1% 0.16460% top0.5% 0.77437% top1% 1.50129%
+[2026-10-08T15:32:38Z] hot-set p23-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.17273% E_f(control) 0.16460% X_f +0.00813% X_f/f +0.0813 -> no hot set
+[2026-10-08T15:32:38Z] hot-set p23-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.80906% E_f(control) 0.77437% X_f +0.03469% X_f/f +0.0694 -> no hot set
+[2026-10-08T15:32:38Z] hot-set p23-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.56600% E_f(control) 1.50129% X_f +0.06471% X_f/f +0.0647 -> no hot set
+[2026-10-08T15:32:38Z] hot-set p23-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:32:38Z] ratio p23-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 0.9998x / 0.9996x / 0.9997x (gate 1.2x at 0.1%: within); over the FLAT control 1.0494x / 1.0448x / 1.0431x
+[2026-10-08T15:32:39Z] attribution: hot threshold count >= 53 marks 23079 items (0.1376% of items) holding 1261343 reads (0.2349% of reads); top 8 items t=0xecc7b9:74 t=0x1ea6ee:73 t=0xe49763:71 t=0xe00258:69 t=0xcf98dc:69 t=0xfcf6f6:68 t=0xd4b251:68 t=0xfcdf7f:67
+[2026-10-08T15:32:47Z] attribution: reads on hot items per position (flat expectation 0.1376% of each position's 4194304 reads); the 24 largest: p115(it7 s3)=0.713% p19(it1 s3)=0.712% p3(it0 s3)=0.711% p67(it4 s3)=0.710% p99(it6 s3)=0.706% p51(it3 s3)=0.705% p35(it2 s3)=0.705% p83(it5 s3)=0.703% p34(it2 s2)=0.360% p82(it5 s2)=0.359% p13(it0 s13)=0.358% p42(it2 s10)=0.357% p26(it1 s10)=0.357% p93(it5 s13)=0.357% p116(it7 s4)=0.356% p20(it1 s4)=0.356% p4(it0 s4)=0.356% p114(it7 s2)=0.355% p50(it3 s2)=0.355% p36(it2 s4)=0.355% p100(it6 s4)=0.355% p29(it1 s13)=0.355% p106(it6 s10)=0.355% p61(it3 s13)=0.355%
+[2026-10-08T15:32:47Z] attribution: hot reads by iteration it0=0.235% it1=0.235% it2=0.236% it3=0.235% it4=0.234% it5=0.235% it6=0.235% it7=0.235% ; by site s0=0.212% s1=0.213% s2=0.354% s3=0.708% s4=0.354% s5=0.212% s6=0.071% s7=0.214% s8=0.072% s9=0.213% s10=0.354% s11=0.213% s12=0.070% s13=0.354% s14=0.072% s15=0.072%
+[2026-10-08T15:32:47Z] site 0 (instr 1, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2121% (flat expectation 0.1376%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:32:47Z] site 1 (instr 5, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2130% (flat expectation 0.1376%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:32:47Z] site 2 (instr 11, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3542% (flat expectation 0.1376%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:32:47Z] site 3 (instr 17, src r5, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.7080% (flat expectation 0.1376%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:32:47Z] site 4 (instr 18, src r2, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3541% (flat expectation 0.1376%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:32:47Z] site 5 (instr 28, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2123% (flat expectation 0.1376%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:32:47Z] site 6 (instr 34, src r4, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0706% (flat expectation 0.1376%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:32:47Z] site 7 (instr 38, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2145% (flat expectation 0.1376%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:32:47Z] site 8 (instr 40, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0723% (flat expectation 0.1376%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:32:47Z] site 9 (instr 45, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2126% (flat expectation 0.1376%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:32:47Z] site 10 (instr 46, src r0, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3537% (flat expectation 0.1376%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:32:47Z] site 11 (instr 50, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2132% (flat expectation 0.1376%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:32:47Z] site 12 (instr 52, src r4, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0704% (flat expectation 0.1376%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:32:47Z] site 13 (instr 53, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3541% (flat expectation 0.1376%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:32:47Z] site 14 (instr 57, src r1, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0718% (flat expectation 0.1376%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:32:47Z] site 15 (instr 60, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0720% (flat expectation 0.1376%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:32:47Z] attribution: item 0xecc7b9 (74 reads) read from positions p100(it6 s4)x5 p67(it4 s3)x4 p115(it7 s3)x4 p3(it0 s3)x3 p19(it1 s3)x3 p68(it4 s4)x3 p107(it6 s11)x3 p2(it0 s2)x2 p13(it0 s13)x2 p20(it1 s4)x2 p35(it2 s3)x2 p51(it3 s3)x2
+[2026-10-08T15:32:47Z] attribution: item 0x1ea6ee (73 reads) read from positions p24(it1 s8)x3 p38(it2 s6)x3 p60(it3 s12)x3 p92(it5 s12)x3 p5(it0 s5)x2 p12(it0 s12)x2 p16(it1 s0)x2 p22(it1 s6)x2 p23(it1 s7)x2 p28(it1 s12)x2 p40(it2 s8)x2 p41(it2 s9)x2
+[2026-10-08T15:32:47Z] attribution: item 0xe49763 (71 reads) read from positions p83(it5 s3)x5 p51(it3 s3)x4 p100(it6 s4)x4 p18(it1 s2)x3 p35(it2 s3)x3 p50(it3 s2)x3 p122(it7 s10)x2 p4(it0 s4)x2 p20(it1 s4)x2 p81(it5 s1)x2 p82(it5 s2)x2 p97(it6 s1)x2
+[2026-10-08T15:32:47Z] attribution: item 0xe00258 (69 reads) read from positions p13(it0 s13)x4 p51(it3 s3)x4 p3(it0 s3)x3 p99(it6 s3)x3 p4(it0 s4)x2 p19(it1 s3)x2 p20(it1 s4)x2 p33(it2 s1)x2 p34(it2 s2)x2 p36(it2 s4)x2 p39(it2 s7)x2 p52(it3 s4)x2
+[2026-10-08T15:32:47Z] attribution: item 0xcf98dc (69 reads) read from positions p51(it3 s3)x6 p52(it3 s4)x4 p4(it0 s4)x3 p34(it2 s2)x3 p115(it7 s3)x3 p16(it1 s0)x2 p19(it1 s3)x2 p21(it1 s5)x2 p29(it1 s13)x2 p58(it3 s10)x2 p61(it3 s13)x2 p67(it4 s3)x2
+[2026-10-08T15:32:47Z] attribution: item 0xfcf6f6 (68 reads) read from positions p67(it4 s3)x5 p35(it2 s3)x4 p1(it0 s1)x3 p2(it0 s2)x3 p116(it7 s4)x3 p0(it0 s0)x2 p18(it1 s2)x2 p34(it2 s2)x2 p50(it3 s2)x2 p51(it3 s3)x2 p74(it4 s10)x2 p83(it5 s3)x2
+[2026-10-08T15:32:47Z] attribution: item 0xd4b251 (68 reads) read from positions p99(it6 s3)x6 p77(it4 s13)x3 p83(it5 s3)x3 p122(it7 s10)x2 p9(it0 s9)x2 p11(it0 s11)x2 p20(it1 s4)x2 p43(it2 s11)x2 p45(it2 s13)x2 p50(it3 s2)x2 p51(it3 s3)x2 p53(it3 s5)x2
+[2026-10-08T15:32:47Z] attribution: item 0xfcdf7f (67 reads) read from positions p99(it6 s3)x8 p98(it6 s2)x3 p109(it6 s13)x3 p114(it7 s2)x3 p3(it0 s3)x2 p9(it0 s9)x2 p13(it0 s13)x2 p36(it2 s4)x2 p51(it3 s3)x2 p66(it4 s2)x2 p67(it4 s3)x2 p83(it5 s3)x2
+[2026-10-08T15:32:48Z] hottest item p23-attack-f8 (0xecc7b9): 74 reads (0.0000% of all); predicted source none
+[2026-10-08T15:32:48Z] program p23-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:32:52Z] program p24-attack-f8: epoch seed 2496c474e54e30c09afd030f09d214cecb776e99e3bb9f2d3131d477d5e5d592 era seed f2faf296591ad403fe136f396bc2f9df54c95a466a86325e46e42dbb9c083e4b id 26b29ff6d55f60aa attempt 1 class mx8-era96203cac+sh256x27+state op mix load=16 xor=9 mad=8 mul=7 add=6 rotl=6 shfl=6 or=2 sub=2 mulhi=1 rotr=1; era stride mul 0x44fd49d7 rot 3 interleave [0, 4, 7, 9] windows 5:0:0 8:1:0 11:2:3 13:1:0 16:1:0 20:2:2 23:1:0 24:0:0 36:0:0 38:0:0 39:2:1 42:0:0 43:1:1 46:2:2 49:2:3 62:0:0
+[2026-10-08T15:32:52Z] window layer: site item windows (first, items) (0x0,2^24) (0x0,2^23) (0xc00000,2^22) (0x0,2^23) (0x0,2^23) (0x800000,2^22) (0x0,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^24) (0x400000,2^22) (0x0,2^24) (0x800000,2^23) (0x800000,2^22) (0xc00000,2^22) (0x0,2^24); expected reads per item by quarter 28.000 36.000 32.000 32.000 (flat uniform 32.000)
+[2026-10-08T15:33:09Z] 131072 warps (4194304 nonces) interpreted in 17.3 s (2.110 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:33:09Z] p24-attack-f8 distinct lines per hash: n 4194304 min 1014 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8714
+[2026-10-08T15:33:09Z] p24-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:33:09Z] p24-attack-f8 distinct lines per warp: n 131072 min 32563 p1 32605 median 32637 p99 32664 max 32693 mean 32636.3129
+[2026-10-08T15:33:09Z] p24-attack-f8 distinct items per warp: n 131072 min 4091 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4966
+[2026-10-08T15:33:09Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:33:09Z] positions: largest hi16-bucket (256 items) share 0.0079% at p62 (iteration 3, site 14, instr 49); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p63 (site 15, instr 62)
+[2026-10-08T15:33:09Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p35 (site 3, instr 13); saturated sources at one position 0 of 2048 at p0 (site 0, instr 5); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:33:09Z] p24-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 70 (bin 7834549) z_max +6.72 min 6 z_min -4.60 chi2/dof 1.25017 chi2_z +724.56 top0.1% 0.17271% top0.5% 0.80937% top1% 1.56646%
+[2026-10-08T15:33:09Z] p24-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00040 largest 59 (item 0x38bfe0) at +5.86 sigma smallest at -4.33; buckets64 chi2/dof 1.00007 largest 2272 (bucket 137088) at +4.95 sigma smallest at -4.15
+[2026-10-08T15:33:11Z] p24-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 76 (bin 5193713) z_max +7.78 min 6 z_min -4.60 chi2/dof 1.24992 chi2_z +723.84 top0.1% 0.17269% top0.5% 0.80937% top1% 1.56638%
+[2026-10-08T15:33:11Z] p24-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00005 largest +6.67 sigma; buckets64 chi2/dof 1.00170 largest +4.75 smallest -4.75
+[2026-10-08T15:33:11Z] 6-sigma p24-attack-f8 items buckets64 against the window density: largest bucket +4.95 sigma, smallest -4.15 -> within 6 sigma
+[2026-10-08T15:33:11Z] hot-set p24-attack-f8 items (windowed control): f 0.1% S_f 0.17271% E_f(control) 0.17269% X_f +0.00002% X_f/f +0.0002 -> no hot set
+[2026-10-08T15:33:11Z] hot-set p24-attack-f8 items (windowed control): f 0.5% S_f 0.80937% E_f(control) 0.80937% X_f -0.00000% X_f/f -0.0000 -> no hot set
+[2026-10-08T15:33:11Z] hot-set p24-attack-f8 items (windowed control): f 1.0% S_f 1.56646% E_f(control) 1.56638% X_f +0.00008% X_f/f +0.0001 -> no hot set
+[2026-10-08T15:33:11Z] hot-set p24-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:33:12Z] p24-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 68 (bin 9864021) z_max +6.36 min 7 z_min -4.42 chi2/dof 1.00011 chi2_z +0.33 top0.1% 0.16463% top0.5% 0.77438% top1% 1.50137%
+[2026-10-08T15:33:12Z] hot-set p24-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.17271% E_f(control) 0.16463% X_f +0.00808% X_f/f +0.0808 -> no hot set
+[2026-10-08T15:33:12Z] hot-set p24-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.80937% E_f(control) 0.77438% X_f +0.03498% X_f/f +0.0700 -> no hot set
+[2026-10-08T15:33:12Z] hot-set p24-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.56646% E_f(control) 1.50137% X_f +0.06509% X_f/f +0.0651 -> no hot set
+[2026-10-08T15:33:12Z] hot-set p24-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:33:12Z] ratio p24-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0001x / 1.0000x / 1.0001x (gate 1.2x at 0.1%: within); over the FLAT control 1.0491x / 1.0452x / 1.0434x
+[2026-10-08T15:33:13Z] attribution: hot threshold count >= 53 marks 23240 items (0.1385% of items) holding 1269758 reads (0.2365% of reads); top 8 items t=0x778bb5:70 t=0x7ba9f3:69 t=0x67663e:68 t=0x45bc99:68 t=0x7e203a:67 t=0x6be62e:67 t=0x5c55b3:67 t=0x590cfc:67
+[2026-10-08T15:33:21Z] attribution: reads on hot items per position (flat expectation 0.1385% of each position's 4194304 reads); the 24 largest: p90(it5 s10)=0.724% p26(it1 s10)=0.715% p58(it3 s10)=0.715% p106(it6 s10)=0.712% p42(it2 s10)=0.712% p74(it4 s10)=0.711% p10(it0 s10)=0.710% p122(it7 s10)=0.710% p17(it1 s1)=0.363% p68(it4 s4)=0.363% p100(it6 s4)=0.362% p84(it5 s4)=0.361% p67(it4 s3)=0.361% p51(it3 s3)=0.361% p118(it7 s6)=0.360% p54(it3 s6)=0.360% p20(it1 s4)=0.360% p113(it7 s1)=0.359% p49(it3 s1)=0.359% p86(it5 s6)=0.359% p38(it2 s6)=0.359% p22(it1 s6)=0.359% p99(it6 s3)=0.359% p36(it2 s4)=0.358%
+[2026-10-08T15:33:21Z] attribution: hot reads by iteration it0=0.236% it1=0.236% it2=0.236% it3=0.237% it4=0.237% it5=0.237% it6=0.236% it7=0.237% ; by site s0=0.215% s1=0.358% s2=0.070% s3=0.358% s4=0.359% s5=0.070% s6=0.358% s7=0.215% s8=0.215% s9=0.214% s10=0.714% s11=0.214% s12=0.070% s13=0.069% s14=0.070% s15=0.215%
+[2026-10-08T15:33:21Z] site 0 (instr 5, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2152% (flat expectation 0.1385%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:33:21Z] site 1 (instr 8, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3583% (flat expectation 0.1385%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:33:21Z] site 2 (instr 11, src r2, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0703% (flat expectation 0.1385%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:33:21Z] site 3 (instr 13, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3582% (flat expectation 0.1385%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:33:21Z] site 4 (instr 16, src r5, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3594% (flat expectation 0.1385%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:33:21Z] site 5 (instr 20, src r3, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0697% (flat expectation 0.1385%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:33:21Z] site 6 (instr 23, src r6, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3583% (flat expectation 0.1385%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:33:21Z] site 7 (instr 24, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2149% (flat expectation 0.1385%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:33:21Z] site 8 (instr 36, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2147% (flat expectation 0.1385%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:33:21Z] site 9 (instr 38, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2140% (flat expectation 0.1385%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:33:21Z] site 10 (instr 39, src r7, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.7136% (flat expectation 0.1385%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:33:21Z] site 11 (instr 42, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2140% (flat expectation 0.1385%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:33:21Z] site 12 (instr 43, src r2, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0699% (flat expectation 0.1385%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:33:21Z] site 13 (instr 46, src r4, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0687% (flat expectation 0.1385%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:33:21Z] site 14 (instr 49, src r7, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0703% (flat expectation 0.1385%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:33:21Z] site 15 (instr 62, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2145% (flat expectation 0.1385%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:33:21Z] attribution: item 0x778bb5 (70 reads) read from positions p26(it1 s10)x4 p97(it6 s1)x3 p17(it1 s1)x3 p74(it4 s10)x3 p49(it3 s1)x2 p16(it1 s0)x2 p3(it0 s3)x2 p25(it1 s9)x2 p33(it2 s1)x2 p40(it2 s8)x2 p58(it3 s10)x2 p87(it5 s7)x2
+[2026-10-08T15:33:21Z] attribution: item 0x7ba9f3 (69 reads) read from positions p58(it3 s10)x5 p74(it4 s10)x5 p122(it7 s10)x2 p26(it1 s10)x2 p27(it1 s11)x2 p38(it2 s6)x2 p49(it3 s1)x2 p57(it3 s9)x2 p90(it5 s10)x2 p96(it6 s0)x2 p97(it6 s1)x2 p102(it6 s6)x2
+[2026-10-08T15:33:21Z] attribution: item 0x67663e (68 reads) read from positions p10(it0 s10)x4 p106(it6 s10)x4 p115(it7 s3)x3 p58(it3 s10)x3 p65(it4 s1)x2 p121(it7 s9)x2 p22(it1 s6)x2 p43(it2 s11)x2 p54(it3 s6)x2 p55(it3 s7)x2 p70(it4 s6)x2 p74(it4 s10)x2
+[2026-10-08T15:33:21Z] attribution: item 0x45bc99 (68 reads) read from positions p74(it4 s10)x4 p122(it7 s10)x3 p17(it1 s1)x3 p52(it3 s4)x3 p58(it3 s10)x3 p104(it6 s8)x3 p10(it0 s10)x2 p16(it1 s0)x2 p26(it1 s10)x2 p35(it2 s3)x2 p49(it3 s1)x2 p64(it4 s0)x2
+[2026-10-08T15:33:21Z] attribution: item 0x7e203a (67 reads) read from positions p4(it0 s4)x3 p70(it4 s6)x3 p74(it4 s10)x3 p83(it5 s3)x3 p106(it6 s10)x3 p6(it0 s6)x2 p17(it1 s1)x2 p22(it1 s6)x2 p26(it1 s10)x2 p36(it2 s4)x2 p41(it2 s9)x2 p47(it2 s15)x2
+[2026-10-08T15:33:21Z] attribution: item 0x6be62e (67 reads) read from positions p22(it1 s6)x4 p17(it1 s1)x3 p90(it5 s10)x3 p123(it7 s11)x2 p49(it3 s1)x2 p57(it3 s9)x2 p63(it3 s15)x2 p70(it4 s6)x2 p79(it4 s15)x2 p91(it5 s11)x2 p106(it6 s10)x2 p115(it7 s3)x2
+[2026-10-08T15:33:21Z] attribution: item 0x5c55b3 (67 reads) read from positions p49(it3 s1)x5 p122(it7 s10)x3 p42(it2 s10)x3 p64(it4 s0)x3 p106(it6 s10)x3 p3(it0 s3)x2 p116(it7 s4)x2 p27(it1 s11)x2 p38(it2 s6)x2 p51(it3 s3)x2 p70(it4 s6)x2 p74(it4 s10)x2
+[2026-10-08T15:33:21Z] attribution: item 0x590cfc (67 reads) read from positions p116(it7 s4)x3 p10(it0 s10)x3 p104(it6 s8)x3 p58(it3 s10)x2 p6(it0 s6)x2 p17(it1 s1)x2 p20(it1 s4)x2 p36(it2 s4)x2 p42(it2 s10)x2 p57(it3 s9)x2 p64(it4 s0)x2 p3(it0 s3)x2
+[2026-10-08T15:33:21Z] hottest item p24-attack-f8 (0x778bb5): 70 reads (0.0000% of all); predicted source none
+[2026-10-08T15:33:21Z] program p24-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:33:26Z] program p25-attack-f8: epoch seed 63fd22da35b053e5be826537be700df1e3e18c59a4ff8fe804786176a9c9ac6d era seed 8a38fd4f1e79da8d3fa48b06af7a89d0da76aaaf0875d4ee294acceb6dd59af3 id a28673ddb0dc0717 attempt 2 class mx8-era42c17321+sh256x27+state op mix load=16 shfl=10 add=8 mad=6 mul=5 rotl=5 xor=5 or=3 rotr=3 sub=3; era stride mul 0xc619dd6b rot 14 interleave [2, 6, 8, 15] windows 2:1:0 17:2:0 18:1:1 19:0:0 22:2:3 24:2:3 25:2:3 26:2:0 37:1:0 38:2:3 40:1:1 44:0:0 49:2:2 58:0:0 59:1:1 62:1:1
+[2026-10-08T15:33:26Z] window layer: site item windows (first, items) (0x0,2^23) (0x0,2^22) (0x800000,2^23) (0x0,2^24) (0xc00000,2^22) (0xc00000,2^22) (0xc00000,2^22) (0x0,2^22) (0x0,2^23) (0xc00000,2^22) (0x800000,2^23) (0x0,2^24) (0x800000,2^22) (0x0,2^24) (0x800000,2^23) (0x800000,2^23); expected reads per item by quarter 30.000 14.000 30.000 54.000 (flat uniform 32.000)
+[2026-10-08T15:33:43Z] 131072 warps (4194304 nonces) interpreted in 17.3 s (2.106 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:33:43Z] p25-attack-f8 distinct lines per hash: n 4194304 min 1008 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8705
+[2026-10-08T15:33:43Z] p25-attack-f8 distinct items per hash: n 4194304 min 126 p1 128 median 128 p99 128 max 128 mean 127.9994
+[2026-10-08T15:33:43Z] p25-attack-f8 distinct lines per warp: n 131072 min 32575 p1 32604 median 32636 p99 32664 max 32684 mean 32635.5374
+[2026-10-08T15:33:43Z] p25-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4001
+[2026-10-08T15:33:43Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:33:43Z] positions: largest hi16-bucket (256 items) share 0.0080% at p17 (iteration 1, site 1, instr 17); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 2)
+[2026-10-08T15:33:43Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p19 (site 3, instr 19); saturated sources at one position 0 of 2048 at p0 (site 0, instr 2); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:33:43Z] p25-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 94 (bin 13623286) z_max +10.96 min 0 z_min -5.66 chi2/dof 7.37486 chi2_z +18463.57 top0.1% 0.24061% top0.5% 1.13386% top1% 2.20022%
+[2026-10-08T15:33:43Z] p25-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00000 largest 36 (item 0x5a8c30) at +5.88 sigma smallest at -4.76; buckets64 chi2/dof 1.00546 largest 2115 (bucket 148621) at +4.45 sigma smallest at -4.29
+[2026-10-08T15:33:44Z] p25-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 101 (bin 16299450) z_max +12.20 min 0 z_min -5.66 chi2/dof 7.37381 chi2_z +18460.51 top0.1% 0.24071% top0.5% 1.13419% top1% 2.20070%
+[2026-10-08T15:33:44Z] p25-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99996 largest +7.22 sigma; buckets64 chi2/dof 1.00053 largest +4.48 smallest -4.54
+[2026-10-08T15:33:44Z] 6-sigma p25-attack-f8 items buckets64 against the window density: largest bucket +4.45 sigma, smallest -4.29 -> within 6 sigma
+[2026-10-08T15:33:44Z] hot-set p25-attack-f8 items (windowed control): f 0.1% S_f 0.24061% E_f(control) 0.24071% X_f -0.00009% X_f/f -0.0009 -> no hot set
+[2026-10-08T15:33:44Z] hot-set p25-attack-f8 items (windowed control): f 0.5% S_f 1.13386% E_f(control) 1.13419% X_f -0.00033% X_f/f -0.0007 -> no hot set
+[2026-10-08T15:33:44Z] hot-set p25-attack-f8 items (windowed control): f 1.0% S_f 2.20022% E_f(control) 2.20070% X_f -0.00049% X_f/f -0.0005 -> no hot set
+[2026-10-08T15:33:44Z] hot-set p25-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:33:46Z] p25-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 65 (bin 1831153) z_max +5.83 min 8 z_min -4.24 chi2/dof 0.99922 chi2_z -2.25 top0.1% 0.16467% top0.5% 0.77450% top1% 1.50138%
+[2026-10-08T15:33:46Z] hot-set p25-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.24061% E_f(control) 0.16467% X_f +0.07595% X_f/f +0.7595 -> no hot set
+[2026-10-08T15:33:46Z] hot-set p25-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 1.13386% E_f(control) 0.77450% X_f +0.35937% X_f/f +0.7187 -> no hot set
+[2026-10-08T15:33:46Z] hot-set p25-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 2.20022% E_f(control) 1.50138% X_f +0.69884% X_f/f +0.6988 -> no hot set
+[2026-10-08T15:33:46Z] hot-set p25-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:33:46Z] ratio p25-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 0.9996x / 0.9997x / 0.9998x (gate 1.2x at 0.1%: within); over the FLAT control 1.4612x / 1.4640x / 1.4655x
+[2026-10-08T15:33:47Z] attribution: hot threshold count >= 74 marks 23180 items (0.1382% of items) holding 1765612 reads (0.3289% of reads); top 8 items t=0xcfdff6:94 t=0xf40339:93 t=0xd77d88:93 t=0xc07aad:93 t=0xffb51b:92 t=0xf4b3be:92 t=0xf2f1b5:92 t=0xe47a53:92
+[2026-10-08T15:33:55Z] attribution: reads on hot items per position (flat expectation 0.1382% of each position's 4194304 reads); the 24 largest: p86(it5 s6)=0.788% p37(it2 s5)=0.787% p116(it7 s4)=0.786% p53(it3 s5)=0.785% p25(it1 s9)=0.785% p73(it4 s9)=0.784% p118(it7 s6)=0.784% p9(it0 s9)=0.783% p36(it2 s4)=0.782% p5(it0 s5)=0.782% p100(it6 s4)=0.781% p22(it1 s6)=0.781% p105(it6 s9)=0.781% p101(it6 s5)=0.781% p69(it4 s5)=0.781% p102(it6 s6)=0.780% p21(it1 s5)=0.780% p41(it2 s9)=0.779% p68(it4 s4)=0.779% p38(it2 s6)=0.777% p89(it5 s9)=0.777% p84(it5 s4)=0.777% p54(it3 s6)=0.776% p4(it0 s4)=0.776%
+[2026-10-08T15:33:55Z] attribution: hot reads by iteration it0=0.328% it1=0.329% it2=0.329% it3=0.329% it4=0.328% it5=0.328% it6=0.329% it7=0.330% ; by site s0=0.000% s1=0.000% s2=0.391% s3=0.195% s4=0.779% s5=0.780% s6=0.779% s7=0.000% s8=0.000% s9=0.780% s10=0.390% s11=0.195% s12=0.000% s13=0.194% s14=0.388% s15=0.390%
+[2026-10-08T15:33:55Z] site 0 (instr 2, src r4, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1382%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:33:55Z] site 1 (instr 17, src r2, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1382%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:33:55Z] site 2 (instr 18, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3905% (flat expectation 0.1382%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:33:55Z] site 3 (instr 19, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1951% (flat expectation 0.1382%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:33:55Z] site 4 (instr 22, src r1, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.7787% (flat expectation 0.1382%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:33:55Z] site 5 (instr 24, src r7, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.7802% (flat expectation 0.1382%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:33:55Z] site 6 (instr 25, src r5, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.7794% (flat expectation 0.1382%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:33:55Z] site 7 (instr 26, src r6, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1382%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:33:55Z] site 8 (instr 37, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1382%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:33:55Z] site 9 (instr 38, src r6, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.7800% (flat expectation 0.1382%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:33:55Z] site 10 (instr 40, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3901% (flat expectation 0.1382%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:33:55Z] site 11 (instr 44, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1953% (flat expectation 0.1382%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:33:55Z] site 12 (instr 49, src r2, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1382%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:33:55Z] site 13 (instr 58, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1939% (flat expectation 0.1382%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:33:55Z] site 14 (instr 59, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3885% (flat expectation 0.1382%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:33:55Z] site 15 (instr 62, src r0, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3904% (flat expectation 0.1382%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:33:55Z] attribution: item 0xcfdff6 (94 reads) read from positions p6(it0 s6)x5 p114(it7 s2)x5 p4(it0 s4)x3 p15(it0 s15)x3 p22(it1 s6)x3 p70(it4 s6)x3 p86(it5 s6)x3 p118(it7 s6)x3 p9(it0 s9)x2 p20(it1 s4)x2 p21(it1 s5)x2 p25(it1 s9)x2
+[2026-10-08T15:33:55Z] attribution: item 0xf40339 (93 reads) read from positions p68(it4 s4)x5 p84(it5 s4)x4 p9(it0 s9)x3 p20(it1 s4)x3 p25(it1 s9)x3 p36(it2 s4)x3 p37(it2 s5)x3 p41(it2 s9)x3 p54(it3 s6)x3 p69(it4 s5)x3 p79(it4 s15)x3 p101(it6 s5)x3
+[2026-10-08T15:33:55Z] attribution: item 0xd77d88 (93 reads) read from positions p36(it2 s4)x4 p52(it3 s4)x4 p66(it4 s2)x4 p95(it5 s15)x3 p6(it0 s6)x3 p21(it1 s5)x3 p22(it1 s6)x3 p54(it3 s6)x3 p57(it3 s9)x2 p126(it7 s14)x2 p34(it2 s2)x2 p37(it2 s5)x2
+[2026-10-08T15:33:55Z] attribution: item 0xc07aad (93 reads) read from positions p52(it3 s4)x7 p94(it5 s14)x4 p100(it6 s4)x4 p122(it7 s10)x3 p6(it0 s6)x3 p25(it1 s9)x3 p68(it4 s4)x3 p106(it6 s10)x3 p9(it0 s9)x2 p22(it1 s6)x2 p38(it2 s6)x2 p46(it2 s14)x2
+[2026-10-08T15:33:55Z] attribution: item 0xffb51b (92 reads) read from positions p121(it7 s9)x7 p70(it4 s6)x5 p9(it0 s9)x4 p21(it1 s5)x3 p38(it2 s6)x3 p86(it5 s6)x3 p90(it5 s10)x3 p116(it7 s4)x3 p118(it7 s6)x3 p127(it7 s15)x2 p10(it0 s10)x2 p30(it1 s14)x2
+[2026-10-08T15:33:55Z] attribution: item 0xf4b3be (92 reads) read from positions p53(it3 s5)x4 p89(it5 s9)x4 p101(it6 s5)x4 p117(it7 s5)x3 p15(it0 s15)x3 p25(it1 s9)x3 p36(it2 s4)x3 p37(it2 s5)x3 p41(it2 s9)x3 p68(it4 s4)x3 p69(it4 s5)x3 p102(it6 s6)x3
+[2026-10-08T15:33:55Z] attribution: item 0xf2f1b5 (92 reads) read from positions p4(it0 s4)x4 p10(it0 s10)x3 p25(it1 s9)x3 p68(it4 s4)x3 p118(it7 s6)x3 p9(it0 s9)x2 p15(it0 s15)x2 p20(it1 s4)x2 p21(it1 s5)x2 p22(it1 s6)x2 p35(it2 s3)x2 p36(it2 s4)x2
+[2026-10-08T15:33:55Z] attribution: item 0xe47a53 (92 reads) read from positions p47(it2 s15)x4 p52(it3 s4)x4 p68(it4 s4)x4 p70(it4 s6)x4 p41(it2 s9)x3 p69(it4 s5)x3 p102(it6 s6)x3 p105(it6 s9)x3 p116(it7 s4)x3 p5(it0 s5)x2 p10(it0 s10)x2 p22(it1 s6)x2
+[2026-10-08T15:33:55Z] hottest item p25-attack-f8 (0xcfdff6): 94 reads (0.0000% of all); predicted source none
+[2026-10-08T15:33:55Z] program p25-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:33:59Z] program p26-attack-f8: epoch seed 6dec36787b113f7afe8b37d56530234466c86920158fb4e8b594a803f970f24a era seed b63aa0da8df2b2d408aafbe7e3284d0597483f81e1ee4420e46e0a24dd1cc03b id cdf6ff5184868867 attempt 1 class mx8-era5a786fb2+sh256x27+state op mix load=16 add=10 mul=9 mad=7 shfl=5 sub=5 xor=5 rotl=3 mulhi=2 or=1 rotr=1; era stride mul 0x9f5f0bdb rot 19 interleave [2, 7, 11, 12] windows 12:1:1 13:1:1 16:0:0 18:0:0 23:1:1 26:2:3 29:1:1 31:2:2 36:0:0 38:1:1 40:1:1 51:2:3 53:1:0 56:0:0 62:0:0 63:1:0
+[2026-10-08T15:33:59Z] window layer: site item windows (first, items) (0x800000,2^23) (0x800000,2^23) (0x0,2^24) (0x0,2^24) (0x800000,2^23) (0xc00000,2^22) (0x800000,2^23) (0x800000,2^22) (0x0,2^24) (0x800000,2^23) (0x800000,2^23) (0xc00000,2^22) (0x0,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^23); expected reads per item by quarter 18.000 18.000 42.000 50.000 (flat uniform 32.000)
+[2026-10-08T15:34:15Z] 131072 warps (4194304 nonces) interpreted in 16.6 s (2.023 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:34:15Z] p26-attack-f8 distinct lines per hash: n 4194304 min 1008 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8704
+[2026-10-08T15:34:15Z] p26-attack-f8 distinct items per hash: n 4194304 min 126 p1 128 median 128 p99 128 max 128 mean 127.9994
+[2026-10-08T15:34:15Z] p26-attack-f8 distinct lines per warp: n 131072 min 32572 p1 32604 median 32636 p99 32663 max 32689 mean 32635.6346
+[2026-10-08T15:34:15Z] p26-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4028
+[2026-10-08T15:34:15Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:34:15Z] positions: largest hi16-bucket (256 items) share 0.0099% at p18 (iteration 1, site 2, instr 16); windowed expectation 0.0015%; largest saturated-source share 0.0000% at p0 (site 0, instr 12)
+[2026-10-08T15:34:15Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p55 (site 7, instr 31); saturated sources at one position 0 of 2048 at p0 (site 0, instr 12); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:34:15Z] p26-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 90 (bin 12614979) z_max +10.25 min 1 z_min -5.48 chi2/dof 7.43463 chi2_z +18636.68 top0.1% 0.22779% top0.5% 1.06980% top1% 2.07219%
+[2026-10-08T15:34:16Z] p26-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.07879 largest 50 (item 0x46c9) at +7.54 sigma smallest at -4.53; buckets64 chi2/dof 6.01789 largest 1844 (bucket 149) at +20.39 sigma smallest at -5.72
+[2026-10-08T15:34:17Z] p26-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 90 (bin 13583907) z_max +10.25 min 1 z_min -5.48 chi2/dof 7.37396 chi2_z +18460.95 top0.1% 0.22550% top0.5% 1.06108% top1% 2.05851%
+[2026-10-08T15:34:17Z] p26-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99936 largest +5.89 sigma; buckets64 chi2/dof 0.99706 largest +4.42 smallest -4.38
+[2026-10-08T15:34:17Z] 6-sigma p26-attack-f8 items buckets64 against the window density: largest bucket +20.39 sigma, smallest -5.72 -> FLAGGED (beyond 6 sigma)
+[2026-10-08T15:34:17Z] hot-set p26-attack-f8 items (windowed control): f 0.1% S_f 0.22779% E_f(control) 0.22550% X_f +0.00229% X_f/f +0.0229 -> no hot set
+[2026-10-08T15:34:17Z] hot-set p26-attack-f8 items (windowed control): f 0.5% S_f 1.06980% E_f(control) 1.06108% X_f +0.00872% X_f/f +0.0174 -> no hot set
+[2026-10-08T15:34:17Z] hot-set p26-attack-f8 items (windowed control): f 1.0% S_f 2.07219% E_f(control) 2.05851% X_f +0.01368% X_f/f +0.0137 -> no hot set
+[2026-10-08T15:34:17Z] hot-set p26-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:34:18Z] p26-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 69 (bin 7583066) z_max +6.54 min 6 z_min -4.60 chi2/dof 1.00010 chi2_z +0.30 top0.1% 0.16456% top0.5% 0.77433% top1% 1.50129%
+[2026-10-08T15:34:18Z] hot-set p26-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.22779% E_f(control) 0.16456% X_f +0.06323% X_f/f +0.6323 -> no hot set
+[2026-10-08T15:34:18Z] hot-set p26-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 1.06980% E_f(control) 0.77433% X_f +0.29547% X_f/f +0.5909 -> no hot set
+[2026-10-08T15:34:18Z] hot-set p26-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 2.07219% E_f(control) 1.50129% X_f +0.57089% X_f/f +0.5709 -> no hot set
+[2026-10-08T15:34:18Z] hot-set p26-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:34:18Z] ratio p26-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0102x / 1.0082x / 1.0066x (gate 1.2x at 0.1%: within); over the FLAT control 1.3842x / 1.3816x / 1.3803x
+[2026-10-08T15:34:19Z] attribution: hot threshold count >= 70 marks 22301 items (0.1329% of items) holding 1609604 reads (0.2998% of reads); top 8 items t=0xc07d43:90 t=0xc0633c:89 t=0xef8380:88 t=0xc45b6d:88 t=0xc03040:88 t=0xf81641:87 t=0xdb55f1:87 t=0xd002f8:87
+[2026-10-08T15:34:27Z] attribution: reads on hot items per position (flat expectation 0.1329% of each position's 4194304 reads); the 24 largest: p101(it6 s5)=0.745% p75(it4 s11)=0.741% p123(it7 s11)=0.739% p107(it6 s11)=0.738% p21(it1 s5)=0.737% p5(it0 s5)=0.737% p53(it3 s5)=0.737% p69(it4 s5)=0.737% p85(it5 s5)=0.737% p11(it0 s11)=0.737% p91(it5 s11)=0.736% p59(it3 s11)=0.734% p37(it2 s5)=0.731% p27(it1 s11)=0.731% p117(it7 s5)=0.729% p43(it2 s11)=0.725% p22(it1 s6)=0.382% p10(it0 s10)=0.381% p41(it2 s9)=0.381% p16(it1 s0)=0.380% p32(it2 s0)=0.380% p36(it2 s4)=0.379% p49(it3 s1)=0.379% p97(it6 s1)=0.379%
+[2026-10-08T15:34:27Z] attribution: hot reads by iteration it0=0.300% it1=0.300% it2=0.299% it3=0.300% it4=0.300% it5=0.300% it6=0.300% it7=0.299% ; by site s0=0.376% s1=0.377% s2=0.300% s3=0.187% s4=0.376% s5=0.736% s6=0.377% s7=0.016% s8=0.187% s9=0.378% s10=0.377% s11=0.735% s12=0.000% s13=0.189% s14=0.188% s15=0.000%
+[2026-10-08T15:34:27Z] site 0 (instr 12, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3755% (flat expectation 0.1329%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:34:27Z] site 1 (instr 13, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3769% (flat expectation 0.1329%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:34:27Z] site 2 (instr 16, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2999% (flat expectation 0.1329%); index entropy 15.710 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0088% (window expectation 0.0015%)
+[2026-10-08T15:34:27Z] site 3 (instr 18, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1871% (flat expectation 0.1329%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:34:27Z] site 4 (instr 23, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3755% (flat expectation 0.1329%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:34:27Z] site 5 (instr 26, src r2, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.7363% (flat expectation 0.1329%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:34:27Z] site 6 (instr 29, src r0, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3765% (flat expectation 0.1329%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:34:27Z] site 7 (instr 31, src r7, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0158% (flat expectation 0.1329%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:34:27Z] site 8 (instr 36, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1874% (flat expectation 0.1329%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:34:27Z] site 9 (instr 38, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3775% (flat expectation 0.1329%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:34:27Z] site 10 (instr 40, src r0, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3768% (flat expectation 0.1329%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:34:27Z] site 11 (instr 51, src r4, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.7350% (flat expectation 0.1329%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:34:27Z] site 12 (instr 53, src r2, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1329%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:34:27Z] site 13 (instr 56, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1885% (flat expectation 0.1329%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:34:27Z] site 14 (instr 62, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1881% (flat expectation 0.1329%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:34:27Z] site 15 (instr 63, src r5, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1329%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:34:27Z] attribution: item 0xc07d43 (90 reads) read from positions p122(it7 s10)x4 p27(it1 s11)x3 p50(it3 s2)x3 p73(it4 s9)x3 p102(it6 s6)x3 p117(it7 s5)x3 p1(it0 s1)x2 p2(it0 s2)x2 p4(it0 s4)x2 p18(it1 s2)x2 p22(it1 s6)x2 p36(it2 s4)x2
+[2026-10-08T15:34:27Z] attribution: item 0xc0633c (89 reads) read from positions p53(it3 s5)x6 p101(it6 s5)x5 p117(it7 s5)x4 p66(it4 s2)x4 p20(it1 s4)x3 p21(it1 s5)x3 p27(it1 s11)x3 p58(it3 s10)x3 p4(it0 s4)x2 p122(it7 s10)x2 p34(it2 s2)x2 p43(it2 s11)x2
+[2026-10-08T15:34:27Z] attribution: item 0xef8380 (88 reads) read from positions p69(it4 s5)x4 p117(it7 s5)x4 p1(it0 s1)x3 p4(it0 s4)x3 p11(it0 s11)x3 p21(it1 s5)x3 p27(it1 s11)x3 p43(it2 s11)x3 p57(it3 s9)x3 p91(it5 s11)x3 p100(it6 s4)x3 p107(it6 s11)x3
+[2026-10-08T15:34:27Z] attribution: item 0xc45b6d (88 reads) read from positions p68(it4 s4)x4 p113(it7 s1)x4 p98(it6 s2)x3 p1(it0 s1)x2 p6(it0 s6)x2 p11(it0 s11)x2 p14(it0 s14)x2 p25(it1 s9)x2 p34(it2 s2)x2 p36(it2 s4)x2 p38(it2 s6)x2 p43(it2 s11)x2
+[2026-10-08T15:34:27Z] attribution: item 0xc03040 (88 reads) read from positions p2(it0 s2)x3 p5(it0 s5)x3 p34(it2 s2)x3 p48(it3 s0)x3 p53(it3 s5)x3 p59(it3 s11)x3 p66(it4 s2)x3 p91(it5 s11)x3 p0(it0 s0)x2 p125(it7 s13)x2 p33(it2 s1)x2 p38(it2 s6)x2
+[2026-10-08T15:34:27Z] attribution: item 0xf81641 (87 reads) read from positions p75(it4 s11)x4 p123(it7 s11)x3 p5(it0 s5)x3 p10(it0 s10)x3 p69(it4 s5)x3 p86(it5 s6)x3 p107(it6 s11)x3 p117(it7 s5)x3 p106(it6 s10)x2 p122(it7 s10)x2 p37(it2 s5)x2 p48(it3 s0)x2
+[2026-10-08T15:34:27Z] attribution: item 0xdb55f1 (87 reads) read from positions p5(it0 s5)x4 p27(it1 s11)x4 p32(it2 s0)x4 p36(it2 s4)x4 p101(it6 s5)x4 p0(it0 s0)x3 p123(it7 s11)x2 p2(it0 s2)x2 p20(it1 s4)x2 p37(it2 s5)x2 p43(it2 s11)x2 p59(it3 s11)x2
+[2026-10-08T15:34:27Z] attribution: item 0xd002f8 (87 reads) read from positions p59(it3 s11)x5 p13(it0 s13)x3 p26(it1 s10)x3 p75(it4 s11)x3 p86(it5 s6)x3 p91(it5 s11)x3 p101(it6 s5)x3 p5(it0 s5)x2 p11(it0 s11)x2 p32(it2 s0)x2 p41(it2 s9)x2 p48(it3 s0)x2
+[2026-10-08T15:34:27Z] hottest item p26-attack-f8 (0xc07d43): 90 reads (0.0000% of all); predicted source none
+[2026-10-08T15:34:27Z] program p26-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) FLAGGED; hot-set clear; verdict FLAGGED
+[2026-10-08T15:34:31Z] program p27-attack-f8: epoch seed f21a55035379ff8e1483e6e8360b946c6539fca60d4b95ae9a6c00d079ab0672 era seed b8fa171fbe2684a597b72fe402913c998dc75093a244e5f7fcb4a893cb1fb9a2 id 809ba38d5512cb5c attempt 6 class mx8-era0f2c01fb+sh256x27+state op mix load=16 shfl=10 add=7 mul=6 mulhi=5 rotr=5 rotl=4 xor=4 mad=3 or=2 sub=2; era stride mul 0xab4deb19 rot 15 interleave [4, 5, 11, 13] windows 1:1:0 6:0:0 10:1:0 12:0:0 14:0:0 22:1:0 24:0:0 25:2:2 27:2:1 34:1:0 41:0:0 45:2:0 51:2:0 55:2:3 56:0:0 59:1:1
+[2026-10-08T15:34:31Z] window layer: site item windows (first, items) (0x0,2^23) (0x0,2^24) (0x0,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^23) (0x0,2^24) (0x800000,2^22) (0x400000,2^22) (0x0,2^23) (0x0,2^24) (0x0,2^22) (0x0,2^22) (0xc00000,2^22) (0x0,2^24) (0x800000,2^23); expected reads per item by quarter 44.000 36.000 24.000 24.000 (flat uniform 32.000)
+[2026-10-08T15:34:48Z] 131072 warps (4194304 nonces) interpreted in 16.4 s (1.996 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:34:48Z] p27-attack-f8 distinct lines per hash: n 4194304 min 983 p1 1008 median 1024 p99 1024 max 1024 mean 1021.8727
+[2026-10-08T15:34:48Z] p27-attack-f8 distinct items per hash: n 4194304 min 123 p1 126 median 128 p99 128 max 128 mean 127.7497
+[2026-10-08T15:34:48Z] p27-attack-f8 distinct lines per warp: n 131072 min 32433 p1 32509 median 32574 p99 32627 max 32660 mean 32572.6293
+[2026-10-08T15:34:48Z] p27-attack-f8 distinct items per warp: n 131072 min 4071 p1 4080 median 4088 p99 4093 max 4096 mean 4087.4708
+[2026-10-08T15:34:48Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:34:48Z] positions: largest hi16-bucket (256 items) share 0.0127% at p33 (iteration 2, site 1, instr 6); windowed expectation 0.0015%; largest saturated-source share 0.0000% at p0 (site 0, instr 1)
+[2026-10-08T15:34:48Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p2 (site 2, instr 10); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:34:48Z] p27-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 89 (bin 3671486) z_max +10.08 min 3 z_min -5.13 chi2/dof 3.37606 chi2_z +6881.80 top0.1% 0.20988% top0.5% 0.97733% top1% 1.88522%
+[2026-10-08T15:34:48Z] p27-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.11799 largest 61 (item 0x8006d6) at +7.55 sigma smallest at -4.37; buckets64 chi2/dof 8.35743 largest 2335 (bucket 131099) at +20.39 sigma smallest at -6.61
+[2026-10-08T15:34:49Z] p27-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 83 (bin 3835722) z_max +9.02 min 3 z_min -5.13 chi2/dof 3.24966 chi2_z +6515.72 top0.1% 0.20279% top0.5% 0.95105% top1% 1.84134%
+[2026-10-08T15:34:49Z] p27-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99988 largest +7.67 sigma; buckets64 chi2/dof 0.99704 largest +4.26 smallest -4.36
+[2026-10-08T15:34:49Z] 6-sigma p27-attack-f8 items buckets64 against the window density: largest bucket +20.39 sigma, smallest -6.61 -> FLAGGED (beyond 6 sigma)
+[2026-10-08T15:34:49Z] hot-set p27-attack-f8 items (windowed control): f 0.1% S_f 0.20988% E_f(control) 0.20279% X_f +0.00709% X_f/f +0.0709 -> no hot set
+[2026-10-08T15:34:49Z] hot-set p27-attack-f8 items (windowed control): f 0.5% S_f 0.97733% E_f(control) 0.95105% X_f +0.02628% X_f/f +0.0526 -> no hot set
+[2026-10-08T15:34:49Z] hot-set p27-attack-f8 items (windowed control): f 1.0% S_f 1.88522% E_f(control) 1.84134% X_f +0.04389% X_f/f +0.0439 -> no hot set
+[2026-10-08T15:34:49Z] hot-set p27-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:34:50Z] p27-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 65 (bin 2540354) z_max +5.83 min 6 z_min -4.60 chi2/dof 0.99977 chi2_z -0.66 top0.1% 0.16457% top0.5% 0.77432% top1% 1.50124%
+[2026-10-08T15:34:50Z] hot-set p27-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.20988% E_f(control) 0.16457% X_f +0.04531% X_f/f +0.4531 -> no hot set
+[2026-10-08T15:34:50Z] hot-set p27-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.97733% E_f(control) 0.77432% X_f +0.20301% X_f/f +0.4060 -> no hot set
+[2026-10-08T15:34:50Z] hot-set p27-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.88522% E_f(control) 1.50124% X_f +0.38399% X_f/f +0.3840 -> no hot set
+[2026-10-08T15:34:50Z] hot-set p27-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:34:50Z] ratio p27-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0350x / 1.0276x / 1.0238x (gate 1.2x at 0.1%: within); over the FLAT control 1.2753x / 1.2622x / 1.2558x
+[2026-10-08T15:34:52Z] attribution: hot threshold count >= 64 marks 23256 items (0.1386% of items) holding 1541427 reads (0.2871% of reads); top 8 items t=0x3805be:89 t=0x000057:87 t=0x0c0514:86 t=0x0007d1:86 t=0x0007b0:85 t=0x000773:85 t=0x1307fb:84 t=0x3b05fa:83
+[2026-10-08T15:34:59Z] attribution: reads on hot items per position (flat expectation 0.1386% of each position's 4194304 reads); the 24 largest: p123(it7 s11)=0.769% p27(it1 s11)=0.764% p108(it6 s12)=0.761% p76(it4 s12)=0.759% p107(it6 s11)=0.759% p59(it3 s11)=0.758% p12(it0 s12)=0.757% p91(it5 s11)=0.756% p124(it7 s12)=0.756% p92(it5 s12)=0.756% p28(it1 s12)=0.756% p11(it0 s11)=0.754% p75(it4 s11)=0.754% p43(it2 s11)=0.753% p60(it3 s12)=0.750% p44(it2 s12)=0.749% p21(it1 s5)=0.515% p5(it0 s5)=0.507% p85(it5 s5)=0.506% p69(it4 s5)=0.505% p117(it7 s5)=0.505% p101(it6 s5)=0.503% p53(it3 s5)=0.502% p37(it2 s5)=0.501%
+[2026-10-08T15:34:59Z] attribution: hot reads by iteration it0=0.287% it1=0.288% it2=0.286% it3=0.287% it4=0.287% it5=0.286% it6=0.287% it7=0.288% ; by site s0=0.390% s1=0.420% s2=0.391% s3=0.194% s4=0.194% s5=0.505% s6=0.192% s7=0.000% s8=0.016% s9=0.387% s10=0.194% s11=0.758% s12=0.756% s13=0.000% s14=0.195% s15=0.000%
+[2026-10-08T15:34:59Z] site 0 (instr 1, src r6, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3904% (flat expectation 0.1386%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:34:59Z] site 1 (instr 6, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.4198% (flat expectation 0.1386%); index entropy 15.710 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0115% (window expectation 0.0015%)
+[2026-10-08T15:34:59Z] site 2 (instr 10, src r6, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3912% (flat expectation 0.1386%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:34:59Z] site 3 (instr 12, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1942% (flat expectation 0.1386%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:34:59Z] site 4 (instr 14, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1943% (flat expectation 0.1386%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:34:59Z] site 5 (instr 22, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.5054% (flat expectation 0.1386%); index entropy 14.949 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0049% (window expectation 0.0031%)
+[2026-10-08T15:34:59Z] site 6 (instr 24, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1924% (flat expectation 0.1386%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:34:59Z] site 7 (instr 25, src r7, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1386%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0068% (window expectation 0.0061%)
+[2026-10-08T15:34:59Z] site 8 (instr 27, src r3, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0165% (flat expectation 0.1386%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:34:59Z] site 9 (instr 34, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3868% (flat expectation 0.1386%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:34:59Z] site 10 (instr 41, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1940% (flat expectation 0.1386%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:34:59Z] site 11 (instr 45, src r4, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.7583% (flat expectation 0.1386%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:34:59Z] site 12 (instr 51, src r3, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.7556% (flat expectation 0.1386%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:34:59Z] site 13 (instr 55, src r2, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1386%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:34:59Z] site 14 (instr 56, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1950% (flat expectation 0.1386%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:34:59Z] site 15 (instr 59, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1386%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:34:59Z] attribution: item 0x3805be (89 reads) read from positions p91(it5 s11)x6 p49(it3 s1)x4 p18(it1 s2)x3 p28(it1 s12)x3 p41(it2 s9)x3 p76(it4 s12)x3 p108(it6 s12)x3 p113(it7 s1)x3 p124(it7 s12)x3 p5(it0 s5)x2 p11(it0 s11)x2 p17(it1 s1)x2
+[2026-10-08T15:34:59Z] attribution: item 0x000057 (87 reads) read from positions p33(it2 s1)x5 p17(it1 s1)x4 p57(it3 s9)x4 p9(it0 s9)x3 p12(it0 s12)x3 p44(it2 s12)x3 p81(it5 s1)x3 p0(it0 s0)x3 p113(it7 s1)x3 p1(it0 s1)x2 p11(it0 s11)x2 p27(it1 s11)x2
+[2026-10-08T15:34:59Z] attribution: item 0x0c0514 (86 reads) read from positions p107(it6 s11)x3 p43(it2 s11)x3 p44(it2 s12)x3 p49(it3 s1)x3 p64(it4 s0)x3 p80(it5 s0)x3 p105(it6 s9)x3 p0(it0 s0)x2 p117(it7 s5)x2 p27(it1 s11)x2 p30(it1 s14)x2 p33(it2 s1)x2
+[2026-10-08T15:34:59Z] attribution: item 0x0007d1 (86 reads) read from positions p12(it0 s12)x5 p17(it1 s1)x4 p65(it4 s1)x4 p123(it7 s11)x4 p1(it0 s1)x3 p2(it0 s2)x3 p28(it1 s12)x3 p33(it2 s1)x3 p91(it5 s11)x3 p114(it7 s2)x3 p5(it0 s5)x2 p10(it0 s10)x2
+[2026-10-08T15:34:59Z] attribution: item 0x0007b0 (85 reads) read from positions p65(it4 s1)x5 p113(it7 s1)x5 p17(it1 s1)x4 p91(it5 s11)x4 p1(it0 s1)x3 p28(it1 s12)x3 p44(it2 s12)x3 p49(it3 s1)x3 p81(it5 s1)x3 p12(it0 s12)x2 p14(it0 s14)x2 p16(it1 s0)x2
+[2026-10-08T15:34:59Z] attribution: item 0x000773 (85 reads) read from positions p1(it0 s1)x5 p17(it1 s1)x5 p33(it2 s1)x4 p43(it2 s11)x4 p108(it6 s12)x3 p60(it3 s12)x3 p80(it5 s0)x3 p92(it5 s12)x3 p117(it7 s5)x3 p123(it7 s11)x2 p18(it1 s2)x2 p10(it0 s10)x2
+[2026-10-08T15:34:59Z] attribution: item 0x1307fb (84 reads) read from positions p65(it4 s1)x5 p114(it7 s2)x3 p21(it1 s5)x3 p33(it2 s1)x3 p75(it4 s11)x3 p76(it4 s12)x3 p89(it5 s9)x3 p108(it6 s12)x2 p112(it7 s0)x2 p27(it1 s11)x2 p9(it0 s9)x2 p49(it3 s1)x2
+[2026-10-08T15:34:59Z] attribution: item 0x3b05fa (83 reads) read from positions p12(it0 s12)x4 p43(it2 s11)x4 p59(it3 s11)x4 p60(it3 s12)x4 p34(it2 s2)x3 p66(it4 s2)x3 p86(it5 s6)x3 p123(it7 s11)x3 p5(it0 s5)x2 p6(it0 s6)x2 p11(it0 s11)x2 p17(it1 s1)x2
+[2026-10-08T15:34:59Z] hottest item p27-attack-f8 (0x3805be): 89 reads (0.0000% of all); predicted source none
+[2026-10-08T15:34:59Z] program p27-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) FLAGGED; hot-set clear; verdict FLAGGED
+[2026-10-08T15:35:03Z] program p28-attack-f8: epoch seed 0c5625ee7c9e721e1624038038cf255cab17101e7b0be28bf08b1f666fa265ae era seed 4fd9c0443b974a122c7aef9137055ae16f4c52656486796f0d4308a6837ec6e1 id 6506cf5e63ef37dc attempt 0 class mx8-eraf18f3410+sh256x27+state op mix load=16 add=9 mad=7 shfl=6 rotl=5 rotr=5 xor=5 mul=4 mulhi=4 sub=3; era stride mul 0x347b218b rot 26 interleave [0, 6, 12, 13] windows 1:1:1 7:0:0 9:2:1 11:0:0 14:0:0 24:0:0 25:2:2 26:1:0 34:2:3 37:0:0 40:2:0 44:2:1 50:1:1 51:0:0 53:2:1 58:1:1
+[2026-10-08T15:35:03Z] window layer: site item windows (first, items) (0x800000,2^23) (0x0,2^24) (0x400000,2^22) (0x0,2^24) (0x0,2^24) (0x0,2^24) (0x800000,2^22) (0x0,2^23) (0xc00000,2^22) (0x0,2^24) (0x0,2^22) (0x400000,2^22) (0x800000,2^23) (0x0,2^24) (0x400000,2^22) (0x800000,2^23); expected reads per item by quarter 24.000 40.000 32.000 32.000 (flat uniform 32.000)
+[2026-10-08T15:35:20Z] 131072 warps (4194304 nonces) interpreted in 17.0 s (2.079 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:35:20Z] p28-attack-f8 distinct lines per hash: n 4194304 min 1013 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8711
+[2026-10-08T15:35:20Z] p28-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:35:20Z] p28-attack-f8 distinct lines per warp: n 131072 min 32578 p1 32605 median 32637 p99 32664 max 32688 mean 32636.1993
+[2026-10-08T15:35:20Z] p28-attack-f8 distinct items per warp: n 131072 min 4088 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4807
+[2026-10-08T15:35:20Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:35:20Z] positions: largest hi16-bucket (256 items) share 0.0081% at p54 (iteration 3, site 6, instr 25); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 1)
+[2026-10-08T15:35:20Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p9 (site 9, instr 37); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:35:20Z] p28-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 78 (bin 6401834) z_max +8.13 min 4 z_min -4.95 chi2/dof 2.00031 chi2_z +2897.22 top0.1% 0.18752% top0.5% 0.87782% top1% 1.69777%
+[2026-10-08T15:35:20Z] p28-attack-f8 item histogram against the window density: full 2^24 chi2/dof 0.99992 largest 54 (item 0xdac80) at +6.12 sigma smallest at -4.60; buckets64 chi2/dof 1.00066 largest 2800 (bucket 114793) at +4.74 sigma smallest at -4.64
+[2026-10-08T15:35:22Z] p28-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 78 (bin 6406298) z_max +8.13 min 4 z_min -4.95 chi2/dof 2.00011 chi2_z +2896.61 top0.1% 0.18750% top0.5% 0.87756% top1% 1.69741%
+[2026-10-08T15:35:22Z] p28-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00020 largest +6.12 sigma; buckets64 chi2/dof 1.00071 largest +4.73 smallest -4.72
+[2026-10-08T15:35:22Z] 6-sigma p28-attack-f8 items buckets64 against the window density: largest bucket +4.74 sigma, smallest -4.64 -> within 6 sigma
+[2026-10-08T15:35:22Z] hot-set p28-attack-f8 items (windowed control): f 0.1% S_f 0.18752% E_f(control) 0.18750% X_f +0.00002% X_f/f +0.0002 -> no hot set
+[2026-10-08T15:35:22Z] hot-set p28-attack-f8 items (windowed control): f 0.5% S_f 0.87782% E_f(control) 0.87756% X_f +0.00026% X_f/f +0.0005 -> no hot set
+[2026-10-08T15:35:22Z] hot-set p28-attack-f8 items (windowed control): f 1.0% S_f 1.69777% E_f(control) 1.69741% X_f +0.00036% X_f/f +0.0004 -> no hot set
+[2026-10-08T15:35:22Z] hot-set p28-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:35:23Z] p28-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 67 (bin 15496491) z_max +6.19 min 6 z_min -4.60 chi2/dof 1.00025 chi2_z +0.72 top0.1% 0.16466% top0.5% 0.77440% top1% 1.50132%
+[2026-10-08T15:35:23Z] hot-set p28-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.18752% E_f(control) 0.16466% X_f +0.02286% X_f/f +0.2286 -> no hot set
+[2026-10-08T15:35:23Z] hot-set p28-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.87782% E_f(control) 0.77440% X_f +0.10342% X_f/f +0.2068 -> no hot set
+[2026-10-08T15:35:23Z] hot-set p28-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.69777% E_f(control) 1.50132% X_f +0.19645% X_f/f +0.1965 -> no hot set
+[2026-10-08T15:35:23Z] hot-set p28-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:35:23Z] ratio p28-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0001x / 1.0003x / 1.0002x (gate 1.2x at 0.1%: within); over the FLAT control 1.1389x / 1.1335x / 1.1309x
+[2026-10-08T15:35:24Z] attribution: hot threshold count >= 58 marks 18890 items (0.1126% of items) holding 1129291 reads (0.2103% of reads); top 8 items t=0x61af2a:78 t=0x6b5789:77 t=0x6a852f:77 t=0x45962a:77 t=0x79217d:76 t=0x68c986:74 t=0x54ae26:74 t=0x4b53ca:73
+[2026-10-08T15:35:32Z] attribution: reads on hot items per position (flat expectation 0.1126% of each position's 4194304 reads); the 24 largest: p94(it5 s14)=0.674% p123(it7 s11)=0.673% p78(it4 s14)=0.673% p34(it2 s2)=0.673% p2(it0 s2)=0.673% p66(it4 s2)=0.671% p11(it0 s11)=0.671% p110(it6 s14)=0.671% p50(it3 s2)=0.670% p18(it1 s2)=0.670% p82(it5 s2)=0.668% p59(it3 s11)=0.668% p43(it2 s11)=0.667% p98(it6 s2)=0.667% p27(it1 s11)=0.667% p62(it3 s14)=0.667% p91(it5 s11)=0.666% p107(it6 s11)=0.666% p14(it0 s14)=0.665% p126(it7 s14)=0.665% p46(it2 s14)=0.665% p114(it7 s2)=0.663% p75(it4 s11)=0.661% p30(it1 s14)=0.660%
+[2026-10-08T15:35:32Z] attribution: hot reads by iteration it0=0.211% it1=0.210% it2=0.211% it3=0.210% it4=0.211% it5=0.210% it6=0.210% it7=0.210% ; by site s0=0.003% s1=0.169% s2=0.669% s3=0.168% s4=0.168% s5=0.169% s6=0.004% s7=0.333% s8=0.003% s9=0.169% s10=0.000% s11=0.667% s12=0.004% s13=0.169% s14=0.667% s15=0.003%
+[2026-10-08T15:35:32Z] site 0 (instr 1, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0035% (flat expectation 0.1126%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:35:32Z] site 1 (instr 7, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1690% (flat expectation 0.1126%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:35:32Z] site 2 (instr 9, src r1, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.6693% (flat expectation 0.1126%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:35:32Z] site 3 (instr 11, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1682% (flat expectation 0.1126%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:35:32Z] site 4 (instr 14, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1683% (flat expectation 0.1126%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:35:32Z] site 5 (instr 24, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1687% (flat expectation 0.1126%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:35:32Z] site 6 (instr 25, src r7, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0036% (flat expectation 0.1126%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:35:32Z] site 7 (instr 26, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3329% (flat expectation 0.1126%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:35:32Z] site 8 (instr 34, src r6, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0032% (flat expectation 0.1126%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:35:32Z] site 9 (instr 37, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1687% (flat expectation 0.1126%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:35:32Z] site 10 (instr 40, src r1, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1126%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:35:32Z] site 11 (instr 44, src r2, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.6673% (flat expectation 0.1126%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:35:32Z] site 12 (instr 50, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0035% (flat expectation 0.1126%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:35:32Z] site 13 (instr 51, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1685% (flat expectation 0.1126%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:35:32Z] site 14 (instr 53, src r6, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.6674% (flat expectation 0.1126%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:35:32Z] site 15 (instr 58, src r2, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0035% (flat expectation 0.1126%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:35:32Z] attribution: item 0x61af2a (78 reads) read from positions p82(it5 s2)x6 p126(it7 s14)x5 p46(it2 s14)x5 p59(it3 s11)x4 p30(it1 s14)x3 p50(it3 s2)x3 p66(it4 s2)x3 p78(it4 s14)x3 p13(it0 s13)x2 p18(it1 s2)x2 p19(it1 s3)x2 p34(it2 s2)x2
+[2026-10-08T15:35:32Z] attribution: item 0x6b5789 (77 reads) read from positions p98(it6 s2)x5 p126(it7 s14)x3 p11(it0 s11)x3 p34(it2 s2)x3 p59(it3 s11)x3 p62(it3 s14)x3 p75(it4 s11)x3 p91(it5 s11)x3 p94(it5 s14)x3 p107(it6 s11)x3 p13(it0 s13)x2 p33(it2 s1)x2
+[2026-10-08T15:35:32Z] attribution: item 0x6a852f (77 reads) read from positions p14(it0 s14)x5 p94(it5 s14)x5 p78(it4 s14)x4 p27(it1 s11)x3 p34(it2 s2)x3 p62(it3 s14)x3 p82(it5 s2)x3 p126(it7 s14)x2 p17(it1 s1)x2 p20(it1 s4)x2 p43(it2 s11)x2 p59(it3 s11)x2
+[2026-10-08T15:35:32Z] attribution: item 0x45962a (77 reads) read from positions p2(it0 s2)x5 p62(it3 s14)x5 p30(it1 s14)x4 p59(it3 s11)x4 p75(it4 s11)x4 p107(it6 s11)x3 p34(it2 s2)x3 p66(it4 s2)x3 p29(it1 s13)x3 p126(it7 s14)x2 p37(it2 s5)x2 p39(it2 s7)x2
+[2026-10-08T15:35:32Z] attribution: item 0x79217d (76 reads) read from positions p50(it3 s2)x5 p2(it0 s2)x5 p126(it7 s14)x4 p107(it6 s11)x4 p100(it6 s4)x3 p43(it2 s11)x3 p46(it2 s14)x3 p14(it0 s14)x2 p23(it1 s7)x2 p30(it1 s14)x2 p5(it0 s5)x2 p59(it3 s11)x2
+[2026-10-08T15:35:32Z] attribution: item 0x68c986 (74 reads) read from positions p34(it2 s2)x4 p43(it2 s11)x4 p110(it6 s14)x4 p46(it2 s14)x3 p59(it3 s11)x3 p71(it4 s7)x3 p75(it4 s11)x3 p94(it5 s14)x3 p114(it7 s2)x3 p126(it7 s14)x2 p13(it0 s13)x2 p30(it1 s14)x2
+[2026-10-08T15:35:32Z] attribution: item 0x54ae26 (74 reads) read from positions p50(it3 s2)x6 p62(it3 s14)x4 p82(it5 s2)x4 p94(it5 s14)x4 p34(it2 s2)x3 p43(it2 s11)x3 p59(it3 s11)x3 p66(it4 s2)x3 p91(it5 s11)x3 p110(it6 s14)x3 p114(it7 s2)x2 p9(it0 s9)x2
+[2026-10-08T15:35:32Z] attribution: item 0x4b53ca (73 reads) read from positions p46(it2 s14)x5 p78(it4 s14)x5 p114(it7 s2)x4 p59(it3 s11)x4 p27(it1 s11)x3 p43(it2 s11)x3 p50(it3 s2)x3 p62(it3 s14)x3 p66(it4 s2)x2 p19(it1 s3)x2 p52(it3 s4)x2 p2(it0 s2)x2
+[2026-10-08T15:35:32Z] hottest item p28-attack-f8 (0x61af2a): 78 reads (0.0000% of all); predicted source none
+[2026-10-08T15:35:32Z] program p28-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:35:36Z] program p29-attack-f8: epoch seed 7d7e131e5018c707926e608ebe0956cb78afc3f32b2c4cae3edc5dbf64bbc616 era seed da985cca265c3db28d22ba96b335dadc64e9036cfc46454f47994516c94598cb id 78716cda262eb1eb attempt 0 class mx8-era4bbbf36c+sh256x27+state op mix load=16 sub=9 mulhi=7 mul=6 rotl=5 xor=5 add=4 or=4 mad=3 shfl=3 rotr=2; era stride mul 0xe597ba17 rot 25 interleave [4, 5, 9, 14] windows 5:2:3 6:1:0 7:1:0 11:0:0 16:1:1 21:1:1 34:0:0 38:0:0 42:0:0 43:1:1 47:0:0 50:1:0 53:1:1 58:0:0 59:2:0 60:1:0
+[2026-10-08T15:35:36Z] window layer: site item windows (first, items) (0xc00000,2^22) (0x0,2^23) (0x0,2^23) (0x0,2^24) (0x800000,2^23) (0x800000,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^24) (0x800000,2^23) (0x0,2^24) (0x0,2^23) (0x800000,2^23) (0x0,2^24) (0x0,2^22) (0x0,2^23); expected reads per item by quarter 36.000 28.000 28.000 36.000 (flat uniform 32.000)
+[2026-10-08T15:35:53Z] 131072 warps (4194304 nonces) interpreted in 17.3 s (2.107 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:35:53Z] p29-attack-f8 distinct lines per hash: n 4194304 min 1013 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8711
+[2026-10-08T15:35:53Z] p29-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:35:53Z] p29-attack-f8 distinct lines per warp: n 131072 min 32575 p1 32605 median 32637 p99 32664 max 32685 mean 32636.3195
+[2026-10-08T15:35:53Z] p29-attack-f8 distinct items per warp: n 131072 min 4091 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4912
+[2026-10-08T15:35:53Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:35:53Z] positions: largest hi16-bucket (256 items) share 0.0080% at p30 (iteration 1, site 14, instr 59); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p53 (site 5, instr 21)
+[2026-10-08T15:35:53Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p2 (site 2, instr 7); saturated sources at one position 0 of 2048 at p0 (site 0, instr 5); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:35:54Z] p29-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 77 (bin 494147) z_max +7.95 min 5 z_min -4.77 chi2/dof 1.53307 chi2_z +1543.94 top0.1% 0.17717% top0.5% 0.83097% top1% 1.60991%
+[2026-10-08T15:35:54Z] p29-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00487 largest 77 (item 0x78a43) at +6.83 sigma smallest at -4.35; buckets64 chi2/dof 1.32010 largest 2563 (bucket 230307) at +5.40 sigma smallest at -4.67
+[2026-10-08T15:35:55Z] p29-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 70 (bin 1589800) z_max +6.72 min 5 z_min -4.77 chi2/dof 1.49977 chi2_z +1447.48 top0.1% 0.17654% top0.5% 0.82787% top1% 1.60338%
+[2026-10-08T15:35:55Z] p29-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00004 largest +5.86 sigma; buckets64 chi2/dof 1.00067 largest +4.54 smallest -4.25
+[2026-10-08T15:35:55Z] 6-sigma p29-attack-f8 items buckets64 against the window density: largest bucket +5.40 sigma, smallest -4.67 -> within 6 sigma
+[2026-10-08T15:35:55Z] hot-set p29-attack-f8 items (windowed control): f 0.1% S_f 0.17717% E_f(control) 0.17654% X_f +0.00063% X_f/f +0.0063 -> no hot set
+[2026-10-08T15:35:55Z] hot-set p29-attack-f8 items (windowed control): f 0.5% S_f 0.83097% E_f(control) 0.82787% X_f +0.00310% X_f/f +0.0062 -> no hot set
+[2026-10-08T15:35:55Z] hot-set p29-attack-f8 items (windowed control): f 1.0% S_f 1.60991% E_f(control) 1.60338% X_f +0.00652% X_f/f +0.0065 -> no hot set
+[2026-10-08T15:35:55Z] hot-set p29-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:35:56Z] p29-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 67 (bin 6805927) z_max +6.19 min 7 z_min -4.42 chi2/dof 1.00015 chi2_z +0.43 top0.1% 0.16458% top0.5% 0.77443% top1% 1.50137%
+[2026-10-08T15:35:56Z] hot-set p29-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.17717% E_f(control) 0.16458% X_f +0.01259% X_f/f +0.1259 -> no hot set
+[2026-10-08T15:35:56Z] hot-set p29-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.83097% E_f(control) 0.77443% X_f +0.05655% X_f/f +0.1131 -> no hot set
+[2026-10-08T15:35:56Z] hot-set p29-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.60991% E_f(control) 1.50137% X_f +0.10854% X_f/f +0.1085 -> no hot set
+[2026-10-08T15:35:56Z] hot-set p29-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:35:56Z] ratio p29-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0036x / 1.0037x / 1.0041x (gate 1.2x at 0.1%: within); over the FLAT control 1.0765x / 1.0730x / 1.0723x
+[2026-10-08T15:35:58Z] attribution: hot threshold count >= 55 marks 17858 items (0.1064% of items) holding 1010619 reads (0.1882% of reads); top 8 items t=0x078a43:77 t=0x2cd2ab:70 t=0x09e42c:70 t=0x08ec0d:70 t=0xff286a:69 t=0xf251bb:69 t=0xef158f:69 t=0xe5981f:69
+[2026-10-08T15:36:06Z] attribution: reads on hot items per position (flat expectation 0.1064% of each position's 4194304 reads); the 24 largest: p16(it1 s0)=0.337% p96(it6 s0)=0.336% p0(it0 s0)=0.335% p112(it7 s0)=0.335% p64(it4 s0)=0.333% p80(it5 s0)=0.333% p62(it3 s14)=0.332% p46(it2 s14)=0.331% p32(it2 s0)=0.331% p14(it0 s14)=0.330% p94(it5 s14)=0.330% p126(it7 s14)=0.330% p78(it4 s14)=0.328% p48(it3 s0)=0.327% p110(it6 s14)=0.325% p30(it1 s14)=0.324% p106(it6 s10)=0.187% p122(it7 s10)=0.186% p58(it3 s10)=0.186% p42(it2 s10)=0.186% p74(it4 s10)=0.185% p26(it1 s10)=0.184% p10(it0 s10)=0.182% p90(it5 s10)=0.181%
+[2026-10-08T15:36:06Z] attribution: hot reads by iteration it0=0.188% it1=0.188% it2=0.188% it3=0.188% it4=0.189% it5=0.189% it6=0.188% it7=0.188% ; by site s0=0.333% s1=0.165% s2=0.164% s3=0.166% s4=0.169% s5=0.169% s6=0.166% s7=0.165% s8=0.165% s9=0.168% s10=0.185% s11=0.165% s12=0.171% s13=0.167% s14=0.329% s15=0.165%
+[2026-10-08T15:36:06Z] site 0 (instr 5, src r0, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.3334% (flat expectation 0.1064%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:36:06Z] site 1 (instr 6, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.1648% (flat expectation 0.1064%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:36:06Z] site 2 (instr 7, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.1639% (flat expectation 0.1064%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:36:06Z] site 3 (instr 11, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1657% (flat expectation 0.1064%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:36:06Z] site 4 (instr 16, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.1685% (flat expectation 0.1064%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:36:06Z] site 5 (instr 21, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.1691% (flat expectation 0.1064%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:36:06Z] site 6 (instr 34, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1659% (flat expectation 0.1064%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:36:06Z] site 7 (instr 38, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1654% (flat expectation 0.1064%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:36:06Z] site 8 (instr 42, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1654% (flat expectation 0.1064%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:36:06Z] site 9 (instr 43, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.1680% (flat expectation 0.1064%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:36:06Z] site 10 (instr 47, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1846% (flat expectation 0.1064%); index entropy 15.982 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0022% (window expectation 0.0015%)
+[2026-10-08T15:36:06Z] site 11 (instr 50, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.1647% (flat expectation 0.1064%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:36:06Z] site 12 (instr 53, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.1709% (flat expectation 0.1064%); index entropy 14.994 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0038% (window expectation 0.0031%)
+[2026-10-08T15:36:06Z] site 13 (instr 58, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1673% (flat expectation 0.1064%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:36:06Z] site 14 (instr 59, src r7, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.3288% (flat expectation 0.1064%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:36:06Z] site 15 (instr 60, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.1655% (flat expectation 0.1064%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:36:06Z] attribution: item 0x078a43 (77 reads) read from positions p110(it6 s14)x4 p127(it7 s15)x3 p63(it3 s15)x3 p75(it4 s11)x3 p14(it0 s14)x2 p27(it1 s11)x2 p34(it2 s2)x2 p59(it3 s11)x2 p65(it4 s1)x2 p72(it4 s8)x2 p79(it4 s15)x2 p81(it5 s1)x2
+[2026-10-08T15:36:06Z] attribution: item 0x2cd2ab (70 reads) read from positions p65(it4 s1)x5 p110(it6 s14)x3 p126(it7 s14)x3 p18(it1 s2)x3 p94(it5 s14)x3 p14(it0 s14)x2 p19(it1 s3)x2 p31(it1 s15)x2 p62(it3 s14)x2 p63(it3 s15)x2 p82(it5 s2)x2 p83(it5 s3)x2
+[2026-10-08T15:36:06Z] attribution: item 0x09e42c (70 reads) read from positions p78(it4 s14)x5 p14(it0 s14)x3 p46(it2 s14)x3 p49(it3 s1)x3 p98(it6 s2)x3 p122(it7 s10)x2 p3(it0 s3)x2 p8(it0 s8)x2 p19(it1 s3)x2 p30(it1 s14)x2 p61(it3 s13)x2 p65(it4 s1)x2
+[2026-10-08T15:36:06Z] attribution: item 0x08ec0d (70 reads) read from positions p10(it0 s10)x3 p34(it2 s2)x3 p62(it3 s14)x3 p97(it6 s1)x3 p7(it0 s7)x3 p110(it6 s14)x3 p123(it7 s11)x3 p126(it7 s14)x3 p103(it6 s7)x2 p122(it7 s10)x2 p31(it1 s15)x2 p33(it2 s1)x2
+[2026-10-08T15:36:06Z] attribution: item 0xff286a (69 reads) read from positions p48(it3 s0)x3 p89(it5 s9)x3 p112(it7 s0)x3 p117(it7 s5)x3 p5(it0 s5)x2 p12(it0 s12)x2 p38(it2 s6)x2 p39(it2 s7)x2 p44(it2 s12)x2 p51(it3 s3)x2 p64(it4 s0)x2 p70(it4 s6)x2
+[2026-10-08T15:36:06Z] attribution: item 0xf251bb (69 reads) read from positions p5(it0 s5)x5 p16(it1 s0)x4 p48(it3 s0)x4 p108(it6 s12)x3 p117(it7 s5)x2 p20(it1 s4)x2 p21(it1 s5)x2 p28(it1 s12)x2 p36(it2 s4)x2 p45(it2 s13)x2 p64(it4 s0)x2 p73(it4 s9)x2
+[2026-10-08T15:36:06Z] attribution: item 0xef158f (69 reads) read from positions p16(it1 s0)x3 p25(it1 s9)x3 p73(it4 s9)x3 p0(it0 s0)x3 p96(it6 s0)x3 p4(it0 s4)x2 p9(it0 s9)x2 p48(it3 s0)x2 p53(it3 s5)x2 p55(it3 s7)x2 p69(it4 s5)x2 p72(it4 s8)x2
+[2026-10-08T15:36:06Z] attribution: item 0xe5981f (69 reads) read from positions p48(it3 s0)x5 p61(it3 s13)x4 p5(it0 s5)x3 p13(it0 s13)x3 p16(it1 s0)x3 p36(it2 s4)x3 p44(it2 s12)x3 p96(it6 s0)x3 p0(it0 s0)x3 p112(it7 s0)x3 p117(it7 s5)x2 p21(it1 s5)x2
+[2026-10-08T15:36:06Z] hottest item p29-attack-f8 (0x078a43): 77 reads (0.0000% of all); predicted source none
+[2026-10-08T15:36:06Z] program p29-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:36:10Z] program p30-attack-f8: epoch seed ab7cd3cd0869be5274ceb894a768e82d2f4d97d33833f7746864138744b7c559 era seed e1de2b867d7439f7e80693cec571bf3b22c8dd27a5e1120209515a5080585e8e id 362e9f9a84d948d8 attempt 0 class mx8-era8907e324+sh256x27+state op mix load=16 add=11 mulhi=8 xor=8 rotr=5 rotl=4 sub=4 mad=3 mul=3 or=1 shfl=1; era stride mul 0xac8f1c1b rot 18 interleave [3, 4, 11, 12] windows 3:2:0 5:0:0 13:2:0 15:2:1 16:0:0 17:2:0 18:0:0 22:0:0 25:1:0 26:0:0 27:0:0 33:0:0 36:2:3 43:0:0 48:0:0 50:1:0
+[2026-10-08T15:36:10Z] window layer: site item windows (first, items) (0x0,2^22) (0x0,2^24) (0x0,2^22) (0x400000,2^22) (0x0,2^24) (0x0,2^22) (0x0,2^24) (0x0,2^24) (0x0,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^24) (0xc00000,2^22) (0x0,2^24) (0x0,2^24) (0x0,2^23); expected reads per item by quarter 50.000 34.000 18.000 26.000 (flat uniform 32.000)
+[2026-10-08T15:36:27Z] 131072 warps (4194304 nonces) interpreted in 17.0 s (2.074 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:36:27Z] p30-attack-f8 distinct lines per hash: n 4194304 min 992 p1 1016 median 1024 p99 1024 max 1024 mean 1023.4181
+[2026-10-08T15:36:27Z] p30-attack-f8 distinct items per hash: n 4194304 min 124 p1 127 median 128 p99 128 max 128 mean 127.9429
+[2026-10-08T15:36:27Z] p30-attack-f8 distinct lines per warp: n 131072 min 32535 p1 32580 median 32622 p99 32657 max 32683 mean 32621.4419
+[2026-10-08T15:36:27Z] p30-attack-f8 distinct items per warp: n 131072 min 4085 p1 4089 median 4094 p99 4096 max 4096 mean 4093.6189
+[2026-10-08T15:36:27Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:36:27Z] positions: largest hi16-bucket (256 items) share 0.0078% at p53 (iteration 3, site 5, instr 17); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 3)
+[2026-10-08T15:36:27Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 1 of 2048 at p0 (site 0, instr 3); saturated sources at one position 0 of 2048 at p0 (site 0, instr 3); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:36:27Z] p30-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 94 (bin 1211430) z_max +10.96 min 0 z_min -5.66 chi2/dof 5.37568 chi2_z +12673.33 top0.1% 0.22563% top0.5% 1.06113% top1% 2.05777%
+[2026-10-08T15:36:27Z] p30-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00065 largest 94 (item 0x127c26) at +6.22 sigma smallest at -4.53; buckets64 chi2/dof 0.99816 largest 1327 (bucket 177900) at +5.16 sigma smallest at -4.80
+[2026-10-08T15:36:29Z] p30-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 90 (bin 154785) z_max +10.25 min 1 z_min -5.48 chi2/dof 5.37489 chi2_z +12671.05 top0.1% 0.22554% top0.5% 1.06063% top1% 2.05708%
+[2026-10-08T15:36:29Z] p30-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99963 largest +7.31 sigma; buckets64 chi2/dof 1.00006 largest +4.26 smallest -4.49
+[2026-10-08T15:36:29Z] 6-sigma p30-attack-f8 items buckets64 against the window density: largest bucket +5.16 sigma, smallest -4.80 -> within 6 sigma
+[2026-10-08T15:36:29Z] hot-set p30-attack-f8 items (windowed control): f 0.1% S_f 0.22563% E_f(control) 0.22554% X_f +0.00010% X_f/f +0.0010 -> no hot set
+[2026-10-08T15:36:29Z] hot-set p30-attack-f8 items (windowed control): f 0.5% S_f 1.06113% E_f(control) 1.06063% X_f +0.00049% X_f/f +0.0010 -> no hot set
+[2026-10-08T15:36:29Z] hot-set p30-attack-f8 items (windowed control): f 1.0% S_f 2.05777% E_f(control) 2.05708% X_f +0.00070% X_f/f +0.0007 -> no hot set
+[2026-10-08T15:36:29Z] hot-set p30-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:36:30Z] p30-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 68 (bin 12963454) z_max +6.36 min 8 z_min -4.24 chi2/dof 1.00001 chi2_z +0.03 top0.1% 0.16460% top0.5% 0.77426% top1% 1.50117%
+[2026-10-08T15:36:30Z] hot-set p30-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.22563% E_f(control) 0.16460% X_f +0.06104% X_f/f +0.6104 -> no hot set
+[2026-10-08T15:36:30Z] hot-set p30-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 1.06113% E_f(control) 0.77426% X_f +0.28686% X_f/f +0.5737 -> no hot set
+[2026-10-08T15:36:30Z] hot-set p30-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 2.05777% E_f(control) 1.50117% X_f +0.55661% X_f/f +0.5566 -> no hot set
+[2026-10-08T15:36:30Z] hot-set p30-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:36:30Z] ratio p30-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0004x / 1.0005x / 1.0003x (gate 1.2x at 0.1%: within); over the FLAT control 1.3708x / 1.3705x / 1.3708x
+[2026-10-08T15:36:31Z] attribution: hot threshold count >= 70 marks 18198 items (0.1085% of items) holding 1310835 reads (0.2442% of reads); top 8 items t=0x127c26:94 t=0x06dbfc:89 t=0x122ae1:88 t=0x0b610c:88 t=0x088396:88 t=0x2700d4:87 t=0x1af83a:87 t=0x25ee5f:86
+[2026-10-08T15:36:40Z] attribution: reads on hot items per position (flat expectation 0.1085% of each position's 4194304 reads); the 24 largest: p98(it6 s2)=0.631% p80(it5 s0)=0.630% p37(it2 s5)=0.629% p5(it0 s5)=0.628% p96(it6 s0)=0.628% p64(it4 s0)=0.628% p82(it5 s2)=0.627% p66(it4 s2)=0.627% p48(it3 s0)=0.627% p0(it0 s0)=0.627% p85(it5 s5)=0.626% p112(it7 s0)=0.626% p32(it2 s0)=0.624% p21(it1 s5)=0.624% p69(it4 s5)=0.623% p34(it2 s2)=0.623% p18(it1 s2)=0.622% p101(it6 s5)=0.622% p2(it0 s2)=0.622% p117(it7 s5)=0.622% p50(it3 s2)=0.620% p114(it7 s2)=0.620% p53(it3 s5)=0.619% p16(it1 s0)=0.618%
+[2026-10-08T15:36:40Z] attribution: hot reads by iteration it0=0.244% it1=0.244% it2=0.244% it3=0.244% it4=0.244% it5=0.245% it6=0.244% it7=0.244% ; by site s0=0.626% s1=0.156% s2=0.624% s3=0.000% s4=0.157% s5=0.624% s6=0.156% s7=0.156% s8=0.312% s9=0.157% s10=0.156% s11=0.158% s12=0.000% s13=0.156% s14=0.156% s15=0.312%
+[2026-10-08T15:36:40Z] site 0 (instr 3, src r2, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6258% (flat expectation 0.1085%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:36:40Z] site 1 (instr 5, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1563% (flat expectation 0.1085%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:36:40Z] site 2 (instr 13, src r7, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6239% (flat expectation 0.1085%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:36:40Z] site 3 (instr 15, src r2, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1085%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:36:40Z] site 4 (instr 16, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1568% (flat expectation 0.1085%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:36:40Z] site 5 (instr 17, src r1, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6241% (flat expectation 0.1085%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:36:40Z] site 6 (instr 18, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1562% (flat expectation 0.1085%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:36:40Z] site 7 (instr 22, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1563% (flat expectation 0.1085%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:36:40Z] site 8 (instr 25, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3123% (flat expectation 0.1085%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:36:40Z] site 9 (instr 26, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1570% (flat expectation 0.1085%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:36:40Z] site 10 (instr 27, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1565% (flat expectation 0.1085%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:36:40Z] site 11 (instr 33, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1576% (flat expectation 0.1085%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:36:40Z] site 12 (instr 36, src r0, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1085%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:36:40Z] site 13 (instr 43, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1560% (flat expectation 0.1085%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:36:40Z] site 14 (instr 48, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1558% (flat expectation 0.1085%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:36:40Z] site 15 (instr 50, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3119% (flat expectation 0.1085%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:36:40Z] attribution: item 0x127c26 (94 reads) read from positions p32(it2 s0)x5 p37(it2 s5)x5 p64(it4 s0)x5 p66(it4 s2)x5 p114(it7 s2)x4 p34(it2 s2)x4 p48(it3 s0)x4 p21(it1 s5)x3 p62(it3 s14)x3 p63(it3 s15)x3 p82(it5 s2)x3 p111(it6 s15)x2
+[2026-10-08T15:36:40Z] attribution: item 0x06dbfc (89 reads) read from positions p50(it3 s2)x4 p5(it0 s5)x3 p21(it1 s5)x3 p48(it3 s0)x3 p56(it3 s8)x3 p66(it4 s2)x3 p88(it5 s8)x3 p114(it7 s2)x3 p127(it7 s15)x3 p98(it6 s2)x2 p113(it7 s1)x2 p32(it2 s0)x2
+[2026-10-08T15:36:40Z] attribution: item 0x122ae1 (88 reads) read from positions p112(it7 s0)x5 p18(it1 s2)x3 p26(it1 s10)x3 p32(it2 s0)x3 p69(it4 s5)x3 p85(it5 s5)x3 p117(it7 s5)x3 p121(it7 s9)x3 p125(it7 s13)x2 p16(it1 s0)x2 p40(it2 s8)x2 p48(it3 s0)x2
+[2026-10-08T15:36:40Z] attribution: item 0x0b610c (88 reads) read from positions p18(it1 s2)x5 p64(it4 s0)x4 p2(it0 s2)x3 p5(it0 s5)x3 p16(it1 s0)x3 p21(it1 s5)x3 p53(it3 s5)x3 p55(it3 s7)x3 p69(it4 s5)x3 p80(it5 s0)x3 p85(it5 s5)x3 p96(it6 s0)x3
+[2026-10-08T15:36:40Z] attribution: item 0x088396 (88 reads) read from positions p16(it1 s0)x4 p72(it4 s8)x4 p82(it5 s2)x4 p2(it0 s2)x3 p21(it1 s5)x3 p40(it2 s8)x3 p98(it6 s2)x3 p64(it4 s0)x2 p116(it7 s4)x2 p22(it1 s6)x2 p32(it2 s0)x2 p34(it2 s2)x2
+[2026-10-08T15:36:40Z] attribution: item 0x2700d4 (87 reads) read from positions p101(it6 s5)x5 p2(it0 s2)x4 p66(it4 s2)x4 p31(it1 s15)x3 p48(it3 s0)x3 p53(it3 s5)x3 p120(it7 s8)x3 p1(it0 s1)x2 p16(it1 s0)x2 p21(it1 s5)x2 p24(it1 s8)x2 p6(it0 s6)x2
+[2026-10-08T15:36:40Z] attribution: item 0x1af83a (87 reads) read from positions p112(it7 s0)x4 p18(it1 s2)x4 p56(it3 s8)x4 p66(it4 s2)x3 p79(it4 s15)x3 p98(it6 s2)x3 p2(it0 s2)x2 p5(it0 s5)x2 p10(it0 s10)x2 p13(it0 s13)x2 p15(it0 s15)x2 p29(it1 s13)x2
+[2026-10-08T15:36:40Z] attribution: item 0x25ee5f (86 reads) read from positions p64(it4 s0)x5 p16(it1 s0)x4 p53(it3 s5)x4 p1(it0 s1)x3 p21(it1 s5)x3 p37(it2 s5)x3 p47(it2 s15)x3 p96(it6 s0)x3 p63(it3 s15)x2 p101(it6 s5)x2 p9(it0 s9)x2 p38(it2 s6)x2
+[2026-10-08T15:36:40Z] hottest item p30-attack-f8 (0x127c26): 94 reads (0.0000% of all); predicted source none
+[2026-10-08T15:36:40Z] program p30-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:36:43Z] program p31-attack-f8: epoch seed e077e8e988982c1de9776ce91bfd55367259faab9d3fa716c195c06f59bd32a5 era seed ce9eee734d40682694fc02df739b73c8de2fea370be1dc9c1667288159dd741c id 2fd898efc601fd9b attempt 4 class mx8-era8ea479d1+sh256x27+state op mix load=16 add=14 mul=5 rotl=5 mad=4 shfl=4 sub=4 xor=4 or=3 rotr=3 mulhi=2; era stride mul 0xd4aea2c7 rot 14 interleave [2, 5, 12, 14] windows 8:1:1 9:0:0 14:2:2 18:1:1 21:0:0 22:2:0 33:0:0 34:1:1 36:0:0 37:0:0 47:1:0 48:2:1 53:0:0 56:1:0 57:2:3 62:1:0
+[2026-10-08T15:36:43Z] window layer: site item windows (first, items) (0x800000,2^23) (0x0,2^24) (0x800000,2^22) (0x800000,2^23) (0x0,2^24) (0x0,2^22) (0x0,2^24) (0x800000,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^23) (0x400000,2^22) (0x0,2^24) (0x0,2^23) (0xc00000,2^22) (0x0,2^23); expected reads per item by quarter 32.000 32.000 32.000 32.000 (flat uniform 32.000)
+[2026-10-08T15:37:04Z] 131072 warps (4194304 nonces) interpreted in 20.5 s (2.508 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:37:04Z] p31-attack-f8 distinct lines per hash: n 4194304 min 1014 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8715
+[2026-10-08T15:37:04Z] p31-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:37:04Z] p31-attack-f8 distinct lines per warp: n 131072 min 32570 p1 32605 median 32637 p99 32664 max 32691 mean 32636.3501
+[2026-10-08T15:37:04Z] p31-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4964
+[2026-10-08T15:37:04Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:37:04Z] positions: largest hi16-bucket (256 items) share 0.0081% at p53 (iteration 3, site 5, instr 22); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 8)
+[2026-10-08T15:37:04Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p32 (site 0, instr 8); saturated sources at one position 0 of 2048 at p0 (site 0, instr 8); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:37:04Z] p31-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 67 (bin 6090829) z_max +6.19 min 7 z_min -4.42 chi2/dof 0.99985 chi2_z -0.44 top0.1% 0.16465% top0.5% 0.77435% top1% 1.50121%
+[2026-10-08T15:37:04Z] p31-attack-f8 item histogram against the window density: full 2^24 chi2/dof 0.99985 largest 67 (item 0x5cf04d) at +6.19 sigma smallest at -4.42; buckets64 chi2/dof 1.00097 largest 2253 (bucket 66031) at +4.53 sigma smallest at -4.80
+[2026-10-08T15:37:05Z] p31-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 66 (bin 13982417) z_max +6.01 min 7 z_min -4.42 chi2/dof 1.00019 chi2_z +0.55 top0.1% 0.16468% top0.5% 0.77473% top1% 1.50172%
+[2026-10-08T15:37:05Z] p31-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00019 largest +6.01 sigma; buckets64 chi2/dof 0.99462 largest +4.71 smallest -4.46
+[2026-10-08T15:37:05Z] 6-sigma p31-attack-f8 items buckets64 against the window density: largest bucket +4.53 sigma, smallest -4.80 -> within 6 sigma
+[2026-10-08T15:37:05Z] hot-set p31-attack-f8 items (windowed control): f 0.1% S_f 0.16465% E_f(control) 0.16468% X_f -0.00003% X_f/f -0.0003 -> no hot set
+[2026-10-08T15:37:05Z] hot-set p31-attack-f8 items (windowed control): f 0.5% S_f 0.77435% E_f(control) 0.77473% X_f -0.00038% X_f/f -0.0008 -> no hot set
+[2026-10-08T15:37:05Z] hot-set p31-attack-f8 items (windowed control): f 1.0% S_f 1.50121% E_f(control) 1.50172% X_f -0.00050% X_f/f -0.0005 -> no hot set
+[2026-10-08T15:37:05Z] hot-set p31-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:37:06Z] p31-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 67 (bin 12817296) z_max +6.19 min 7 z_min -4.42 chi2/dof 1.00027 chi2_z +0.78 top0.1% 0.16453% top0.5% 0.77423% top1% 1.50107%
+[2026-10-08T15:37:06Z] hot-set p31-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.16465% E_f(control) 0.16453% X_f +0.00012% X_f/f +0.0012 -> no hot set
+[2026-10-08T15:37:06Z] hot-set p31-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.77435% E_f(control) 0.77423% X_f +0.00013% X_f/f +0.0003 -> no hot set
+[2026-10-08T15:37:06Z] hot-set p31-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.50121% E_f(control) 1.50107% X_f +0.00014% X_f/f +0.0001 -> no hot set
+[2026-10-08T15:37:06Z] hot-set p31-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:37:06Z] ratio p31-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 0.9998x / 0.9995x / 0.9997x (gate 1.2x at 0.1%: within); over the FLAT control 1.0008x / 1.0002x / 1.0001x
+[2026-10-08T15:37:08Z] attribution: hot threshold count >= 51 marks 19840 items (0.1183% of items) holding 1040175 reads (0.1937% of reads); top 8 items t=0x8febde:67 t=0x6bfccd:67 t=0x5cf04d:67 t=0xebc7ca:65 t=0x9baa73:65 t=0x4b5271:65 t=0xebc909:64 t=0xb2b657:64
+[2026-10-08T15:37:18Z] attribution: reads on hot items per position (flat expectation 0.1183% of each position's 4194304 reads); the 24 largest: p13(it0 s13)=0.202% p21(it1 s5)=0.201% p93(it5 s13)=0.201% p5(it0 s5)=0.200% p109(it6 s13)=0.200% p117(it7 s5)=0.200% p29(it1 s13)=0.200% p37(it2 s5)=0.200% p47(it2 s15)=0.199% p59(it3 s11)=0.199% p58(it3 s10)=0.199% p69(it4 s5)=0.199% p100(it6 s4)=0.198% p53(it3 s5)=0.198% p95(it5 s15)=0.198% p111(it6 s15)=0.198% p72(it4 s8)=0.198% p63(it3 s15)=0.198% p77(it4 s13)=0.198% p45(it2 s13)=0.197% p10(it0 s10)=0.197% p42(it2 s10)=0.197% p101(it6 s5)=0.197% p125(it7 s13)=0.197%
+[2026-10-08T15:37:18Z] attribution: hot reads by iteration it0=0.194% it1=0.194% it2=0.193% it3=0.194% it4=0.193% it5=0.194% it6=0.194% it7=0.193% ; by site s0=0.192% s1=0.193% s2=0.192% s3=0.191% s4=0.194% s5=0.199% s6=0.193% s7=0.192% s8=0.194% s9=0.194% s10=0.196% s11=0.195% s12=0.192% s13=0.199% s14=0.188% s15=0.197%
+[2026-10-08T15:37:18Z] site 0 (instr 8, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.1917% (flat expectation 0.1183%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:37:18Z] site 1 (instr 9, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1930% (flat expectation 0.1183%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:37:18Z] site 2 (instr 14, src r6, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.1923% (flat expectation 0.1183%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:37:18Z] site 3 (instr 18, src r4, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.1909% (flat expectation 0.1183%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:37:18Z] site 4 (instr 21, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1941% (flat expectation 0.1183%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:37:18Z] site 5 (instr 22, src r1, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.1989% (flat expectation 0.1183%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:37:18Z] site 6 (instr 33, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1935% (flat expectation 0.1183%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:37:18Z] site 7 (instr 34, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.1923% (flat expectation 0.1183%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:37:18Z] site 8 (instr 36, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1938% (flat expectation 0.1183%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:37:18Z] site 9 (instr 37, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1936% (flat expectation 0.1183%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:37:18Z] site 10 (instr 47, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.1958% (flat expectation 0.1183%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:37:18Z] site 11 (instr 48, src r5, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.1948% (flat expectation 0.1183%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:37:18Z] site 12 (instr 53, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1924% (flat expectation 0.1183%); index entropy 15.998 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:37:18Z] site 13 (instr 56, src r4, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.1985% (flat expectation 0.1183%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:37:18Z] site 14 (instr 57, src r2, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.1875% (flat expectation 0.1183%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:37:18Z] site 15 (instr 62, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.1967% (flat expectation 0.1183%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:37:18Z] attribution: item 0x8febde (67 reads) read from positions p18(it1 s2)x4 p114(it7 s2)x4 p23(it1 s7)x3 p34(it2 s2)x3 p50(it3 s2)x3 p64(it4 s0)x3 p66(it4 s2)x3 p98(it6 s2)x3 p115(it7 s3)x2 p2(it0 s2)x2 p7(it0 s7)x2 p12(it0 s12)x2
+[2026-10-08T15:37:18Z] attribution: item 0x6bfccd (67 reads) read from positions p11(it0 s11)x4 p91(it5 s11)x4 p45(it2 s13)x3 p75(it4 s11)x3 p95(it5 s15)x3 p43(it2 s11)x2 p54(it3 s6)x2 p63(it3 s15)x2 p79(it4 s15)x2 p89(it5 s9)x2 p90(it5 s10)x2 p97(it6 s1)x2
+[2026-10-08T15:37:18Z] attribution: item 0x5cf04d (67 reads) read from positions p27(it1 s11)x4 p125(it7 s13)x3 p59(it3 s11)x3 p89(it5 s9)x3 p95(it5 s15)x3 p123(it7 s11)x3 p20(it1 s4)x2 p42(it2 s10)x2 p60(it3 s12)x2 p61(it3 s13)x2 p74(it4 s10)x2 p75(it4 s11)x2
+[2026-10-08T15:37:18Z] attribution: item 0xebc7ca (65 reads) read from positions p126(it7 s14)x5 p3(it0 s3)x3 p14(it0 s14)x3 p68(it4 s4)x3 p83(it5 s3)x3 p94(it5 s14)x3 p110(it6 s14)x3 p124(it7 s12)x3 p9(it0 s9)x2 p30(it1 s14)x2 p32(it2 s0)x2 p62(it3 s14)x2
+[2026-10-08T15:37:18Z] attribution: item 0x9baa73 (65 reads) read from positions p66(it4 s2)x5 p104(it6 s8)x4 p16(it1 s0)x3 p51(it3 s3)x3 p54(it3 s6)x3 p64(it4 s0)x3 p82(it5 s2)x3 p98(it6 s2)x3 p119(it7 s7)x2 p18(it1 s2)x2 p40(it2 s8)x2 p55(it3 s7)x2
+[2026-10-08T15:37:18Z] attribution: item 0x4b5271 (65 reads) read from positions p27(it1 s11)x4 p11(it0 s11)x3 p91(it5 s11)x3 p111(it6 s15)x3 p125(it7 s13)x3 p9(it0 s9)x2 p12(it0 s12)x2 p13(it0 s13)x2 p15(it0 s15)x2 p44(it2 s12)x2 p75(it4 s11)x2 p84(it5 s4)x2
+[2026-10-08T15:37:18Z] attribution: item 0xebc909 (64 reads) read from positions p126(it7 s14)x3 p71(it4 s7)x3 p110(it6 s14)x3 p112(it7 s0)x2 p116(it7 s4)x2 p16(it1 s0)x2 p22(it1 s6)x2 p25(it1 s9)x2 p35(it2 s3)x2 p38(it2 s6)x2 p46(it2 s14)x2 p48(it3 s0)x2
+[2026-10-08T15:37:18Z] attribution: item 0xb2b657 (64 reads) read from positions p55(it3 s7)x4 p98(it6 s2)x3 p3(it0 s3)x3 p23(it1 s7)x3 p48(it3 s0)x3 p64(it4 s0)x3 p81(it5 s1)x3 p96(it6 s0)x3 p39(it2 s7)x2 p2(it0 s2)x2 p24(it1 s8)x2 p34(it2 s2)x2
+[2026-10-08T15:37:18Z] hottest item p31-attack-f8 (0x8febde): 67 reads (0.0000% of all); predicted source none
+[2026-10-08T15:37:18Z] program p31-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:37:22Z] program p32-attack-f8: epoch seed 13da69e4bc3b4af5591aaead41f6b16002dfab790760e2b97cd6f26c70ba5586 era seed d84a34744b2247e02e91a9222573f7ce70d94467458fbc1941765bbf1cdddd56 id 9e2df64c348c5a72 attempt 6 class mx8-era0fe73018+sh256x27+state op mix load=16 add=9 shfl=7 mad=5 mul=5 sub=5 mulhi=4 or=4 xor=4 rotl=3 rotr=2; era stride mul 0xdc6791fd rot 17 interleave [6, 11, 14, 15] windows 3:2:3 5:1:0 8:0:0 10:0:0 15:1:1 19:0:0 20:2:2 26:0:0 30:2:3 35:0:0 41:1:1 43:0:0 47:0:0 50:1:0 53:0:0 61:0:0
+[2026-10-08T15:37:22Z] window layer: site item windows (first, items) (0xc00000,2^22) (0x0,2^23) (0x0,2^24) (0x0,2^24) (0x800000,2^23) (0x0,2^24) (0x800000,2^22) (0x0,2^24) (0xc00000,2^22) (0x0,2^24) (0x800000,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^23) (0x0,2^24) (0x0,2^24); expected reads per item by quarter 26.000 26.000 34.000 42.000 (flat uniform 32.000)
+[2026-10-08T15:37:42Z] 131072 warps (4194304 nonces) interpreted in 20.6 s (2.519 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:37:42Z] p32-attack-f8 distinct lines per hash: n 4194304 min 1014 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8711
+[2026-10-08T15:37:42Z] p32-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:37:42Z] p32-attack-f8 distinct lines per warp: n 131072 min 32576 p1 32605 median 32637 p99 32664 max 32684 mean 32636.1726
+[2026-10-08T15:37:42Z] p32-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4785
+[2026-10-08T15:37:42Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:37:42Z] positions: largest hi16-bucket (256 items) share 0.0112% at p108 (iteration 6, site 12, instr 47); windowed expectation 0.0015%; largest saturated-source share 0.0000% at p0 (site 0, instr 3)
+[2026-10-08T15:37:42Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p4 (site 4, instr 15); saturated sources at one position 0 of 2048 at p0 (site 0, instr 3); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:37:42Z] p32-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 81 (bin 12590638) z_max +8.66 min 3 z_min -5.13 chi2/dof 2.43812 chi2_z +4165.25 top0.1% 0.19780% top0.5% 0.92362% top1% 1.78418%
+[2026-10-08T15:37:42Z] p32-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.06527 largest 64 (item 0x122f) at +7.45 sigma smallest at -4.51; buckets64 chi2/dof 5.16785 largest 2475 (bucket 74) at +19.88 sigma smallest at -5.64
+[2026-10-08T15:37:44Z] p32-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 78 (bin 14647321) z_max +8.13 min 4 z_min -4.95 chi2/dof 2.37402 chi2_z +3979.60 top0.1% 0.19497% top0.5% 0.91368% top1% 1.76837%
+[2026-10-08T15:37:44Z] p32-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99955 largest +6.08 sigma; buckets64 chi2/dof 1.00229 largest +4.56 smallest -4.56
+[2026-10-08T15:37:44Z] 6-sigma p32-attack-f8 items buckets64 against the window density: largest bucket +19.88 sigma, smallest -5.64 -> FLAGGED (beyond 6 sigma)
+[2026-10-08T15:37:44Z] hot-set p32-attack-f8 items (windowed control): f 0.1% S_f 0.19780% E_f(control) 0.19497% X_f +0.00283% X_f/f +0.0283 -> no hot set
+[2026-10-08T15:37:44Z] hot-set p32-attack-f8 items (windowed control): f 0.5% S_f 0.92362% E_f(control) 0.91368% X_f +0.00994% X_f/f +0.0199 -> no hot set
+[2026-10-08T15:37:44Z] hot-set p32-attack-f8 items (windowed control): f 1.0% S_f 1.78418% E_f(control) 1.76837% X_f +0.01581% X_f/f +0.0158 -> no hot set
+[2026-10-08T15:37:44Z] hot-set p32-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:37:44Z] p32-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 67 (bin 1194151) z_max +6.19 min 8 z_min -4.24 chi2/dof 0.99933 chi2_z -1.95 top0.1% 0.16454% top0.5% 0.77411% top1% 1.50100%
+[2026-10-08T15:37:44Z] hot-set p32-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.19780% E_f(control) 0.16454% X_f +0.03327% X_f/f +0.3327 -> no hot set
+[2026-10-08T15:37:44Z] hot-set p32-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.92362% E_f(control) 0.77411% X_f +0.14951% X_f/f +0.2990 -> no hot set
+[2026-10-08T15:37:44Z] hot-set p32-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.78418% E_f(control) 1.50100% X_f +0.28319% X_f/f +0.2832 -> no hot set
+[2026-10-08T15:37:44Z] hot-set p32-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:37:44Z] ratio p32-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0145x / 1.0109x / 1.0089x (gate 1.2x at 0.1%: within); over the FLAT control 1.2022x / 1.1931x / 1.1887x
+[2026-10-08T15:37:46Z] attribution: hot threshold count >= 61 marks 19179 items (0.1143% of items) holding 1208471 reads (0.2251% of reads); top 8 items t=0xc01e2e:81 t=0xf79daa:79 t=0xcb8fb2:79 t=0xf698f8:77 t=0xee10ef:77 t=0xec003d:77 t=0xe70086:77 t=0xe01e91:77
+[2026-10-08T15:37:55Z] attribution: reads on hot items per position (flat expectation 0.1143% of each position's 4194304 reads); the 24 largest: p80(it5 s0)=0.661% p64(it4 s0)=0.661% p32(it2 s0)=0.659% p24(it1 s8)=0.659% p120(it7 s8)=0.659% p88(it5 s8)=0.658% p16(it1 s0)=0.657% p40(it2 s8)=0.656% p0(it0 s0)=0.655% p112(it7 s0)=0.654% p8(it0 s8)=0.653% p72(it4 s8)=0.652% p48(it3 s0)=0.652% p104(it6 s8)=0.651% p96(it6 s0)=0.651% p56(it3 s8)=0.649% p84(it5 s4)=0.335% p90(it5 s10)=0.335% p26(it1 s10)=0.335% p100(it6 s4)=0.334% p58(it3 s10)=0.334% p74(it4 s10)=0.332% p52(it3 s4)=0.332% p20(it1 s4)=0.331%
+[2026-10-08T15:37:55Z] attribution: hot reads by iteration it0=0.225% it1=0.226% it2=0.225% it3=0.225% it4=0.225% it5=0.226% it6=0.225% it7=0.225% ; by site s0=0.656% s1=0.000% s2=0.167% s3=0.166% s4=0.330% s5=0.166% s6=0.009% s7=0.166% s8=0.655% s9=0.166% s10=0.332% s11=0.165% s12=0.292% s13=0.000% s14=0.166% s15=0.166%
+[2026-10-08T15:37:55Z] site 0 (instr 3, src r2, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.6564% (flat expectation 0.1143%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:37:55Z] site 1 (instr 5, src r6, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1143%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:37:55Z] site 2 (instr 8, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1668% (flat expectation 0.1143%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:37:55Z] site 3 (instr 10, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1657% (flat expectation 0.1143%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:37:55Z] site 4 (instr 15, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3303% (flat expectation 0.1143%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:37:55Z] site 5 (instr 19, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1658% (flat expectation 0.1143%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:37:55Z] site 6 (instr 20, src r0, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0087% (flat expectation 0.1143%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:37:55Z] site 7 (instr 26, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1665% (flat expectation 0.1143%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:37:55Z] site 8 (instr 30, src r0, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.6547% (flat expectation 0.1143%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:37:55Z] site 9 (instr 35, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1662% (flat expectation 0.1143%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:37:55Z] site 10 (instr 41, src r4, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3320% (flat expectation 0.1143%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:37:55Z] site 11 (instr 43, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1653% (flat expectation 0.1143%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:37:55Z] site 12 (instr 47, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2916% (flat expectation 0.1143%); index entropy 15.710 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0103% (window expectation 0.0015%)
+[2026-10-08T15:37:55Z] site 13 (instr 50, src r2, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1143%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:37:55Z] site 14 (instr 53, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1656% (flat expectation 0.1143%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:37:55Z] site 15 (instr 61, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1660% (flat expectation 0.1143%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:37:55Z] attribution: item 0xc01e2e (81 reads) read from positions p8(it0 s8)x4 p25(it1 s9)x3 p28(it1 s12)x3 p42(it2 s10)x3 p44(it2 s12)x3 p80(it5 s0)x3 p88(it5 s8)x3 p124(it7 s12)x2 p10(it0 s10)x2 p16(it1 s0)x2 p24(it1 s8)x2 p68(it4 s4)x2
+[2026-10-08T15:37:55Z] attribution: item 0xf79daa (79 reads) read from positions p32(it2 s0)x5 p40(it2 s8)x5 p80(it5 s0)x3 p16(it1 s0)x3 p47(it2 s15)x3 p64(it4 s0)x3 p72(it4 s8)x2 p123(it7 s11)x2 p56(it3 s8)x2 p26(it1 s10)x2 p75(it4 s11)x2 p84(it5 s4)x2
+[2026-10-08T15:37:55Z] attribution: item 0xcb8fb2 (79 reads) read from positions p48(it3 s0)x4 p68(it4 s4)x4 p80(it5 s0)x4 p120(it7 s8)x3 p32(it2 s0)x3 p74(it4 s10)x3 p104(it6 s8)x3 p28(it1 s12)x2 p35(it2 s3)x2 p36(it2 s4)x2 p37(it2 s5)x2 p39(it2 s7)x2
+[2026-10-08T15:37:55Z] attribution: item 0xf698f8 (77 reads) read from positions p104(it6 s8)x6 p96(it6 s0)x5 p80(it5 s0)x4 p8(it0 s8)x3 p24(it1 s8)x3 p40(it2 s8)x3 p100(it6 s4)x3 p4(it0 s4)x2 p120(it7 s8)x2 p37(it2 s5)x2 p11(it0 s11)x2 p44(it2 s12)x2
+[2026-10-08T15:37:55Z] attribution: item 0xee10ef (77 reads) read from positions p88(it5 s8)x4 p0(it0 s0)x4 p8(it0 s8)x3 p12(it0 s12)x3 p48(it3 s0)x3 p64(it4 s0)x3 p68(it4 s4)x3 p95(it5 s15)x3 p96(it6 s0)x3 p122(it7 s10)x2 p15(it0 s15)x2 p16(it1 s0)x2
+[2026-10-08T15:37:55Z] attribution: item 0xec003d (77 reads) read from positions p56(it3 s8)x5 p112(it7 s0)x4 p124(it7 s12)x3 p60(it3 s12)x3 p80(it5 s0)x3 p88(it5 s8)x3 p0(it0 s0)x2 p15(it0 s15)x2 p32(it2 s0)x2 p44(it2 s12)x2 p58(it3 s10)x2 p64(it4 s0)x2
+[2026-10-08T15:37:55Z] attribution: item 0xe70086 (77 reads) read from positions p96(it6 s0)x6 p56(it3 s8)x4 p112(it7 s0)x3 p72(it4 s8)x3 p80(it5 s0)x3 p0(it0 s0)x3 p10(it0 s10)x2 p16(it1 s0)x2 p31(it1 s15)x2 p32(it2 s0)x2 p35(it2 s3)x2 p47(it2 s15)x2
+[2026-10-08T15:37:55Z] attribution: item 0xe01e91 (77 reads) read from positions p8(it0 s8)x5 p12(it0 s12)x3 p36(it2 s4)x3 p40(it2 s8)x3 p44(it2 s12)x3 p46(it2 s14)x3 p48(it3 s0)x3 p60(it3 s12)x3 p110(it6 s14)x3 p124(it7 s12)x2 p24(it1 s8)x2 p50(it3 s2)x2
+[2026-10-08T15:37:55Z] hottest item p32-attack-f8 (0xc01e2e): 81 reads (0.0000% of all); predicted source none
+[2026-10-08T15:37:55Z] program p32-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) FLAGGED; hot-set clear; verdict FLAGGED
+[2026-10-08T15:38:00Z] program p33-attack-f8: epoch seed 89a8f48f468a8673ddfc9624d7f7f9f6355e7a827e94e2093ff7832640243afd era seed 2dd8c4a6f6b3216c4bc88647a94277d32a8a35cafe374968935311c1d6150c6d id 3f688877892e0573 attempt 4 class mx8-erae8a44951+sh256x27+state op mix load=16 mad=8 xor=7 mul=6 shfl=6 add=5 rotr=5 sub=4 rotl=3 mulhi=2 or=2; era stride mul 0x3e376d09 rot 6 interleave [0, 3, 4, 9] windows 1:2:0 3:2:1 8:0:0 19:0:0 22:1:1 25:2:2 28:1:1 30:1:0 39:1:1 41:2:1 42:0:0 47:2:0 51:2:1 52:1:1 55:2:1 63:1:1
+[2026-10-08T15:38:00Z] window layer: site item windows (first, items) (0x0,2^22) (0x400000,2^22) (0x0,2^24) (0x0,2^24) (0x800000,2^23) (0x800000,2^22) (0x800000,2^23) (0x0,2^23) (0x800000,2^23) (0x400000,2^22) (0x0,2^24) (0x0,2^22) (0x400000,2^22) (0x800000,2^23) (0x400000,2^22) (0x800000,2^23); expected reads per item by quarter 26.000 42.000 34.000 26.000 (flat uniform 32.000)
+[2026-10-08T15:38:20Z] 131072 warps (4194304 nonces) interpreted in 20.8 s (2.535 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:38:20Z] p33-attack-f8 distinct lines per hash: n 4194304 min 1014 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8708
+[2026-10-08T15:38:20Z] p33-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:38:20Z] p33-attack-f8 distinct lines per warp: n 131072 min 32570 p1 32605 median 32637 p99 32664 max 32684 mean 32636.1541
+[2026-10-08T15:38:20Z] p33-attack-f8 distinct items per warp: n 131072 min 4089 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4708
+[2026-10-08T15:38:20Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:38:20Z] positions: largest hi16-bucket (256 items) share 0.0080% at p32 (iteration 2, site 0, instr 1); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 1)
+[2026-10-08T15:38:20Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p77 (site 13, instr 52); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:38:21Z] p33-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 100 (bin 3145735) z_max +12.02 min 2 z_min -5.30 chi2/dof 2.85917 chi2_z +5384.75 top0.1% 0.20879% top0.5% 0.96159% top1% 1.84873%
+[2026-10-08T15:38:21Z] p33-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.57006 largest 100 (item 0x300007) at +14.51 sigma smallest at -4.71; buckets64 chi2/dof 1.15737 largest 1997 (bucket 41984) at +8.16 sigma smallest at -4.83
+[2026-10-08T15:38:22Z] p33-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 78 (bin 5225915) z_max +8.13 min 5 z_min -4.77 chi2/dof 2.37496 chi2_z +3982.31 top0.1% 0.19517% top0.5% 0.91408% top1% 1.76894%
+[2026-10-08T15:38:22Z] p33-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99995 largest +6.00 sigma; buckets64 chi2/dof 0.99880 largest +4.34 smallest -4.44
+[2026-10-08T15:38:22Z] 6-sigma p33-attack-f8 items buckets64 against the window density: largest bucket +8.16 sigma, smallest -4.83 -> FLAGGED (beyond 6 sigma)
+[2026-10-08T15:38:22Z] hot-set p33-attack-f8 items (windowed control): f 0.1% S_f 0.20879% E_f(control) 0.19517% X_f +0.01362% X_f/f +0.1362 -> no hot set
+[2026-10-08T15:38:22Z] hot-set p33-attack-f8 items (windowed control): f 0.5% S_f 0.96159% E_f(control) 0.91408% X_f +0.04751% X_f/f +0.0950 -> no hot set
+[2026-10-08T15:38:22Z] hot-set p33-attack-f8 items (windowed control): f 1.0% S_f 1.84873% E_f(control) 1.76894% X_f +0.07979% X_f/f +0.0798 -> no hot set
+[2026-10-08T15:38:22Z] hot-set p33-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:38:23Z] p33-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 67 (bin 3441971) z_max +6.19 min 7 z_min -4.42 chi2/dof 0.99962 chi2_z -1.10 top0.1% 0.16448% top0.5% 0.77414% top1% 1.50103%
+[2026-10-08T15:38:23Z] hot-set p33-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.20879% E_f(control) 0.16448% X_f +0.04431% X_f/f +0.4431 -> no hot set
+[2026-10-08T15:38:23Z] hot-set p33-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.96159% E_f(control) 0.77414% X_f +0.18745% X_f/f +0.3749 -> no hot set
+[2026-10-08T15:38:23Z] hot-set p33-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.84873% E_f(control) 1.50103% X_f +0.34770% X_f/f +0.3477 -> no hot set
+[2026-10-08T15:38:23Z] hot-set p33-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:38:23Z] ratio p33-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0698x / 1.0520x / 1.0451x (gate 1.2x at 0.1%: within); over the FLAT control 1.2694x / 1.2421x / 1.2316x
+[2026-10-08T15:38:24Z] attribution: hot threshold count >= 64 marks 17404 items (0.1037% of items) holding 1161048 reads (0.2163% of reads); top 8 items t=0x300007:100 t=0x040000:96 t=0x000003:96 t=0x000005:94 t=0x340000:93 t=0x050001:93 t=0x0f0002:91 t=0x380004:90
+[2026-10-08T15:38:32Z] attribution: reads on hot items per position (flat expectation 0.1037% of each position's 4194304 reads); the 24 largest: p39(it2 s7)=0.746% p87(it5 s7)=0.744% p71(it4 s7)=0.743% p119(it7 s7)=0.743% p103(it6 s7)=0.742% p7(it0 s7)=0.741% p23(it1 s7)=0.740% p55(it3 s7)=0.740% p64(it4 s0)=0.520% p16(it1 s0)=0.515% p112(it7 s0)=0.515% p32(it2 s0)=0.514% p48(it3 s0)=0.511% p96(it6 s0)=0.508% p80(it5 s0)=0.507% p9(it0 s9)=0.428% p62(it3 s14)=0.428% p60(it3 s12)=0.427% p121(it7 s9)=0.426% p1(it0 s1)=0.425% p73(it4 s9)=0.424% p89(it5 s9)=0.424% p49(it3 s1)=0.423% p30(it1 s14)=0.423%
+[2026-10-08T15:38:32Z] attribution: hot reads by iteration it0=0.197% it1=0.218% it2=0.219% it3=0.220% it4=0.219% it5=0.219% it6=0.218% it7=0.219% ; by site s0=0.467% s1=0.420% s2=0.142% s3=0.141% s4=0.000% s5=0.001% s6=0.000% s7=0.743% s8=0.000% s9=0.422% s10=0.141% s11=0.143% s12=0.420% s13=0.000% s14=0.421% s15=0.000%
+[2026-10-08T15:38:32Z] site 0 (instr 1, src r4, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.4671% (flat expectation 0.1037%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:38:32Z] site 1 (instr 3, src r3, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.4196% (flat expectation 0.1037%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:38:32Z] site 2 (instr 8, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1423% (flat expectation 0.1037%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:38:32Z] site 3 (instr 19, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1408% (flat expectation 0.1037%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:38:32Z] site 4 (instr 22, src r0, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0003% (flat expectation 0.1037%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:38:32Z] site 5 (instr 25, src r4, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0006% (flat expectation 0.1037%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:38:32Z] site 6 (instr 28, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0003% (flat expectation 0.1037%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:38:32Z] site 7 (instr 30, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.7425% (flat expectation 0.1037%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:38:32Z] site 8 (instr 39, src r4, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0003% (flat expectation 0.1037%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:38:32Z] site 9 (instr 41, src r6, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.4215% (flat expectation 0.1037%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:38:32Z] site 10 (instr 42, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1412% (flat expectation 0.1037%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:38:32Z] site 11 (instr 47, src r7, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.1428% (flat expectation 0.1037%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:38:32Z] site 12 (instr 51, src r3, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.4198% (flat expectation 0.1037%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:38:32Z] site 13 (instr 52, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0003% (flat expectation 0.1037%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:38:32Z] site 14 (instr 55, src r3, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.4205% (flat expectation 0.1037%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:38:32Z] site 15 (instr 63, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0003% (flat expectation 0.1037%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:38:32Z] attribution: item 0x300007 (100 reads) read from positions p48(it3 s0)x8 p64(it4 s0)x8 p96(it6 s0)x8 p32(it2 s0)x7 p103(it6 s7)x6 p55(it3 s7)x5 p112(it7 s0)x5 p119(it7 s7)x5 p75(it4 s11)x4 p80(it5 s0)x4 p87(it5 s7)x4 p16(it1 s0)x3
+[2026-10-08T15:38:32Z] attribution: item 0x040000 (96 reads) read from positions p16(it1 s0)x7 p32(it2 s0)x7 p48(it3 s0)x7 p87(it5 s7)x7 p96(it6 s0)x7 p112(it7 s0)x7 p39(it2 s7)x6 p71(it4 s7)x6 p80(it5 s0)x5 p64(it4 s0)x4 p7(it0 s7)x3 p55(it3 s7)x3
+[2026-10-08T15:38:32Z] attribution: item 0x000003 (96 reads) read from positions p96(it6 s0)x9 p7(it0 s7)x7 p64(it4 s0)x7 p48(it3 s0)x6 p71(it4 s7)x6 p80(it5 s0)x6 p87(it5 s7)x6 p32(it2 s0)x5 p39(it2 s7)x5 p55(it3 s7)x5 p16(it1 s0)x4 p112(it7 s0)x4
+[2026-10-08T15:38:32Z] attribution: item 0x000005 (94 reads) read from positions p32(it2 s0)x8 p16(it1 s0)x7 p71(it4 s7)x7 p80(it5 s0)x7 p112(it7 s0)x7 p96(it6 s0)x6 p64(it4 s0)x5 p103(it6 s7)x5 p23(it1 s7)x4 p48(it3 s0)x4 p119(it7 s7)x4 p123(it7 s11)x4
+[2026-10-08T15:38:32Z] attribution: item 0x340000 (93 reads) read from positions p80(it5 s0)x12 p48(it3 s0)x11 p55(it3 s7)x9 p16(it1 s0)x7 p96(it6 s0)x7 p64(it4 s0)x6 p112(it7 s0)x6 p103(it6 s7)x5 p11(it0 s11)x4 p23(it1 s7)x4 p71(it4 s7)x3 p7(it0 s7)x2
+[2026-10-08T15:38:32Z] attribution: item 0x050001 (93 reads) read from positions p64(it4 s0)x13 p32(it2 s0)x10 p96(it6 s0)x9 p16(it1 s0)x7 p48(it3 s0)x5 p71(it4 s7)x5 p80(it5 s0)x5 p103(it6 s7)x5 p39(it2 s7)x4 p112(it7 s0)x4 p55(it3 s7)x3 p87(it5 s7)x3
+[2026-10-08T15:38:32Z] attribution: item 0x0f0002 (91 reads) read from positions p64(it4 s0)x10 p48(it3 s0)x9 p96(it6 s0)x8 p87(it5 s7)x6 p16(it1 s0)x5 p80(it5 s0)x5 p32(it2 s0)x4 p39(it2 s7)x4 p55(it3 s7)x4 p11(it0 s11)x3 p23(it1 s7)x3 p43(it2 s11)x3
+[2026-10-08T15:38:32Z] attribution: item 0x380004 (90 reads) read from positions p16(it1 s0)x8 p48(it3 s0)x8 p96(it6 s0)x8 p23(it1 s7)x6 p32(it2 s0)x6 p80(it5 s0)x6 p112(it7 s0)x6 p64(it4 s0)x5 p87(it5 s7)x5 p39(it2 s7)x4 p119(it7 s7)x4 p7(it0 s7)x3
+[2026-10-08T15:38:32Z] hottest item p33-attack-f8 (0x300007): 100 reads (0.0000% of all); predicted source none
+[2026-10-08T15:38:32Z] program p33-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) FLAGGED; hot-set clear; verdict FLAGGED
+[2026-10-08T15:38:33Z] SEED p18-attack-f8 id 1e95a8ea53e77cbc attempt 9 S0.1 0.20282% null0.1 0.20273% ratio 1.0004x S1.0 1.84000% null1.0 1.83967% hottest 0x9b1333:85 source none by-site s0=0.000% s1=0.148% s2=0.149% s3=0.000% s4=0.000% s5=0.595% s6=0.298% s7=0.596% s8=0.149% s9=0.000% s10=0.596% s11=0.000% s12=0.150% s13=0.298% s14=0.000% s15=0.300%
+[2026-10-08T15:38:33Z] SEED p19-attack-f8 id a50a2c43f99366d9 attempt 2 S0.1 0.22579% null0.1 0.22567% ratio 1.0005x S1.0 2.05985% null1.0 2.05906% hottest 0x006560:89 source none by-site s0=0.000% s1=0.319% s2=0.159% s3=0.626% s4=0.318% s5=0.000% s6=0.000% s7=0.008% s8=0.000% s9=0.319% s10=0.319% s11=0.626% s12=0.628% s13=0.009% s14=0.318% s15=0.318%
+[2026-10-08T15:38:33Z] SEED p20-attack-f8 id cdaac8ae56321c87 attempt 2 S0.1 0.21129% null0.1 0.21107% ratio 1.0010x S1.0 1.92731% null1.0 1.92674% hottest 0xa16b0d:84 source none by-site s0=0.696% s1=0.348% s2=0.097% s3=0.198% s4=0.200% s5=0.696% s6=0.197% s7=0.048% s8=0.048% s9=0.199% s10=0.198% s11=0.098% s12=0.097% s13=0.348% s14=0.348% s15=0.696%
+[2026-10-08T15:38:33Z] SEED p21-attack-f8 id 49b8e63ef8610284 attempt 3 S0.1 0.18742% null0.1 0.18748% ratio 0.9996x S1.0 1.69732% null1.0 1.69708% hottest 0x04d9c5:76 source none by-site s0=0.168% s1=0.005% s2=0.332% s3=0.167% s4=0.000% s5=0.167% s6=0.660% s7=0.662% s8=0.005% s9=0.167% s10=0.004% s11=0.003% s12=0.332% s13=0.168% s14=0.330% s15=0.168%
+[2026-10-08T15:38:33Z] SEED p22-attack-f8 id 03966792f9802981 attempt 1 S0.1 0.21893% null0.1 0.21809% ratio 1.0038x S1.0 1.99142% null1.0 1.98578% hottest 0x29859d:87 source none by-site s0=0.296% s1=0.000% s2=0.000% s3=0.000% s4=0.148% s5=0.148% s6=0.622% s7=0.298% s8=0.000% s9=0.594% s10=0.000% s11=0.149% s12=0.295% s13=0.296% s14=0.149% s15=0.596%
+[2026-10-08T15:38:33Z] SEED p23-attack-f8 id 1af666a6e9b8cbae attempt 1 S0.1 0.17273% null0.1 0.17277% ratio 0.9998x S1.0 1.56600% null1.0 1.56639% hottest 0xecc7b9:74 source none by-site s0=0.212% s1=0.213% s2=0.354% s3=0.708% s4=0.354% s5=0.212% s6=0.071% s7=0.214% s8=0.072% s9=0.213% s10=0.354% s11=0.213% s12=0.070% s13=0.354% s14=0.072% s15=0.072%
+[2026-10-08T15:38:33Z] SEED p24-attack-f8 id 26b29ff6d55f60aa attempt 1 S0.1 0.17271% null0.1 0.17269% ratio 1.0001x S1.0 1.56646% null1.0 1.56638% hottest 0x778bb5:70 source none by-site s0=0.215% s1=0.358% s2=0.070% s3=0.358% s4=0.359% s5=0.070% s6=0.358% s7=0.215% s8=0.215% s9=0.214% s10=0.714% s11=0.214% s12=0.070% s13=0.069% s14=0.070% s15=0.215%
+[2026-10-08T15:38:33Z] SEED p25-attack-f8 id a28673ddb0dc0717 attempt 2 S0.1 0.24061% null0.1 0.24071% ratio 0.9996x S1.0 2.20022% null1.0 2.20070% hottest 0xcfdff6:94 source none by-site s0=0.000% s1=0.000% s2=0.391% s3=0.195% s4=0.779% s5=0.780% s6=0.779% s7=0.000% s8=0.000% s9=0.780% s10=0.390% s11=0.195% s12=0.000% s13=0.194% s14=0.388% s15=0.390%
+[2026-10-08T15:38:33Z] SEED p26-attack-f8 id cdf6ff5184868867 attempt 1 S0.1 0.22779% null0.1 0.22550% ratio 1.0102x S1.0 2.07219% null1.0 2.05851% hottest 0xc07d43:90 source none by-site s0=0.376% s1=0.377% s2=0.300% s3=0.187% s4=0.376% s5=0.736% s6=0.377% s7=0.016% s8=0.187% s9=0.378% s10=0.377% s11=0.735% s12=0.000% s13=0.189% s14=0.188% s15=0.000%
+[2026-10-08T15:38:33Z] SEED p27-attack-f8 id 809ba38d5512cb5c attempt 6 S0.1 0.20988% null0.1 0.20279% ratio 1.0350x S1.0 1.88522% null1.0 1.84134% hottest 0x3805be:89 source none by-site s0=0.390% s1=0.420% s2=0.391% s3=0.194% s4=0.194% s5=0.505% s6=0.192% s7=0.000% s8=0.016% s9=0.387% s10=0.194% s11=0.758% s12=0.756% s13=0.000% s14=0.195% s15=0.000%
+[2026-10-08T15:38:33Z] SEED p28-attack-f8 id 6506cf5e63ef37dc attempt 0 S0.1 0.18752% null0.1 0.18750% ratio 1.0001x S1.0 1.69777% null1.0 1.69741% hottest 0x61af2a:78 source none by-site s0=0.003% s1=0.169% s2=0.669% s3=0.168% s4=0.168% s5=0.169% s6=0.004% s7=0.333% s8=0.003% s9=0.169% s10=0.000% s11=0.667% s12=0.004% s13=0.169% s14=0.667% s15=0.003%
+[2026-10-08T15:38:33Z] SEED p29-attack-f8 id 78716cda262eb1eb attempt 0 S0.1 0.17717% null0.1 0.17654% ratio 1.0036x S1.0 1.60991% null1.0 1.60338% hottest 0x078a43:77 source none by-site s0=0.333% s1=0.165% s2=0.164% s3=0.166% s4=0.169% s5=0.169% s6=0.166% s7=0.165% s8=0.165% s9=0.168% s10=0.185% s11=0.165% s12=0.171% s13=0.167% s14=0.329% s15=0.165%
+[2026-10-08T15:38:33Z] SEED p30-attack-f8 id 362e9f9a84d948d8 attempt 0 S0.1 0.22563% null0.1 0.22554% ratio 1.0004x S1.0 2.05777% null1.0 2.05708% hottest 0x127c26:94 source none by-site s0=0.626% s1=0.156% s2=0.624% s3=0.000% s4=0.157% s5=0.624% s6=0.156% s7=0.156% s8=0.312% s9=0.157% s10=0.156% s11=0.158% s12=0.000% s13=0.156% s14=0.156% s15=0.312%
+[2026-10-08T15:38:33Z] SEED p31-attack-f8 id 2fd898efc601fd9b attempt 4 S0.1 0.16465% null0.1 0.16468% ratio 0.9998x S1.0 1.50121% null1.0 1.50172% hottest 0x8febde:67 source none by-site s0=0.192% s1=0.193% s2=0.192% s3=0.191% s4=0.194% s5=0.199% s6=0.193% s7=0.192% s8=0.194% s9=0.194% s10=0.196% s11=0.195% s12=0.192% s13=0.199% s14=0.188% s15=0.197%
+[2026-10-08T15:38:33Z] SEED p32-attack-f8 id 9e2df64c348c5a72 attempt 6 S0.1 0.19780% null0.1 0.19497% ratio 1.0145x S1.0 1.78418% null1.0 1.76837% hottest 0xc01e2e:81 source none by-site s0=0.656% s1=0.000% s2=0.167% s3=0.166% s4=0.330% s5=0.166% s6=0.009% s7=0.166% s8=0.655% s9=0.166% s10=0.332% s11=0.165% s12=0.292% s13=0.000% s14=0.166% s15=0.166%
+[2026-10-08T15:38:33Z] SEED p33-attack-f8 id 3f688877892e0573 attempt 4 S0.1 0.20879% null0.1 0.19517% ratio 1.0698x S1.0 1.84873% null1.0 1.76894% hottest 0x300007:100 source none by-site s0=0.467% s1=0.420% s2=0.142% s3=0.141% s4=0.000% s5=0.001% s6=0.000% s7=0.743% s8=0.000% s9=0.422% s10=0.141% s11=0.143% s12=0.420% s13=0.000% s14=0.421% s15=0.000%
+[2026-10-08T15:38:33Z] CENSUS PASS: 16 seeds at 4194304 nonces, 0 over 1.2x of the window model at the top 0.1%
+[2026-10-08T15:38:33Z] SEED CENSUS: 16 programs at 4194304 nonces each: hot set (X_f >= f, windowed control) in 0; top 0.1% beyond 1.2x of the window-model control in 0; windowed buckets64 beyond 6 sigma in 5; acceptance-style most-repeated address at one position >= 3 / 11 / 21 of 2048 in 0 / 0 / 0; saturated sources at one position >= 3 / 11 / 21 of 2048 in 0 / 0 / 0
+[2026-10-08T15:38:33Z] SEED CENSUS top: p33-attack-f8 id 3f688877892e0573 attempt 4 ratio_0.1% window 1.070x flat 1.269x X_0.1% +0.0136% X_1% +0.0798% hot 0 z_w +8.2 max bucket share 0.0080% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:38:33Z] SEED CENSUS top: p27-attack-f8 id 809ba38d5512cb5c attempt 6 ratio_0.1% window 1.035x flat 1.275x X_0.1% +0.0071% X_1% +0.0439% hot 0 z_w +20.4 max bucket share 0.0127% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:38:33Z] SEED CENSUS top: p32-attack-f8 id 9e2df64c348c5a72 attempt 6 ratio_0.1% window 1.015x flat 1.202x X_0.1% +0.0028% X_1% +0.0158% hot 0 z_w +19.9 max bucket share 0.0112% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:38:33Z] SEED CENSUS top: p26-attack-f8 id cdf6ff5184868867 attempt 1 ratio_0.1% window 1.010x flat 1.384x X_0.1% +0.0023% X_1% +0.0137% hot 0 z_w +20.4 max bucket share 0.0099% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:38:33Z] SEED CENSUS top: p22-attack-f8 id 03966792f9802981 attempt 1 ratio_0.1% window 1.004x flat 1.331x X_0.1% +0.0008% X_1% +0.0056% hot 0 z_w +6.3 max bucket share 0.0087% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:38:33Z] SEED CENSUS top: p29-attack-f8 id 78716cda262eb1eb attempt 0 ratio_0.1% window 1.004x flat 1.076x X_0.1% +0.0006% X_1% +0.0065% hot 0 z_w +5.4 max bucket share 0.0080% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:38:33Z] SEED CENSUS top: p20-attack-f8 id cdaac8ae56321c87 attempt 2 ratio_0.1% window 1.001x flat 1.284x X_0.1% +0.0002% X_1% +0.0006% hot 0 z_w +4.3 max bucket share 0.0080% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:38:33Z] SEED CENSUS top: p19-attack-f8 id a50a2c43f99366d9 attempt 2 ratio_0.1% window 1.001x flat 1.372x X_0.1% +0.0001% X_1% +0.0008% hot 0 z_w +4.7 max bucket share 0.0080% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:38:33Z] SEED CENSUS top: p30-attack-f8 id 362e9f9a84d948d8 attempt 0 ratio_0.1% window 1.000x flat 1.371x X_0.1% +0.0001% X_1% +0.0007% hot 0 z_w +5.2 max bucket share 0.0078% max sat share 0.0000% acc addr 1 acc sat 0
+[2026-10-08T15:38:33Z] SEED CENSUS top: p18-attack-f8 id 1e95a8ea53e77cbc attempt 9 ratio_0.1% window 1.000x flat 1.232x X_0.1% +0.0001% X_1% +0.0003% hot 0 z_w +4.8 max bucket share 0.0080% max sat share 0.0000% acc addr 2 acc sat 0
+Terminated
+lease: released 16 pool cores after 562 s, exit 0

docs/analysis/class-v6/logs/census-packs/ctl-v5-node1/run.txt

@@ -0,0 +1 @@
+# control: class v5 on the node1 state, Devnet 3 genesis epoch, day 20730, the same 16 seeds p18 to p33 at 2^22 as the packs

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/census.tsv

@@ -0,0 +1,259 @@
+# census class mx8+sh256x27+state eras [0] seeds 256 era-widths 4 state /srv/builds/v6-census/packs/v5-dn3-epoch0/state.igsd1 erahex 4020cb4382e3fe4b281c817c02582e147d8f851f566ae9172b28912b8e68b925 weights base bittest off bin d2312aa3effc1e9f start 2026-10-08T14:40:06Z host igneum-build-4 threads 16
+cand	era	seed	candidates	accepted	attempt	bit_z	bit_site	bit_bit	reasons
+census	0	2	4	1	3	nan	-	-	a'=3;
+census	0	8	3	1	2	3.1	14	15	a'=2;
+census	0	0	1	1	0	2.8	4	5	
+census	0	4	1	1	0	nan	-	-	
+census	0	13	2	1	1	2.8	10	21	a=1;
+census	0	1	3	1	2	nan	-	-	a'=2;
+census	0	12	1	1	0	nan	-	-	
+census	0	3	1	1	0	12.1	3	9	
+census	0	7	1	1	0	nan	-	-	
+census	0	6	9	1	8	nan	-	-	a'=7;a=1;
+census	0	15	2	1	1	nan	-	-	b=1;
+census	0	11	2	1	1	nan	-	-	a'=1;
+census	0	10	1	1	0	nan	-	-	
+census	0	9	7	1	6	nan	-	-	a'=5;a=1;
+census	0	5	3	1	2	nan	-	-	a'=2;
+census	0	16	9	1	8	nan	-	-	a'=5;a=2;b=1;
+census	0	17	1	1	0	nan	-	-	
+census	0	18	5	1	4	56.7	1	9	a'=3;a=1;
+census	0	14	6	1	5	nan	-	-	a'=2;c'''=1;c''=1;a=1;
+census	0	20	8	1	7	3.3	1	18	a'=5;a=2;
+census	0	29	1	1	0	nan	-	-	
+census	0	25	1	1	0	39.1	4	9	
+census	0	27	9	1	8	nan	-	-	a'=7;a=1;
+census	0	22	9	1	8	3.7	9	18	a'=5;a=2;c''=1;
+census	0	21	1	1	0	nan	-	-	
+census	0	23	3	1	2	nan	-	-	a'=2;
+census	0	28	2	1	1	nan	-	-	a'=1;
+census	0	24	8	1	7	nan	-	-	a'=7;
+census	0	26	2	1	1	4.7	10	6	a'=1;
+census	0	30	3	1	2	3.6	15	8	a'=2;
+census	0	32	1	1	0	2.9	10	16	
+census	0	31	1	1	0	nan	-	-	
+census	0	19	10	1	9	nan	-	-	a'=5;a=2;c''=1;b=1;
+census	0	34	1	1	0	nan	-	-	
+census	0	35	2	1	1	nan	-	-	a'=1;
+census	0	33	1	1	0	nan	-	-	
+census	0	37	2	1	1	nan	-	-	a'=1;
+census	0	45	2	1	1	nan	-	-	a'=1;
+census	0	36	3	1	2	nan	-	-	a'=2;
+census	0	44	1	1	0	nan	-	-	
+census	0	42	10	1	9	nan	-	-	a'=9;
+census	0	40	4	1	3	nan	-	-	a'=3;
+census	0	39	3	1	2	nan	-	-	a'=2;
+census	0	41	1	1	0	nan	-	-	
+census	0	47	9	1	8	nan	-	-	a'=7;a=1;
+census	0	46	14	1	13	nan	-	-	a'=10;a=2;b=1;
+census	0	43	1	1	0	3.4	10	23	
+census	0	49	1	1	0	2.8	8	16	
+census	0	52	2	1	1	nan	-	-	a'=1;
+census	0	38	5	1	4	nan	-	-	a'=3;c'''=1;
+census	0	50	1	1	0	nan	-	-	
+census	0	48	2	1	1	nan	-	-	a'=1;
+census	0	54	6	1	5	nan	-	-	a=3;a'=2;
+census	0	51	1	1	0	nan	-	-	
+census	0	53	1	1	0	nan	-	-	
+census	0	55	2	1	1	32.0	7	9	a'=1;
+census	0	56	1	1	0	3.5	12	18	
+census	0	57	1	1	0	3.6	12	24	
+census	0	58	1	1	0	nan	-	-	
+census	0	64	1	1	0	nan	-	-	
+census	0	60	2	1	1	3.3	0	15	a'=1;
+census	0	63	3	1	2	nan	-	-	c=1;a'=1;
+census	0	59	2	1	1	nan	-	-	a'=1;
+census	0	61	6	1	5	2.9	8	0	a'=4;a=1;
+census	0	62	5	1	4	2.6	8	10	a'=3;c=1;
+census	0	65	1	1	0	nan	-	-	
+census	0	66	1	1	0	nan	-	-	
+census	0	69	6	1	5	nan	-	-	a'=5;
+census	0	67	1	1	0	nan	-	-	
+census	0	68	9	1	8	nan	-	-	a'=4;a=2;c=1;b=1;
+census	0	75	1	1	0	nan	-	-	
+census	0	71	7	1	6	48.4	8	9	a'=6;
+census	0	77	1	1	0	3.1	15	6	
+census	0	73	1	1	0	nan	-	-	
+census	0	72	1	1	0	3.7	2	15	
+census	0	81	2	1	1	nan	-	-	a'=1;
+census	0	82	1	1	0	nan	-	-	
+census	0	74	2	1	1	nan	-	-	a'=1;
+census	0	83	2	1	1	nan	-	-	a'=1;
+census	0	79	3	1	2	nan	-	-	a'=2;
+census	0	76	5	1	4	nan	-	-	a=2;c'''=1;a'=1;
+census	0	78	11	1	10	nan	-	-	a'=10;
+census	0	70	16	1	15	15.2	7	9	a'=13;c'''=1;a=1;
+census	0	80	15	1	14	nan	-	-	a'=12;c''=1;a=1;
+census	0	84	2	1	1	2.8	9	0	a'=1;
+census	0	87	1	1	0	nan	-	-	
+census	0	85	2	1	1	nan	-	-	a'=1;
+census	0	88	2	1	1	nan	-	-	a'=1;
+census	0	91	4	1	3	4.4	7	13	a'=2;a=1;
+census	0	90	3	1	2	nan	-	-	a'=1;a=1;
+census	0	92	2	1	1	nan	-	-	a'=1;
+census	0	86	4	1	3	9.5	0	9	a'=3;
+census	0	89	1	1	0	nan	-	-	
+census	0	98	4	1	3	3.3	10	14	a'=3;
+census	0	93	3	1	2	nan	-	-	a'=2;
+census	0	94	3	1	2	nan	-	-	b=1;a'=1;
+census	0	97	1	1	0	nan	-	-	
+census	0	95	3	1	2	3.5	12	4	a'=2;
+census	0	102	7	1	6	3.1	5	25	a'=5;a=1;
+census	0	100	2	1	1	nan	-	-	a'=1;
+census	0	105	6	1	5	nan	-	-	a'=5;
+census	0	99	2	1	1	nan	-	-	c''=1;
+census	0	101	1	1	0	nan	-	-	
+census	0	106	2	1	1	nan	-	-	a'=1;
+census	0	104	1	1	0	nan	-	-	
+census	0	103	1	1	0	nan	-	-	
+census	0	96	3	1	2	3.0	4	2	c'''=1;a'=1;
+census	0	109	6	1	5	nan	-	-	a'=5;
+census	0	107	4	1	3	2.9	15	2	a'=3;
+census	0	108	1	1	0	nan	-	-	
+census	0	111	1	1	0	2.6	10	7	
+census	0	112	1	1	0	nan	-	-	
+census	0	116	1	1	0	nan	-	-	
+census	0	115	1	1	0	2.8	5	13	
+census	0	113	1	1	0	2.9	8	0	
+census	0	117	2	1	1	nan	-	-	a'=1;
+census	0	110	5	1	4	nan	-	-	a'=3;a=1;
+census	0	114	1	1	0	3.1	2	13	
+census	0	119	4	1	3	nan	-	-	a'=2;a=1;
+census	0	123	6	1	5	2.5	10	22	a'=4;a=1;
+census	0	122	2	1	1	nan	-	-	a'=1;
+census	0	118	3	1	2	nan	-	-	a'=1;a=1;
+census	0	124	2	1	1	3.1	4	0	a'=1;
+census	0	121	1	1	0	nan	-	-	
+census	0	128	5	1	4	3.6	8	20	a'=4;
+census	0	127	3	1	2	40.4	14	9	a'=1;a=1;
+census	0	131	2	1	1	nan	-	-	b=1;
+census	0	130	7	1	6	nan	-	-	a=4;a'=2;
+census	0	126	2	1	1	nan	-	-	a'=1;
+census	0	129	1	1	0	3.2	6	25	
+census	0	125	1	1	0	nan	-	-	
+census	0	120	11	1	10	nan	-	-	a'=6;a=2;c'''=1;b=1;
+census	0	134	3	1	2	nan	-	-	a'=2;
+census	0	132	1	1	0	nan	-	-	
+census	0	133	1	1	0	13.1	15	9	
+census	0	141	1	1	0	nan	-	-	
+census	0	142	3	1	2	4.4	3	23	a'=2;
+census	0	136	3	1	2	3.0	8	12	a'=2;
+census	0	137	8	1	7	28.1	2	9	a'=7;
+census	0	140	2	1	1	3.1	13	1	a'=1;
+census	0	144	3	1	2	nan	-	-	a'=1;a=1;
+census	0	139	2	1	1	nan	-	-	a'=1;
+census	0	138	3	1	2	nan	-	-	a'=1;a=1;
+census	0	148	5	1	4	nan	-	-	a'=3;a=1;
+census	0	145	5	1	4	nan	-	-	a'=3;b=1;
+census	0	146	1	1	0	nan	-	-	
+census	0	135	3	1	2	nan	-	-	c'''=1;a'=1;
+census	0	147	11	1	10	nan	-	-	a'=10;
+census	0	152	5	1	4	42.2	0	9	a'=4;
+census	0	153	3	1	2	6.2	0	9	a'=2;
+census	0	149	3	1	2	nan	-	-	a'=1;a=1;
+census	0	156	1	1	0	3.0	10	18	
+census	0	154	3	1	2	nan	-	-	a'=2;
+census	0	151	8	1	7	nan	-	-	a'=6;b=1;
+census	0	150	5	1	4	nan	-	-	a'=3;a=1;
+census	0	158	2	1	1	nan	-	-	a'=1;
+census	0	155	5	1	4	nan	-	-	a'=4;
+census	0	157	1	1	0	2.8	10	18	
+census	0	159	1	1	0	3.3	0	25	
+census	0	143	6	1	5	nan	-	-	a'=2;c'''=1;c''=1;a=1;
+census	0	163	2	1	1	nan	-	-	a'=1;
+census	0	162	3	1	2	nan	-	-	a'=2;
+census	0	160	2	1	1	3.5	0	17	a'=1;
+census	0	166	10	1	9	2.9	11	17	a'=6;a=3;
+census	0	167	2	1	1	nan	-	-	a'=1;
+census	0	161	9	1	8	3.1	0	20	a'=6;a=2;
+census	0	168	4	1	3	nan	-	-	a'=2;a=1;
+census	0	165	7	1	6	nan	-	-	a'=6;
+census	0	164	1	1	0	3.4	9	0	
+census	0	170	7	1	6	2.8	0	1	a'=5;c=1;
+census	0	169	2	1	1	nan	-	-	a'=1;
+census	0	175	4	1	3	nan	-	-	a'=2;a=1;
+census	0	176	6	1	5	nan	-	-	a'=5;
+census	0	171	1	1	0	nan	-	-	
+census	0	172	2	1	1	nan	-	-	a'=1;
+census	0	173	3	1	2	nan	-	-	b=1;a'=1;
+census	0	178	3	1	2	3.0	6	9	a'=2;
+census	0	174	5	1	4	nan	-	-	a'=4;
+census	0	182	10	1	9	nan	-	-	a'=8;a=1;
+census	0	180	3	1	2	32.8	7	9	a'=2;
+census	0	183	3	1	2	nan	-	-	a'=2;
+census	0	177	1	1	0	nan	-	-	
+census	0	179	2	1	1	nan	-	-	a'=1;
+census	0	184	5	1	4	nan	-	-	a'=4;
+census	0	181	1	1	0	nan	-	-	
+census	0	185	1	1	0	3.4	0	19	
+census	0	187	3	1	2	nan	-	-	a'=2;
+census	0	186	7	1	6	nan	-	-	a'=6;
+census	0	191	2	1	1	nan	-	-	a'=1;
+census	0	188	1	1	0	nan	-	-	
+census	0	196	3	1	2	3.0	7	19	a'=2;
+census	0	189	1	1	0	19.8	15	10	
+census	0	194	2	1	1	nan	-	-	a'=1;
+census	0	190	13	1	12	nan	-	-	a'=10;b=1;a=1;
+census	0	197	6	1	5	nan	-	-	a'=4;b=1;
+census	0	192	2	1	1	nan	-	-	a=1;
+census	0	193	1	1	0	nan	-	-	
+census	0	195	13	1	12	nan	-	-	a'=11;b=1;
+census	0	201	4	1	3	nan	-	-	a'=3;
+census	0	199	1	1	0	19.2	0	9	
+census	0	202	1	1	0	nan	-	-	
+census	0	198	4	1	3	nan	-	-	a'=2;c'''=1;
+census	0	200	3	1	2	56.0	15	9	a'=1;a=1;
+census	0	206	4	1	3	nan	-	-	a'=2;c=1;
+census	0	210	5	1	4	nan	-	-	a'=3;b=1;
+census	0	203	4	1	3	nan	-	-	a'=3;
+census	0	204	4	1	3	95.2	14	9	a'=2;c'''=1;
+census	0	209	2	1	1	3.2	9	9	c=1;
+census	0	212	2	1	1	nan	-	-	a'=1;
+census	0	207	2	1	1	3.2	11	14	a'=1;
+census	0	211	3	1	2	nan	-	-	a'=1;a=1;
+census	0	208	5	1	4	nan	-	-	a'=3;a=1;
+census	0	214	3	1	2	nan	-	-	a'=1;a=1;
+census	0	217	3	1	2	nan	-	-	a'=2;
+census	0	205	3	1	2	nan	-	-	c'''=1;a'=1;
+census	0	213	2	1	1	nan	-	-	a'=1;
+census	0	215	3	1	2	nan	-	-	a'=2;
+census	0	222	1	1	0	8.2	11	9	
+census	0	219	4	1	3	16.0	1	10	a'=2;a=1;
+census	0	216	3	1	2	nan	-	-	c''=1;a'=1;
+census	0	221	3	1	2	nan	-	-	a'=1;a=1;
+census	0	220	8	1	7	4.1	6	24	a'=4;a=2;c'''=1;
+census	0	224	6	1	5	nan	-	-	a'=5;
+census	0	228	2	1	1	nan	-	-	a'=1;
+census	0	226	1	1	0	nan	-	-	
+census	0	223	6	1	5	3.3	3	20	a'=5;
+census	0	227	9	1	8	nan	-	-	a'=8;
+census	0	218	5	1	4	nan	-	-	c''=2;a'=2;
+census	0	232	6	1	5	nan	-	-	a=3;a'=2;
+census	0	230	2	1	1	nan	-	-	a'=1;
+census	0	233	3	1	2	27.5	0	9	a'=2;
+census	0	225	4	1	3	nan	-	-	c'''=1;b=1;a'=1;
+census	0	231	2	1	1	nan	-	-	a'=1;
+census	0	229	5	1	4	nan	-	-	a'=2;c'''=1;a=1;
+census	0	239	2	1	1	2.9	15	1	a'=1;
+census	0	237	5	1	4	3.5	15	0	a'=4;
+census	0	235	1	1	0	nan	-	-	
+census	0	236	1	1	0	nan	-	-	
+census	0	240	2	1	1	nan	-	-	a'=1;
+census	0	234	3	1	2	nan	-	-	a'=2;
+census	0	242	1	1	0	2.8	9	21	
+census	0	238	11	1	10	nan	-	-	a'=9;a=1;
+census	0	241	4	1	3	nan	-	-	a'=2;b=1;
+census	0	244	3	1	2	nan	-	-	a'=2;
+census	0	247	12	1	11	3.7	7	23	a'=9;a=2;
+census	0	249	4	1	3	nan	-	-	a'=3;
+census	0	243	4	1	3	nan	-	-	a'=3;
+census	0	251	3	1	2	3.8	15	25	a'=2;
+census	0	245	4	1	3	nan	-	-	a'=3;
+census	0	246	3	1	2	64.5	3	9	a'=2;
+census	0	252	3	1	2	3.1	5	0	a'=2;
+census	0	248	2	1	1	nan	-	-	c'''=1;
+census	0	254	2	1	1	nan	-	-	a'=1;
+census	0	253	9	1	8	nan	-	-	a'=7;a=1;
+census	0	255	1	1	0	nan	-	-	
+census	0	250	4	1	3	3.1	14	8	a'=2;b=1;
+# end 2026-10-08T14:42:10Z rows=257

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-p10.log

@@ -0,0 +1,77 @@
+lease: holding 8 pool cores (64,65,66,67,68,69,70,71, waited 1 s, class v5, mem 8 GB): class v6 census: pack dry-v5-dn3 F8 known-failed p10 at 2^24 (window control, by site)
+[2026-10-08T14:42:30Z] attack-f8 0.1.0 (igneum-pow 4); args ["census", "--programs", "10..10", "--nonces", "16777216", "--control", "window", "--by-site", "--class", "v5", "--state", "/srv/builds/v6-census/packs/v5-dn3-epoch0/state.igsd1", "--load-class", "mx8+sh256x27+state", "--era-widths", "4", "--day", "20733", "--threads", "8", "--out", "/srv/builds/v6-census/packs-out/dry-v5-dn3/f8-p10"]
+[2026-10-08T14:42:30Z] census warps: programs [10] day 20733 nonces 16777216 threads 8 plant none validate all check_every 997 diag true
+[2026-10-08T14:42:30Z] day 20733: cache filled in 0.61 s, fnv 7334fa46e5d972eb
+[2026-10-08T14:42:40Z] table: 16777216 items derived with their 8 lines in 9.0 s; library comparison all (0 mismatches)
+[2026-10-08T14:42:44Z] program p10-attack-f8: epoch seed 09368273d8db2033d44dd7ded3ddc0b77f0534c0eda2df0738322f27703dbf14 era seed 765f89f9870a30625296d2e6a5c5c5e669f5c92126edf631cc3dc00cffdfadf4 id 58c71101a7b7d5ad attempt 0 class mx8-era8e8bdbb5+sh256x27+state op mix load=16 shfl=8 xor=7 mad=6 rotl=6 add=4 mul=4 rotr=4 sub=4 mulhi=3 or=2; era stride mul 0x5732bb5d rot 17 interleave [3, 5, 8, 13] windows 1:1:1 2:1:1 4:0:0 5:2:2 8:0:0 18:2:3 24:0:0 25:2:1 28:2:1 37:2:0 39:2:3 41:1:0 45:1:0 52:0:0 53:1:0 57:1:1
+[2026-10-08T14:42:44Z] load site instr 1: src r3 win 1 off 1; last base writer mul at 60; writers back to the last injecting one: mul@60 load@57; shadow writes of r3 per rep: add=10 mad=4 mul=2 mulhi=2 or=2 rotl=2 rotr=1 shfl=6 sub=2 xor=1
+[2026-10-08T14:42:44Z] load site instr 2: src r1 win 1 off 1; last base writer load at 1; writers back to the last injecting one: load@1; shadow writes of r1 per rep: add=2 mad=5 mul=4 mulhi=7 rotl=4 rotr=1 shfl=7 sub=1 xor=3
+[2026-10-08T14:42:44Z] load site instr 4: src r3 win 0 off 0; last base writer load at 2; writers back to the last injecting one: load@2; shadow writes of r3 per rep: add=10 mad=4 mul=2 mulhi=2 or=2 rotl=2 rotr=1 shfl=6 sub=2 xor=1
+[2026-10-08T14:42:44Z] load site instr 5: src r1 win 2 off 2; last base writer xor at 3; writers back to the last injecting one: xor@3; shadow writes of r1 per rep: add=2 mad=5 mul=4 mulhi=7 rotl=4 rotr=1 shfl=7 sub=1 xor=3
+[2026-10-08T14:42:44Z] load site instr 8: src r6 win 0 off 0; last base writer sub at 7; writers back to the last injecting one: sub@7; shadow writes of r6 per rep: add=5 mul=3 mulhi=2 or=2 rotl=3 rotr=1 shfl=3 sub=2 xor=5
+[2026-10-08T14:42:44Z] load site instr 18: src r5 win 2 off 3; last base writer rotl at 9; writers back to the last injecting one: rotl@9 mul@51 xor@50; shadow writes of r5 per rep: add=3 mad=5 mul=1 mulhi=3 rotl=2 rotr=2 shfl=1 sub=1 xor=5
+[2026-10-08T14:42:44Z] load site instr 24: src r2 win 0 off 0; last base writer load at 18; writers back to the last injecting one: load@18; shadow writes of r2 per rep: add=4 mad=10 mul=2 mulhi=1 rotl=5 rotr=2 shfl=6 sub=3 xor=3
+[2026-10-08T14:42:44Z] load site instr 25: src r6 win 2 off 1; last base writer shfl at 15; writers back to the last injecting one: shfl@15; shadow writes of r6 per rep: add=5 mul=3 mulhi=2 or=2 rotl=3 rotr=1 shfl=3 sub=2 xor=5
+[2026-10-08T14:42:44Z] load site instr 28: src r0 win 2 off 1; last base writer mad at 20; writers back to the last injecting one: mad@20; shadow writes of r0 per rep: add=10 mad=3 mul=2 mulhi=3 rotl=1 rotr=3 shfl=8 sub=4 xor=3
+[2026-10-08T14:42:44Z] load site instr 37: src r7 win 2 off 0; last base writer rotl at 31; writers back to the last injecting one: rotl@31 load@24; shadow writes of r7 per rep: add=4 mad=8 mul=2 mulhi=7 or=1 rotl=5 rotr=3 shfl=3 sub=2 xor=3
+[2026-10-08T14:42:44Z] load site instr 39: src r2 win 2 off 3; last base writer rotl at 36; writers back to the last injecting one: rotl@36 xor@32; shadow writes of r2 per rep: add=4 mad=10 mul=2 mulhi=1 rotl=5 rotr=2 shfl=6 sub=3 xor=3
+[2026-10-08T14:42:44Z] load site instr 41: src r1 win 1 off 0; last base writer add at 33; writers back to the last injecting one: add@33; shadow writes of r1 per rep: add=2 mad=5 mul=4 mulhi=7 rotl=4 rotr=1 shfl=7 sub=1 xor=3
+[2026-10-08T14:42:44Z] load site instr 45: src r0 win 1 off 0; last base writer xor at 43; writers back to the last injecting one: xor@43; shadow writes of r0 per rep: add=10 mad=3 mul=2 mulhi=3 rotl=1 rotr=3 shfl=8 sub=4 xor=3
+[2026-10-08T14:42:44Z] load site instr 52: src r0 win 0 off 0; last base writer add at 46; writers back to the last injecting one: add@46; shadow writes of r0 per rep: add=10 mad=3 mul=2 mulhi=3 rotl=1 rotr=3 shfl=8 sub=4 xor=3
+[2026-10-08T14:42:44Z] load site instr 53: src r4 win 1 off 0; last base writer load at 52; writers back to the last injecting one: load@52; shadow writes of r4 per rep: add=4 mad=3 mul=4 or=2 rotl=6 rotr=3 shfl=3 sub=1 xor=4
+[2026-10-08T14:42:44Z] load site instr 57: src r7 win 1 off 1; last base writer load at 53; writers back to the last injecting one: load@53; shadow writes of r7 per rep: add=4 mad=8 mul=2 mulhi=7 or=1 rotl=5 rotr=3 shfl=3 sub=2 xor=3
+[2026-10-08T14:42:44Z] window layer: site item windows (first, items) (0x800000,2^23) (0x800000,2^23) (0x0,2^24) (0x800000,2^22) (0x0,2^24) (0xc00000,2^22) (0x0,2^24) (0x400000,2^22) (0x400000,2^22) (0x0,2^22) (0xc00000,2^22) (0x0,2^23) (0x0,2^23) (0x0,2^24) (0x0,2^23) (0x800000,2^23); expected reads per item by quarter 112.000 144.000 112.000 144.000 (flat uniform 128.000)
+[2026-10-08T14:45:23Z] 524288 warps (16777216 nonces) interpreted in 158.8 s (2.423 ms per warp per thread); Epoch::hash_warp agreement on 589 warps: 0 mismatches
+[2026-10-08T14:45:23Z] p10-attack-f8 distinct lines per hash: n 16777216 min 1007 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8709
+[2026-10-08T14:45:23Z] p10-attack-f8 distinct items per hash: n 16777216 min 126 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T14:45:23Z] p10-attack-f8 distinct lines per warp: n 524288 min 32567 p1 32605 median 32637 p99 32664 max 32686 mean 32636.2727
+[2026-10-08T14:45:23Z] p10-attack-f8 distinct items per warp: n 524288 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4886
+[2026-10-08T14:45:23Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T14:45:23Z] positions: largest hi16-bucket (256 items) share 0.0353% at p72 (iteration 4, site 8, instr 28); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p24 (site 8, instr 28)
+[2026-10-08T14:45:23Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p12 (site 12, instr 45); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T14:45:23Z] p10-attack-f8 item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 346 (bin 4200693) z_max +19.27 min 63 z_min -5.75 chi2/dof 3.99780 chi2_z +8682.57 top0.1% 0.21574% top0.5% 0.93121% top1% 1.73477%
+[2026-10-08T14:45:23Z] p10-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.88748 largest 346 (item 0x4018f5) at +16.83 sigma smallest at -5.67; buckets64 chi2/dof 57.80742 largest 18699 (bucket 65655) at +98.78 sigma smallest at -14.59
+[2026-10-08T14:45:43Z] p10-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 214 (bin 16348164) z_max +7.60 min 61 z_min -5.92 chi2/dof 3.00028 chi2_z +5793.42 top0.1% 0.14333% top0.5% 0.69129% top1% 1.35803%
+[2026-10-08T14:45:43Z] p10-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99993 largest +5.83 sigma; buckets64 chi2/dof 0.99937 largest +4.79 smallest -4.56
+[2026-10-08T14:45:43Z] 6-sigma p10-attack-f8 items buckets64 against the window density: largest bucket +98.78 sigma, smallest -14.59 -> FLAGGED (beyond 6 sigma)
+[2026-10-08T14:45:43Z] hot-set p10-attack-f8 items (windowed control): f 0.1% S_f 0.21574% E_f(control) 0.14333% X_f +0.07241% X_f/f +0.7241 -> no hot set
+[2026-10-08T14:45:43Z] hot-set p10-attack-f8 items (windowed control): f 0.5% S_f 0.93121% E_f(control) 0.69129% X_f +0.23992% X_f/f +0.4798 -> no hot set
+[2026-10-08T14:45:43Z] hot-set p10-attack-f8 items (windowed control): f 1.0% S_f 1.73477% E_f(control) 1.35803% X_f +0.37674% X_f/f +0.3767 -> no hot set
+[2026-10-08T14:45:43Z] hot-set p10-attack-f8 items (windowed control): verdict clear
+[2026-10-08T14:45:51Z] p10-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 193 (bin 5932401) z_max +5.75 min 76 z_min -4.60 chi2/dof 1.00015 chi2_z +0.44 top0.1% 0.13106% top0.5% 0.63250% top1% 1.24339%
+[2026-10-08T14:45:51Z] hot-set p10-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.21574% E_f(control) 0.13106% X_f +0.08469% X_f/f +0.8469 -> no hot set
+[2026-10-08T14:45:51Z] hot-set p10-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.93121% E_f(control) 0.63250% X_f +0.29871% X_f/f +0.5974 -> no hot set
+[2026-10-08T14:45:51Z] hot-set p10-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.73477% E_f(control) 1.24339% X_f +0.49138% X_f/f +0.4914 -> no hot set
+[2026-10-08T14:45:51Z] hot-set p10-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T14:45:51Z] ratio p10-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.5052x / 1.3471x / 1.2774x (gate 1.2x at 0.1%: BEYOND); over the FLAT control 1.6462x / 1.4723x / 1.3952x
+[2026-10-08T14:45:53Z] attribution: hot threshold count >= 253 marks 17396 items (0.1037% of items) holding 4789682 reads (0.2230% of reads); top 8 items t=0x4018f5:346 t=0x40079c:345 t=0x40045d:344 t=0x40163a:343 t=0x401435:343 t=0x400a48:342 t=0x401308:341 t=0x400e4c:340
+[2026-10-08T14:47:08Z] attribution: reads on hot items per position (flat expectation 0.1037% of each position's 16777216 reads); the 24 largest: p56(it3 s8)=2.062% p24(it1 s8)=2.059% p72(it4 s8)=2.059% p88(it5 s8)=2.059% p104(it6 s8)=2.058% p120(it7 s8)=2.057% p40(it2 s8)=2.057% p8(it0 s8)=2.055% p39(it2 s7)=0.433% p119(it7 s7)=0.433% p23(it1 s7)=0.432% p87(it5 s7)=0.432% p55(it3 s7)=0.432% p71(it4 s7)=0.432% p103(it6 s7)=0.431% p7(it0 s7)=0.428% p75(it4 s11)=0.218% p11(it0 s11)=0.217% p59(it3 s11)=0.217% p27(it1 s11)=0.217% p110(it6 s14)=0.217% p92(it5 s12)=0.217% p44(it2 s12)=0.216% p107(it6 s11)=0.216%
+[2026-10-08T14:47:08Z] attribution: hot reads by iteration it0=0.223% it1=0.223% it2=0.223% it3=0.223% it4=0.223% it5=0.223% it6=0.223% it7=0.223% ; by site s0=0.000% s1=0.000% s2=0.108% s3=0.000% s4=0.108% s5=0.000% s6=0.108% s7=0.432% s8=2.058% s9=0.000% s10=0.000% s11=0.216% s12=0.216% s13=0.108% s14=0.215% s15=0.000%
+[2026-10-08T14:47:08Z] site 0 (instr 1, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1037%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T14:47:08Z] site 1 (instr 2, src r1, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1037%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T14:47:08Z] site 2 (instr 4, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1076% (flat expectation 0.1037%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:47:08Z] site 3 (instr 5, src r1, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1037%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:08Z] site 4 (instr 8, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1079% (flat expectation 0.1037%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:47:08Z] site 5 (instr 18, src r5, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1037%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:08Z] site 6 (instr 24, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1078% (flat expectation 0.1037%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:47:08Z] site 7 (instr 25, src r6, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.4316% (flat expectation 0.1037%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:08Z] site 8 (instr 28, src r0, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 2.0583% (flat expectation 0.1037%); index entropy 13.712 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0340% (window expectation 0.0061%)
+[2026-10-08T14:47:08Z] site 9 (instr 37, src r7, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1037%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:08Z] site 10 (instr 39, src r2, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1037%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:08Z] site 11 (instr 41, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2162% (flat expectation 0.1037%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T14:47:08Z] site 12 (instr 45, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2156% (flat expectation 0.1037%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T14:47:08Z] site 13 (instr 52, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1084% (flat expectation 0.1037%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:47:08Z] site 14 (instr 53, src r4, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2152% (flat expectation 0.1037%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T14:47:08Z] site 15 (instr 57, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1037%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T14:47:08Z] attribution: item 0x4018f5 (346 reads) read from positions p72(it4 s8)x40 p56(it3 s8)x34 p8(it0 s8)x28 p88(it5 s8)x28 p104(it6 s8)x26 p120(it7 s8)x23 p24(it1 s8)x20 p40(it2 s8)x20 p119(it7 s7)x9 p103(it6 s7)x7 p14(it0 s14)x6 p71(it4 s7)x6
+[2026-10-08T14:47:08Z] attribution: item 0x40079c (345 reads) read from positions p56(it3 s8)x35 p40(it2 s8)x29 p88(it5 s8)x29 p8(it0 s8)x28 p104(it6 s8)x28 p72(it4 s8)x22 p120(it7 s8)x22 p24(it1 s8)x16 p39(it2 s7)x12 p119(it7 s7)x7 p103(it6 s7)x6 p27(it1 s11)x5
+[2026-10-08T14:47:08Z] attribution: item 0x40045d (344 reads) read from positions p56(it3 s8)x36 p72(it4 s8)x27 p120(it7 s8)x27 p24(it1 s8)x26 p104(it6 s8)x26 p88(it5 s8)x24 p8(it0 s8)x22 p40(it2 s8)x22 p87(it5 s7)x10 p23(it1 s7)x7 p103(it6 s7)x7 p55(it3 s7)x5
+[2026-10-08T14:47:08Z] attribution: item 0x40163a (343 reads) read from positions p24(it1 s8)x34 p40(it2 s8)x30 p88(it5 s8)x28 p120(it7 s8)x28 p72(it4 s8)x26 p104(it6 s8)x26 p8(it0 s8)x20 p56(it3 s8)x18 p23(it1 s7)x8 p103(it6 s7)x8 p124(it7 s12)x6 p30(it1 s14)x6
+[2026-10-08T14:47:08Z] attribution: item 0x401435 (343 reads) read from positions p40(it2 s8)x41 p88(it5 s8)x29 p56(it3 s8)x28 p72(it4 s8)x26 p8(it0 s8)x25 p24(it1 s8)x20 p120(it7 s8)x20 p104(it6 s8)x19 p23(it1 s7)x10 p55(it3 s7)x7 p27(it1 s11)x5 p39(it2 s7)x5
+[2026-10-08T14:47:08Z] attribution: item 0x400a48 (342 reads) read from positions p8(it0 s8)x33 p56(it3 s8)x29 p120(it7 s8)x28 p88(it5 s8)x27 p104(it6 s8)x24 p72(it4 s8)x23 p40(it2 s8)x20 p24(it1 s8)x18 p119(it7 s7)x10 p71(it4 s7)x9 p7(it0 s7)x5 p34(it2 s2)x5
+[2026-10-08T14:47:08Z] attribution: item 0x401308 (341 reads) read from positions p120(it7 s8)x30 p40(it2 s8)x27 p8(it0 s8)x26 p56(it3 s8)x25 p72(it4 s8)x25 p104(it6 s8)x24 p88(it5 s8)x20 p24(it1 s8)x16 p119(it7 s7)x10 p7(it0 s7)x9 p27(it1 s11)x6 p30(it1 s14)x6
+[2026-10-08T14:47:08Z] attribution: item 0x400e4c (340 reads) read from positions p88(it5 s8)x36 p72(it4 s8)x30 p8(it0 s8)x27 p56(it3 s8)x26 p40(it2 s8)x25 p120(it7 s8)x24 p24(it1 s8)x23 p104(it6 s8)x20 p87(it5 s7)x8 p27(it1 s11)x6 p39(it2 s7)x6 p62(it3 s14)x6
+[2026-10-08T14:47:08Z] hottest item p10-attack-f8 (0x4018f5): 346 reads (0.0000% of all); predicted source none
+[2026-10-08T14:47:08Z] program p10-attack-f8 DONE: 16777216 nonces; 6-sigma (windowed) FLAGGED; hot-set clear; verdict FLAGGED
+Terminated
+lease: released 8 pool cores after 279 s, exit 0

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-p10/warps-p10-attack-f8-d20733-n16777216-none-distinct.txt

@@ -0,0 +1,140 @@
+# distinct lines_hash: value count
+lines_hash 1007 1
+lines_hash 1013 2
+lines_hash 1014 42
+lines_hash 1015 921
+lines_hash 1016 7380
+lines_hash 1018 1
+lines_hash 1019 3
+lines_hash 1020 141
+lines_hash 1021 4605
+lines_hash 1022 115473
+lines_hash 1023 1852873
+lines_hash 1024 14795774
+# distinct items_hash: value count
+items_hash 126 1
+items_hash 127 8345
+items_hash 128 16768870
+# distinct lines_warp: value count
+lines_warp 32567 1
+lines_warp 32571 1
+lines_warp 32573 1
+lines_warp 32574 2
+lines_warp 32575 2
+lines_warp 32576 1
+lines_warp 32578 5
+lines_warp 32579 1
+lines_warp 32580 6
+lines_warp 32581 12
+lines_warp 32582 5
+lines_warp 32583 12
+lines_warp 32584 12
+lines_warp 32585 18
+lines_warp 32586 30
+lines_warp 32587 33
+lines_warp 32588 27
+lines_warp 32589 45
+lines_warp 32590 49
+lines_warp 32591 77
+lines_warp 32592 79
+lines_warp 32593 98
+lines_warp 32594 105
+lines_warp 32595 161
+lines_warp 32596 165
+lines_warp 32597 229
+lines_warp 32598 255
+lines_warp 32599 292
+lines_warp 32600 402
+lines_warp 32601 425
+lines_warp 32602 587
+lines_warp 32603 695
+lines_warp 32604 786
+lines_warp 32605 929
+lines_warp 32606 1068
+lines_warp 32607 1298
+lines_warp 32608 1494
+lines_warp 32609 1678
+lines_warp 32610 1928
+lines_warp 32611 2336
+lines_warp 32612 2686
+lines_warp 32613 3099
+lines_warp 32614 3557
+lines_warp 32615 3754
+lines_warp 32616 4330
+lines_warp 32617 5002
+lines_warp 32618 5444
+lines_warp 32619 6124
+lines_warp 32620 6901
+lines_warp 32621 7705
+lines_warp 32622 8218
+lines_warp 32623 8830
+lines_warp 32624 9658
+lines_warp 32625 10576
+lines_warp 32626 11023
+lines_warp 32627 12214
+lines_warp 32628 12736
+lines_warp 32629 13644
+lines_warp 32630 14136
+lines_warp 32631 14614
+lines_warp 32632 14898
+lines_warp 32633 15812
+lines_warp 32634 16003
+lines_warp 32635 16442
+lines_warp 32636 16322
+lines_warp 32637 16609
+lines_warp 32638 16753
+lines_warp 32639 16652
+lines_warp 32640 16385
+lines_warp 32641 16230
+lines_warp 32642 15708
+lines_warp 32643 15128
+lines_warp 32644 14596
+lines_warp 32645 13709
+lines_warp 32646 13185
+lines_warp 32647 12296
+lines_warp 32648 11369
+lines_warp 32649 10755
+lines_warp 32650 9611
+lines_warp 32651 8938
+lines_warp 32652 8014
+lines_warp 32653 7177
+lines_warp 32654 6317
+lines_warp 32655 5731
+lines_warp 32656 4980
+lines_warp 32657 4186
+lines_warp 32658 3816
+lines_warp 32659 3180
+lines_warp 32660 2569
+lines_warp 32661 2279
+lines_warp 32662 1846
+lines_warp 32663 1471
+lines_warp 32664 1238
+lines_warp 32665 1016
+lines_warp 32666 848
+lines_warp 32667 617
+lines_warp 32668 476
+lines_warp 32669 362
+lines_warp 32670 280
+lines_warp 32671 215
+lines_warp 32672 212
+lines_warp 32673 134
+lines_warp 32674 82
+lines_warp 32675 62
+lines_warp 32676 61
+lines_warp 32677 36
+lines_warp 32678 28
+lines_warp 32679 18
+lines_warp 32680 11
+lines_warp 32681 8
+lines_warp 32682 6
+lines_warp 32683 4
+lines_warp 32684 3
+lines_warp 32686 3
+# distinct items_warp: value count
+items_warp 4090 7
+items_warp 4091 68
+items_warp 4092 936
+items_warp 4093 6946
+items_warp 4094 41123
+items_warp 4095 160887
+items_warp 4096 314321

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-p10/warps-p10-attack-f8-d20733-n16777216-none-positions.txt

@@ -0,0 +1,129 @@
+# position iteration site instr max_hi16_bucket_share saturated_share
+0 0 0 1 0.000036 0.000000
+1 0 1 2 0.000036 0.000000
+2 0 2 4 0.000020 0.000000
+3 0 3 5 0.000069 0.000000
+4 0 4 8 0.000020 0.000000
+5 0 5 18 0.000070 0.000000
+6 0 6 24 0.000019 0.000000
+7 0 7 25 0.000070 0.000000
+8 0 8 28 0.000345 0.000000
+9 0 9 37 0.000069 0.000000
+10 0 10 39 0.000068 0.000000
+11 0 11 41 0.000036 0.000000
+12 0 12 45 0.000037 0.000000
+13 0 13 52 0.000020 0.000000
+14 0 14 53 0.000036 0.000000
+15 0 15 57 0.000036 0.000000
+16 1 0 1 0.000037 0.000000
+17 1 1 2 0.000036 0.000000
+18 1 2 4 0.000019 0.000000
+19 1 3 5 0.000069 0.000000
+20 1 4 8 0.000019 0.000000
+21 1 5 18 0.000069 0.000000
+22 1 6 24 0.000020 0.000000
+23 1 7 25 0.000070 0.000000
+24 1 8 28 0.000347 0.000000
+25 1 9 37 0.000068 0.000000
+26 1 10 39 0.000069 0.000000
+27 1 11 41 0.000036 0.000000
+28 1 12 45 0.000036 0.000000
+29 1 13 52 0.000020 0.000000
+30 1 14 53 0.000036 0.000000
+31 1 15 57 0.000036 0.000000
+32 2 0 1 0.000037 0.000000
+33 2 1 2 0.000036 0.000000
+34 2 2 4 0.000019 0.000000
+35 2 3 5 0.000068 0.000000
+36 2 4 8 0.000020 0.000000
+37 2 5 18 0.000068 0.000000
+38 2 6 24 0.000019 0.000000
+39 2 7 25 0.000069 0.000000
+40 2 8 28 0.000341 0.000000
+41 2 9 37 0.000069 0.000000
+42 2 10 39 0.000068 0.000000
+43 2 11 41 0.000037 0.000000
+44 2 12 45 0.000036 0.000000
+45 2 13 52 0.000019 0.000000
+46 2 14 53 0.000036 0.000000
+47 2 15 57 0.000036 0.000000
+48 3 0 1 0.000036 0.000000
+49 3 1 2 0.000037 0.000000
+50 3 2 4 0.000019 0.000000
+51 3 3 5 0.000068 0.000000
+52 3 4 8 0.000019 0.000000
+53 3 5 18 0.000068 0.000000
+54 3 6 24 0.000019 0.000000
+55 3 7 25 0.000069 0.000000
+56 3 8 28 0.000348 0.000000
+57 3 9 37 0.000069 0.000000
+58 3 10 39 0.000069 0.000000
+59 3 11 41 0.000036 0.000000
+60 3 12 45 0.000036 0.000000
+61 3 13 52 0.000019 0.000000
+62 3 14 53 0.000036 0.000000
+63 3 15 57 0.000036 0.000000
+64 4 0 1 0.000036 0.000000
+65 4 1 2 0.000036 0.000000
+66 4 2 4 0.000020 0.000000
+67 4 3 5 0.000069 0.000000
+68 4 4 8 0.000020 0.000000
+69 4 5 18 0.000070 0.000000
+70 4 6 24 0.000019 0.000000
+71 4 7 25 0.000069 0.000000
+72 4 8 28 0.000353 0.000000
+73 4 9 37 0.000068 0.000000
+74 4 10 39 0.000070 0.000000
+75 4 11 41 0.000036 0.000000
+76 4 12 45 0.000036 0.000000
+77 4 13 52 0.000020 0.000000
+78 4 14 53 0.000036 0.000000
+79 4 15 57 0.000037 0.000000
+80 5 0 1 0.000037 0.000000
+81 5 1 2 0.000036 0.000000
+82 5 2 4 0.000019 0.000000
+83 5 3 5 0.000068 0.000000
+84 5 4 8 0.000019 0.000000
+85 5 5 18 0.000068 0.000000
+86 5 6 24 0.000020 0.000000
+87 5 7 25 0.000069 0.000000
+88 5 8 28 0.000344 0.000000
+89 5 9 37 0.000068 0.000000
+90 5 10 39 0.000069 0.000000
+91 5 11 41 0.000036 0.000000
+92 5 12 45 0.000036 0.000000
+93 5 13 52 0.000019 0.000000
+94 5 14 53 0.000036 0.000000
+95 5 15 57 0.000036 0.000000
+96 6 0 1 0.000037 0.000000
+97 6 1 2 0.000037 0.000000
+98 6 2 4 0.000020 0.000000
+99 6 3 5 0.000068 0.000000
+100 6 4 8 0.000019 0.000000
+101 6 5 18 0.000069 0.000000
+102 6 6 24 0.000020 0.000000
+103 6 7 25 0.000069 0.000000
+104 6 8 28 0.000344 0.000000
+105 6 9 37 0.000069 0.000000
+106 6 10 39 0.000069 0.000000
+107 6 11 41 0.000036 0.000000
+108 6 12 45 0.000036 0.000000
+109 6 13 52 0.000019 0.000000
+110 6 14 53 0.000036 0.000000
+111 6 15 57 0.000036 0.000000
+112 7 0 1 0.000036 0.000000
+113 7 1 2 0.000036 0.000000
+114 7 2 4 0.000019 0.000000
+115 7 3 5 0.000069 0.000000
+116 7 4 8 0.000019 0.000000
+117 7 5 18 0.000068 0.000000
+118 7 6 24 0.000020 0.000000
+119 7 7 25 0.000069 0.000000
+120 7 8 28 0.000344 0.000000
+121 7 9 37 0.000069 0.000000
+122 7 10 39 0.000068 0.000000
+123 7 11 41 0.000036 0.000000
+124 7 12 45 0.000036 0.000000
+125 7 13 52 0.000019 0.000000
+126 7 14 53 0.000036 0.000000
+127 7 15 57 0.000036 0.000000

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-p15.log

@@ -0,0 +1,77 @@
+lease: holding 8 pool cores (80,81,82,83,84,85,86,95, waited 1 s, class v5, mem 8 GB): class v6 census: pack dry-v5-dn3 F8 known-failed p15 at 2^24 (window control, by site)
+[2026-10-08T14:42:31Z] attack-f8 0.1.0 (igneum-pow 4); args ["census", "--programs", "15..15", "--nonces", "16777216", "--control", "window", "--by-site", "--class", "v5", "--state", "/srv/builds/v6-census/packs/v5-dn3-epoch0/state.igsd1", "--load-class", "mx8+sh256x27+state", "--era-widths", "4", "--day", "20733", "--threads", "8", "--out", "/srv/builds/v6-census/packs-out/dry-v5-dn3/f8-p15"]
+[2026-10-08T14:42:31Z] census warps: programs [15] day 20733 nonces 16777216 threads 8 plant none validate all check_every 997 diag true
+[2026-10-08T14:42:31Z] day 20733: cache filled in 0.63 s, fnv 7334fa46e5d972eb
+[2026-10-08T14:42:41Z] table: 16777216 items derived with their 8 lines in 9.2 s; library comparison all (0 mismatches)
+[2026-10-08T14:42:48Z] program p15-attack-f8: epoch seed 65d1bc6af696d940f57d7d04469e29dd7c1eb69055619045911121b1dcec8b69 era seed e6b5324458cfd3c3326baed2aabd49cc361a17bc5efdde9e291daddad21ec5c7 id 30b1327a371d26db attempt 4 class mx8-era676c3949+sh256x27+state op mix load=16 add=11 rotl=10 shfl=6 xor=6 mad=4 mulhi=3 or=3 rotr=3 mul=1 sub=1; era stride mul 0x26f35c81 rot 26 interleave [0, 2, 14, 15] windows 1:1:1 2:0:0 12:0:0 13:2:2 16:0:0 18:2:1 26:1:1 30:2:1 37:2:1 38:2:1 41:1:0 42:0:0 48:2:3 54:0:0 55:0:0 58:1:0
+[2026-10-08T14:42:48Z] load site instr 1: src r1 win 1 off 1; last base writer rotl at 0; writers back to the last injecting one: rotl@0 mul@57 rotl@52 xor@47; shadow writes of r1 per rep: add=7 mad=6 mul=4 mulhi=3 or=1 rotl=1 rotr=5 shfl=4 sub=6 xor=6
+[2026-10-08T14:42:48Z] load site instr 2: src r5 win 0 off 0; last base writer load at 1; writers back to the last injecting one: load@1; shadow writes of r5 per rep: add=10 mul=5 mulhi=6 or=2 rotl=1 rotr=4 shfl=1 sub=1 xor=5
+[2026-10-08T14:42:48Z] load site instr 12: src r2 win 0 off 0; last base writer add at 4; writers back to the last injecting one: add@4; shadow writes of r2 per rep: add=8 mad=2 mul=2 mulhi=2 or=2 rotl=8 rotr=7 shfl=2 sub=1 xor=6
+[2026-10-08T14:42:48Z] load site instr 13: src r1 win 2 off 2; last base writer load at 2; writers back to the last injecting one: load@2; shadow writes of r1 per rep: add=7 mad=6 mul=4 mulhi=3 or=1 rotl=1 rotr=5 shfl=4 sub=6 xor=6
+[2026-10-08T14:42:48Z] load site instr 16: src r3 win 0 off 0; last base writer load at 13; writers back to the last injecting one: load@13; shadow writes of r3 per rep: add=7 mad=4 mul=3 mulhi=1 rotl=2 rotr=2 shfl=1 sub=1 xor=5
+[2026-10-08T14:42:48Z] load site instr 18: src r7 win 2 off 1; last base writer rotr at 10; writers back to the last injecting one: rotr@10 sub@5; shadow writes of r7 per rep: add=7 mad=3 mul=3 mulhi=1 or=2 rotl=3 rotr=1 shfl=1 sub=1 xor=4
+[2026-10-08T14:42:48Z] load site instr 26: src r5 win 1 off 1; last base writer add at 22; writers back to the last injecting one: add@22; shadow writes of r5 per rep: add=10 mul=5 mulhi=6 or=2 rotl=1 rotr=4 shfl=1 sub=1 xor=5
+[2026-10-08T14:42:48Z] load site instr 30: src r6 win 2 off 1; last base writer xor at 23; writers back to the last injecting one: xor@23; shadow writes of r6 per rep: add=5 mad=1 mul=3 mulhi=5 rotl=2 rotr=1 shfl=2 sub=1 xor=2
+[2026-10-08T14:42:48Z] load site instr 37: src r5 win 2 off 1; last base writer rotl at 32; writers back to the last injecting one: rotl@32 add@22; shadow writes of r5 per rep: add=10 mul=5 mulhi=6 or=2 rotl=1 rotr=4 shfl=1 sub=1 xor=5
+[2026-10-08T14:42:48Z] load site instr 38: src r3 win 2 off 1; last base writer load at 37; writers back to the last injecting one: load@37; shadow writes of r3 per rep: add=7 mad=4 mul=3 mulhi=1 rotl=2 rotr=2 shfl=1 sub=1 xor=5
+[2026-10-08T14:42:48Z] load site instr 41: src r0 win 1 off 0; last base writer xor at 34; writers back to the last injecting one: xor@34; shadow writes of r0 per rep: add=4 mad=3 mul=4 mulhi=4 or=4 rotl=5 shfl=4 sub=2 xor=1
+[2026-10-08T14:42:48Z] load site instr 42: src r1 win 0 off 0; last base writer load at 41; writers back to the last injecting one: load@41; shadow writes of r1 per rep: add=7 mad=6 mul=4 mulhi=3 or=1 rotl=1 rotr=5 shfl=4 sub=6 xor=6
+[2026-10-08T14:42:48Z] load site instr 48: src r1 win 2 off 3; last base writer xor at 47; writers back to the last injecting one: xor@47; shadow writes of r1 per rep: add=7 mad=6 mul=4 mulhi=3 or=1 rotl=1 rotr=5 shfl=4 sub=6 xor=6
+[2026-10-08T14:42:48Z] load site instr 54: src r2 win 0 off 0; last base writer xor at 49; writers back to the last injecting one: xor@49; shadow writes of r2 per rep: add=8 mad=2 mul=2 mulhi=2 or=2 rotl=8 rotr=7 shfl=2 sub=1 xor=6
+[2026-10-08T14:42:48Z] load site instr 55: src r6 win 0 off 0; last base writer shfl at 35; writers back to the last injecting one: shfl@35; shadow writes of r6 per rep: add=5 mad=1 mul=3 mulhi=5 rotl=2 rotr=1 shfl=2 sub=1 xor=2
+[2026-10-08T14:42:48Z] load site instr 58: src r4 win 1 off 0; last base writer add at 50; writers back to the last injecting one: add@50; shadow writes of r4 per rep: add=5 mad=2 mul=5 mulhi=2 or=2 rotl=1 rotr=3 shfl=6 sub=2 xor=5
+[2026-10-08T14:42:48Z] window layer: site item windows (first, items) (0x800000,2^23) (0x0,2^24) (0x0,2^24) (0x800000,2^22) (0x0,2^24) (0x400000,2^22) (0x800000,2^23) (0x400000,2^22) (0x400000,2^22) (0x400000,2^22) (0x0,2^23) (0x0,2^24) (0xc00000,2^22) (0x0,2^24) (0x0,2^24) (0x0,2^23); expected reads per item by quarter 80.000 208.000 112.000 112.000 (flat uniform 128.000)
+[2026-10-08T14:45:37Z] 524288 warps (16777216 nonces) interpreted in 168.7 s (2.575 ms per warp per thread); Epoch::hash_warp agreement on 589 warps: 0 mismatches
+[2026-10-08T14:45:37Z] p15-attack-f8 distinct lines per hash: n 16777216 min 1008 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8704
+[2026-10-08T14:45:37Z] p15-attack-f8 distinct items per hash: n 16777216 min 126 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T14:45:37Z] p15-attack-f8 distinct lines per warp: n 524288 min 32560 p1 32604 median 32636 p99 32664 max 32692 mean 32635.7893
+[2026-10-08T14:45:37Z] p15-attack-f8 distinct items per warp: n 524288 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4311
+[2026-10-08T14:45:37Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T14:45:37Z] positions: largest hi16-bucket (256 items) share 0.0072% at p99 (iteration 6, site 3, instr 13); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 1)
+[2026-10-08T14:45:37Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p0 (site 0, instr 1); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T14:45:37Z] p15-attack-f8 item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 284 (bin 8071478) z_max +13.79 min 37 z_min -8.04 chi2/dof 19.00224 chi2_z +52140.04 top0.1% 0.19691% top0.5% 0.95220% top1% 1.87286%
+[2026-10-08T14:45:37Z] p15-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00075 largest 174 (item 0xbb85f7) at +5.86 sigma smallest at -5.01; buckets64 chi2/dof 1.00054 largest 7548 (bucket 136531) at +4.49 sigma smallest at -4.26
+[2026-10-08T14:45:47Z] p15-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 285 (bin 8381628) z_max +13.88 min 36 z_min -8.13 chi2/dof 19.00164 chi2_z +52138.31 top0.1% 0.19693% top0.5% 0.95216% top1% 1.87270%
+[2026-10-08T14:45:47Z] p15-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00068 largest +5.70 sigma; buckets64 chi2/dof 1.00285 largest +4.45 smallest -4.44
+[2026-10-08T14:45:47Z] 6-sigma p15-attack-f8 items buckets64 against the window density: largest bucket +4.49 sigma, smallest -4.26 -> within 6 sigma
+[2026-10-08T14:45:47Z] hot-set p15-attack-f8 items (windowed control): f 0.1% S_f 0.19691% E_f(control) 0.19693% X_f -0.00002% X_f/f -0.0002 -> no hot set
+[2026-10-08T14:45:47Z] hot-set p15-attack-f8 items (windowed control): f 0.5% S_f 0.95220% E_f(control) 0.95216% X_f +0.00004% X_f/f +0.0001 -> no hot set
+[2026-10-08T14:45:47Z] hot-set p15-attack-f8 items (windowed control): f 1.0% S_f 1.87286% E_f(control) 1.87270% X_f +0.00015% X_f/f +0.0002 -> no hot set
+[2026-10-08T14:45:47Z] hot-set p15-attack-f8 items (windowed control): verdict clear
+[2026-10-08T14:45:53Z] p15-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 194 (bin 10872769) z_max +5.83 min 71 z_min -5.04 chi2/dof 0.99996 chi2_z -0.11 top0.1% 0.13110% top0.5% 0.63250% top1% 1.24332%
+[2026-10-08T14:45:53Z] hot-set p15-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.19691% E_f(control) 0.13110% X_f +0.06582% X_f/f +0.6582 -> no hot set
+[2026-10-08T14:45:53Z] hot-set p15-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.95220% E_f(control) 0.63250% X_f +0.31971% X_f/f +0.6394 -> no hot set
+[2026-10-08T14:45:53Z] hot-set p15-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.87286% E_f(control) 1.24332% X_f +0.62954% X_f/f +0.6295 -> no hot set
+[2026-10-08T14:45:53Z] hot-set p15-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T14:45:53Z] ratio p15-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 0.9999x / 1.0000x / 1.0001x (gate 1.2x at 0.1%: within); over the FLAT control 1.5021x / 1.5055x / 1.5063x
+[2026-10-08T14:45:55Z] attribution: hot threshold count >= 247 marks 19217 items (0.1145% of items) holding 4831373 reads (0.2250% of reads); top 8 items t=0x7b2936:284 t=0x681e3a:283 t=0x4c346f:282 t=0x6d9af2:281 t=0x67ab85:279 t=0x6c283b:278 t=0x68022d:278 t=0x6b137d:277
+[2026-10-08T14:47:10Z] attribution: reads on hot items per position (flat expectation 0.1145% of each position's 16777216 reads); the 24 largest: p117(it7 s5)=0.557% p121(it7 s9)=0.557% p8(it0 s8)=0.556% p37(it2 s5)=0.556% p101(it6 s5)=0.556% p105(it6 s9)=0.555% p23(it1 s7)=0.555% p57(it3 s9)=0.555% p5(it0 s5)=0.555% p71(it4 s7)=0.555% p24(it1 s8)=0.555% p85(it5 s5)=0.555% p104(it6 s8)=0.555% p55(it3 s7)=0.555% p103(it6 s7)=0.555% p21(it1 s5)=0.554% p69(it4 s5)=0.554% p88(it5 s8)=0.554% p40(it2 s8)=0.554% p39(it2 s7)=0.553% p25(it1 s9)=0.553% p56(it3 s8)=0.553% p73(it4 s9)=0.553% p41(it2 s9)=0.552%
+[2026-10-08T14:47:10Z] attribution: hot reads by iteration it0=0.225% it1=0.225% it2=0.225% it3=0.225% it4=0.225% it5=0.225% it6=0.225% it7=0.225% ; by site s0=0.000% s1=0.138% s2=0.138% s3=0.000% s4=0.138% s5=0.555% s6=0.000% s7=0.554% s8=0.554% s9=0.554% s10=0.277% s11=0.138% s12=0.000% s13=0.138% s14=0.138% s15=0.277%
+[2026-10-08T14:47:10Z] site 0 (instr 1, src r1, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1145%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T14:47:10Z] site 1 (instr 2, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1384% (flat expectation 0.1145%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:47:10Z] site 2 (instr 12, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1383% (flat expectation 0.1145%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:47:10Z] site 3 (instr 13, src r1, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1145%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:10Z] site 4 (instr 16, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1383% (flat expectation 0.1145%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:47:10Z] site 5 (instr 18, src r7, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.5549% (flat expectation 0.1145%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:10Z] site 6 (instr 26, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1145%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T14:47:10Z] site 7 (instr 30, src r6, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.5535% (flat expectation 0.1145%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:10Z] site 8 (instr 37, src r5, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.5537% (flat expectation 0.1145%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:10Z] site 9 (instr 38, src r3, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.5536% (flat expectation 0.1145%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:10Z] site 10 (instr 41, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2772% (flat expectation 0.1145%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T14:47:10Z] site 11 (instr 42, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1381% (flat expectation 0.1145%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:47:10Z] site 12 (instr 48, src r1, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1145%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:10Z] site 13 (instr 54, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1381% (flat expectation 0.1145%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:47:10Z] site 14 (instr 55, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1384% (flat expectation 0.1145%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:47:10Z] site 15 (instr 58, src r4, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2770% (flat expectation 0.1145%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T14:47:10Z] attribution: item 0x7b2936 (284 reads) read from positions p119(it7 s7)x9 p40(it2 s8)x9 p104(it6 s8)x9 p8(it0 s8)x8 p25(it1 s9)x8 p69(it4 s5)x8 p88(it5 s8)x8 p21(it1 s5)x7 p23(it1 s7)x7 p24(it1 s8)x7 p53(it3 s5)x7 p103(it6 s7)x6
+[2026-10-08T14:47:10Z] attribution: item 0x681e3a (283 reads) read from positions p55(it3 s7)x10 p87(it5 s7)x10 p8(it0 s8)x9 p21(it1 s5)x8 p9(it0 s9)x7 p69(it4 s5)x7 p71(it4 s7)x7 p85(it5 s5)x7 p119(it7 s7)x7 p122(it7 s10)x6 p5(it0 s5)x6 p10(it0 s10)x6
+[2026-10-08T14:47:10Z] attribution: item 0x4c346f (282 reads) read from positions p5(it0 s5)x10 p57(it3 s9)x9 p85(it5 s5)x9 p7(it0 s7)x8 p21(it1 s5)x8 p71(it4 s7)x8 p89(it5 s9)x8 p119(it7 s7)x8 p106(it6 s10)x7 p117(it7 s5)x7 p8(it0 s8)x6 p23(it1 s7)x6
+[2026-10-08T14:47:10Z] attribution: item 0x6d9af2 (281 reads) read from positions p9(it0 s9)x13 p25(it1 s9)x10 p39(it2 s7)x10 p55(it3 s7)x10 p72(it4 s8)x9 p23(it1 s7)x8 p41(it2 s9)x8 p89(it5 s9)x8 p101(it6 s5)x8 p57(it3 s9)x7 p104(it6 s8)x7 p120(it7 s8)x7
+[2026-10-08T14:47:10Z] attribution: item 0x67ab85 (279 reads) read from positions p37(it2 s5)x9 p120(it7 s8)x9 p39(it2 s7)x8 p73(it4 s9)x8 p119(it7 s7)x8 p15(it0 s15)x7 p25(it1 s9)x7 p88(it5 s8)x7 p117(it7 s5)x7 p7(it0 s7)x6 p23(it1 s7)x6 p55(it3 s7)x6
+[2026-10-08T14:47:10Z] attribution: item 0x6c283b (278 reads) read from positions p101(it6 s5)x12 p39(it2 s7)x10 p85(it5 s5)x9 p57(it3 s9)x8 p69(it4 s5)x8 p89(it5 s9)x8 p104(it6 s8)x7 p40(it2 s8)x7 p55(it3 s7)x7 p117(it7 s5)x7 p41(it2 s9)x6 p42(it2 s10)x6
+[2026-10-08T14:47:10Z] attribution: item 0x68022d (278 reads) read from positions p71(it4 s7)x10 p119(it7 s7)x9 p39(it2 s7)x8 p56(it3 s8)x8 p104(it6 s8)x8 p5(it0 s5)x7 p57(it3 s9)x7 p72(it4 s8)x7 p21(it1 s5)x6 p23(it1 s7)x6 p58(it3 s10)x6 p73(it4 s9)x6
+[2026-10-08T14:47:10Z] attribution: item 0x6b137d (277 reads) read from positions p5(it0 s5)x10 p71(it4 s7)x9 p121(it7 s9)x8 p85(it5 s5)x8 p21(it1 s5)x7 p25(it1 s9)x7 p53(it3 s5)x7 p119(it7 s7)x7 p8(it0 s8)x6 p40(it2 s8)x6 p87(it5 s7)x6 p105(it6 s9)x6
+[2026-10-08T14:47:10Z] hottest item p15-attack-f8 (0x7b2936): 284 reads (0.0000% of all); predicted source none
+[2026-10-08T14:47:10Z] program p15-attack-f8 DONE: 16777216 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+Terminated
+lease: released 8 pool cores after 281 s, exit 0

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-p15/warps-p15-attack-f8-d20733-n16777216-none-distinct.txt

@@ -0,0 +1,145 @@
+# distinct lines_hash: value count
+lines_hash 1008 2
+lines_hash 1013 2
+lines_hash 1014 67
+lines_hash 1015 949
+lines_hash 1016 8201
+lines_hash 1018 1
+lines_hash 1019 5
+lines_hash 1020 148
+lines_hash 1021 4740
+lines_hash 1022 115723
+lines_hash 1023 1853192
+lines_hash 1024 14794186
+# distinct items_hash: value count
+items_hash 126 2
+items_hash 127 9219
+items_hash 128 16767995
+# distinct lines_warp: value count
+lines_warp 32560 1
+lines_warp 32569 1
+lines_warp 32570 2
+lines_warp 32572 1
+lines_warp 32573 1
+lines_warp 32574 1
+lines_warp 32575 2
+lines_warp 32576 5
+lines_warp 32577 3
+lines_warp 32578 7
+lines_warp 32579 2
+lines_warp 32580 4
+lines_warp 32581 12
+lines_warp 32582 11
+lines_warp 32583 10
+lines_warp 32584 22
+lines_warp 32585 24
+lines_warp 32586 33
+lines_warp 32587 32
+lines_warp 32588 48
+lines_warp 32589 45
+lines_warp 32590 54
+lines_warp 32591 97
+lines_warp 32592 98
+lines_warp 32593 123
+lines_warp 32594 154
+lines_warp 32595 193
+lines_warp 32596 244
+lines_warp 32597 302
+lines_warp 32598 332
+lines_warp 32599 365
+lines_warp 32600 436
+lines_warp 32601 527
+lines_warp 32602 614
+lines_warp 32603 811
+lines_warp 32604 924
+lines_warp 32605 1102
+lines_warp 32606 1223
+lines_warp 32607 1436
+lines_warp 32608 1645
+lines_warp 32609 1857
+lines_warp 32610 2194
+lines_warp 32611 2477
+lines_warp 32612 2873
+lines_warp 32613 3251
+lines_warp 32614 3682
+lines_warp 32615 4286
+lines_warp 32616 4692
+lines_warp 32617 5171
+lines_warp 32618 5809
+lines_warp 32619 6543
+lines_warp 32620 7137
+lines_warp 32621 7992
+lines_warp 32622 8638
+lines_warp 32623 9333
+lines_warp 32624 10070
+lines_warp 32625 10774
+lines_warp 32626 11478
+lines_warp 32627 12146
+lines_warp 32628 12979
+lines_warp 32629 13404
+lines_warp 32630 14190
+lines_warp 32631 14581
+lines_warp 32632 15438
+lines_warp 32633 15798
+lines_warp 32634 16045
+lines_warp 32635 16552
+lines_warp 32636 16451
+lines_warp 32637 16858
+lines_warp 32638 16529
+lines_warp 32639 16348
+lines_warp 32640 16087
+lines_warp 32641 15621
+lines_warp 32642 15359
+lines_warp 32643 14754
+lines_warp 32644 14248
+lines_warp 32645 13520
+lines_warp 32646 12623
+lines_warp 32647 12008
+lines_warp 32648 10983
+lines_warp 32649 10226
+lines_warp 32650 9231
+lines_warp 32651 8604
+lines_warp 32652 7743
+lines_warp 32653 6847
+lines_warp 32654 6062
+lines_warp 32655 5364
+lines_warp 32656 4678
+lines_warp 32657 4038
+lines_warp 32658 3509
+lines_warp 32659 2987
+lines_warp 32660 2562
+lines_warp 32661 2117
+lines_warp 32662 1818
+lines_warp 32663 1498
+lines_warp 32664 1169
+lines_warp 32665 858
+lines_warp 32666 738
+lines_warp 32667 573
+lines_warp 32668 470
+lines_warp 32669 380
+lines_warp 32670 308
+lines_warp 32671 197
+lines_warp 32672 154
+lines_warp 32673 98
+lines_warp 32674 98
+lines_warp 32675 76
+lines_warp 32676 59
+lines_warp 32677 32
+lines_warp 32678 26
+lines_warp 32679 10
+lines_warp 32680 10
+lines_warp 32681 11
+lines_warp 32682 2
+lines_warp 32683 3
+lines_warp 32684 1
+lines_warp 32685 3
+lines_warp 32686 1
+lines_warp 32692 1
+# distinct items_warp: value count
+items_warp 4090 21
+items_warp 4091 155
+items_warp 4092 1262
+items_warp 4093 9199
+items_warp 4094 47881
+items_warp 4095 168974
+items_warp 4096 296796

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-p15/warps-p15-attack-f8-d20733-n16777216-none-positions.txt

@@ -0,0 +1,129 @@
+# position iteration site instr max_hi16_bucket_share saturated_share
+0 0 0 1 0.000036 0.000000
+1 0 1 2 0.000019 0.000000
+2 0 2 12 0.000019 0.000000
+3 0 3 13 0.000069 0.000000
+4 0 4 16 0.000019 0.000000
+5 0 5 18 0.000069 0.000000
+6 0 6 26 0.000036 0.000000
+7 0 7 30 0.000068 0.000000
+8 0 8 37 0.000068 0.000000
+9 0 9 38 0.000068 0.000000
+10 0 10 41 0.000036 0.000000
+11 0 11 42 0.000019 0.000000
+12 0 12 48 0.000068 0.000000
+13 0 13 54 0.000020 0.000000
+14 0 14 55 0.000019 0.000000
+15 0 15 58 0.000037 0.000000
+16 1 0 1 0.000036 0.000000
+17 1 1 2 0.000019 0.000000
+18 1 2 12 0.000019 0.000000
+19 1 3 13 0.000068 0.000000
+20 1 4 16 0.000019 0.000000
+21 1 5 18 0.000069 0.000000
+22 1 6 26 0.000037 0.000000
+23 1 7 30 0.000069 0.000000
+24 1 8 37 0.000069 0.000000
+25 1 9 38 0.000069 0.000000
+26 1 10 41 0.000036 0.000000
+27 1 11 42 0.000019 0.000000
+28 1 12 48 0.000068 0.000000
+29 1 13 54 0.000020 0.000000
+30 1 14 55 0.000019 0.000000
+31 1 15 58 0.000037 0.000000
+32 2 0 1 0.000037 0.000000
+33 2 1 2 0.000020 0.000000
+34 2 2 12 0.000020 0.000000
+35 2 3 13 0.000069 0.000000
+36 2 4 16 0.000019 0.000000
+37 2 5 18 0.000069 0.000000
+38 2 6 26 0.000036 0.000000
+39 2 7 30 0.000068 0.000000
+40 2 8 37 0.000070 0.000000
+41 2 9 38 0.000069 0.000000
+42 2 10 41 0.000036 0.000000
+43 2 11 42 0.000019 0.000000
+44 2 12 48 0.000069 0.000000
+45 2 13 54 0.000019 0.000000
+46 2 14 55 0.000019 0.000000
+47 2 15 58 0.000037 0.000000
+48 3 0 1 0.000036 0.000000
+49 3 1 2 0.000019 0.000000
+50 3 2 12 0.000019 0.000000
+51 3 3 13 0.000069 0.000000
+52 3 4 16 0.000019 0.000000
+53 3 5 18 0.000069 0.000000
+54 3 6 26 0.000036 0.000000
+55 3 7 30 0.000069 0.000000
+56 3 8 37 0.000069 0.000000
+57 3 9 38 0.000070 0.000000
+58 3 10 41 0.000036 0.000000
+59 3 11 42 0.000020 0.000000
+60 3 12 48 0.000068 0.000000
+61 3 13 54 0.000019 0.000000
+62 3 14 55 0.000019 0.000000
+63 3 15 58 0.000036 0.000000
+64 4 0 1 0.000037 0.000000
+65 4 1 2 0.000019 0.000000
+66 4 2 12 0.000019 0.000000
+67 4 3 13 0.000069 0.000000
+68 4 4 16 0.000019 0.000000
+69 4 5 18 0.000069 0.000000
+70 4 6 26 0.000036 0.000000
+71 4 7 30 0.000069 0.000000
+72 4 8 37 0.000069 0.000000
+73 4 9 38 0.000069 0.000000
+74 4 10 41 0.000037 0.000000
+75 4 11 42 0.000019 0.000000
+76 4 12 48 0.000069 0.000000
+77 4 13 54 0.000020 0.000000
+78 4 14 55 0.000020 0.000000
+79 4 15 58 0.000036 0.000000
+80 5 0 1 0.000037 0.000000
+81 5 1 2 0.000019 0.000000
+82 5 2 12 0.000019 0.000000
+83 5 3 13 0.000070 0.000000
+84 5 4 16 0.000020 0.000000
+85 5 5 18 0.000069 0.000000
+86 5 6 26 0.000036 0.000000
+87 5 7 30 0.000068 0.000000
+88 5 8 37 0.000069 0.000000
+89 5 9 38 0.000070 0.000000
+90 5 10 41 0.000037 0.000000
+91 5 11 42 0.000019 0.000000
+92 5 12 48 0.000069 0.000000
+93 5 13 54 0.000019 0.000000
+94 5 14 55 0.000019 0.000000
+95 5 15 58 0.000036 0.000000
+96 6 0 1 0.000036 0.000000
+97 6 1 2 0.000019 0.000000
+98 6 2 12 0.000020 0.000000
+99 6 3 13 0.000072 0.000000
+100 6 4 16 0.000020 0.000000
+101 6 5 18 0.000069 0.000000
+102 6 6 26 0.000036 0.000000
+103 6 7 30 0.000068 0.000000
+104 6 8 37 0.000069 0.000000
+105 6 9 38 0.000069 0.000000
+106 6 10 41 0.000036 0.000000
+107 6 11 42 0.000020 0.000000
+108 6 12 48 0.000069 0.000000
+109 6 13 54 0.000020 0.000000
+110 6 14 55 0.000019 0.000000
+111 6 15 58 0.000036 0.000000
+112 7 0 1 0.000036 0.000000
+113 7 1 2 0.000019 0.000000
+114 7 2 12 0.000020 0.000000
+115 7 3 13 0.000069 0.000000
+116 7 4 16 0.000020 0.000000
+117 7 5 18 0.000069 0.000000
+118 7 6 26 0.000036 0.000000
+119 7 7 30 0.000069 0.000000
+120 7 8 37 0.000068 0.000000
+121 7 9 38 0.000068 0.000000
+122 7 10 41 0.000036 0.000000
+123 7 11 42 0.000020 0.000000
+124 7 12 48 0.000069 0.000000
+125 7 13 54 0.000020 0.000000
+126 7 14 55 0.000020 0.000000
+127 7 15 58 0.000037 0.000000

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-p212.log

@@ -0,0 +1,78 @@
+lease: 0 of 2 pool cores free (88 leased); waiting
+lease: pool short for 122 s: sent TERM to the oldest lower-class holder's command (pid 843672, adv, 8 cores; 8 of 2 cores freed)
+lease: holding 8 pool cores (32,33,34,35,36,37,38,39, waited 275 s, class v5, mem 8 GB): class v6 census: pack dry-v5-dn3 F8 known-failed p212 at 2^24 (window control, by site)
+[2026-10-08T14:47:07Z] attack-f8 0.1.0 (igneum-pow 4); args ["census", "--programs", "212..212", "--nonces", "16777216", "--control", "window", "--by-site", "--class", "v5", "--state", "/srv/builds/v6-census/packs/v5-dn3-epoch0/state.igsd1", "--load-class", "mx8+sh256x27+state", "--era-widths", "4", "--day", "20733", "--threads", "8", "--out", "/srv/builds/v6-census/packs-out/dry-v5-dn3/f8-p212"]
+[2026-10-08T14:47:07Z] census warps: programs [212] day 20733 nonces 16777216 threads 8 plant none validate all check_every 997 diag true
+[2026-10-08T14:47:08Z] day 20733: cache filled in 0.60 s, fnv 7334fa46e5d972eb
+[2026-10-08T14:47:16Z] table: 16777216 items derived with their 8 lines in 8.1 s; library comparison all (0 mismatches)
+[2026-10-08T14:47:22Z] program p212-attack-f8: epoch seed 3ff9365abc8f8f22cf607c20f8f875bd0121f0c8f0409064ad5a81ea19c737ef era seed 5bbce245f76d64247ec5b4238b5e68fa00f064982902e13b15d77abab285e8d4 id e88ab328887e5f68 attempt 4 class mx8-era061e9baf+sh256x27+state op mix load=16 add=11 mul=9 xor=8 shfl=6 mad=3 mulhi=3 rotl=3 rotr=2 sub=2 or=1; era stride mul 0xd56f9b19 rot 8 interleave [5, 7, 13, 15] windows 2:2:2 7:1:0 8:0:0 14:1:1 17:0:0 25:1:0 28:2:3 30:2:3 32:1:0 35:2:0 39:1:0 43:2:2 45:0:0 54:2:3 61:1:1 62:0:0
+[2026-10-08T14:47:22Z] load site instr 2: src r7 win 2 off 2; last base writer add at 63; writers back to the last injecting one: add@63; shadow writes of r7 per rep: add=3 mad=3 mul=3 mulhi=3 or=3 rotl=4 rotr=3 shfl=2 sub=5 xor=2
+[2026-10-08T14:47:22Z] load site instr 7: src r5 win 1 off 0; last base writer load at 2; writers back to the last injecting one: load@2; shadow writes of r5 per rep: add=4 mad=5 mul=2 mulhi=2 or=1 rotl=5 rotr=7 shfl=5 sub=1 xor=7
+[2026-10-08T14:47:22Z] load site instr 8: src r3 win 0 off 0; last base writer load at 7; writers back to the last injecting one: load@7; shadow writes of r3 per rep: add=1 mad=4 mul=1 mulhi=4 or=1 rotl=2 rotr=5 shfl=2 sub=1 xor=7
+[2026-10-08T14:47:22Z] load site instr 14: src r0 win 1 off 1; last base writer rotr at 10; writers back to the last injecting one: rotr@10 mad@4; shadow writes of r0 per rep: add=4 mad=2 mul=4 mulhi=2 or=2 rotl=3 rotr=4 shfl=3 xor=7
+[2026-10-08T14:47:22Z] load site instr 17: src r6 win 0 off 0; last base writer shfl at 15; writers back to the last injecting one: shfl@15; shadow writes of r6 per rep: add=7 mad=3 mul=2 mulhi=6 or=2 rotl=6 rotr=1 shfl=2 sub=2 xor=3
+[2026-10-08T14:47:22Z] load site instr 25: src r3 win 1 off 0; last base writer load at 17; writers back to the last injecting one: load@17; shadow writes of r3 per rep: add=1 mad=4 mul=1 mulhi=4 or=1 rotl=2 rotr=5 shfl=2 sub=1 xor=7
+[2026-10-08T14:47:22Z] load site instr 28: src r6 win 2 off 3; last base writer sub at 27; writers back to the last injecting one: sub@27; shadow writes of r6 per rep: add=7 mad=3 mul=2 mulhi=6 or=2 rotl=6 rotr=1 shfl=2 sub=2 xor=3
+[2026-10-08T14:47:22Z] load site instr 30: src r2 win 2 off 3; last base writer xor at 18; writers back to the last injecting one: xor@18; shadow writes of r2 per rep: add=8 mad=1 mul=2 or=4 rotl=3 rotr=2 shfl=3 sub=4 xor=3
+[2026-10-08T14:47:22Z] load site instr 32: src r1 win 1 off 0; last base writer xor at 20; writers back to the last injecting one: xor@20; shadow writes of r1 per rep: add=6 mad=6 mul=3 mulhi=3 or=2 rotl=2 rotr=2 shfl=3 xor=3
+[2026-10-08T14:47:22Z] load site instr 35: src r6 win 2 off 0; last base writer mad at 34; writers back to the last injecting one: mad@34; shadow writes of r6 per rep: add=7 mad=3 mul=2 mulhi=6 or=2 rotl=6 rotr=1 shfl=2 sub=2 xor=3
+[2026-10-08T14:47:22Z] load site instr 39: src r1 win 1 off 0; last base writer add at 33; writers back to the last injecting one: add@33; shadow writes of r1 per rep: add=6 mad=6 mul=3 mulhi=3 or=2 rotl=2 rotr=2 shfl=3 xor=3
+[2026-10-08T14:47:22Z] load site instr 43: src r3 win 2 off 2; last base writer xor at 42; writers back to the last injecting one: xor@42; shadow writes of r3 per rep: add=1 mad=4 mul=1 mulhi=4 or=1 rotl=2 rotr=5 shfl=2 sub=1 xor=7
+[2026-10-08T14:47:22Z] load site instr 45: src r0 win 0 off 0; last base writer load at 39; writers back to the last injecting one: load@39; shadow writes of r0 per rep: add=4 mad=2 mul=4 mulhi=2 or=2 rotl=3 rotr=4 shfl=3 xor=7
+[2026-10-08T14:47:22Z] load site instr 54: src r6 win 2 off 3; last base writer add at 41; writers back to the last injecting one: add@41; shadow writes of r6 per rep: add=7 mad=3 mul=2 mulhi=6 or=2 rotl=6 rotr=1 shfl=2 sub=2 xor=3
+[2026-10-08T14:47:22Z] load site instr 61: src r7 win 1 off 1; last base writer mad at 59; writers back to the last injecting one: mad@59; shadow writes of r7 per rep: add=3 mad=3 mul=3 mulhi=3 or=3 rotl=4 rotr=3 shfl=2 sub=5 xor=2
+[2026-10-08T14:47:22Z] load site instr 62: src r1 win 0 off 0; last base writer load at 54; writers back to the last injecting one: load@54; shadow writes of r1 per rep: add=6 mad=6 mul=3 mulhi=3 or=2 rotl=2 rotr=2 shfl=3 xor=3
+[2026-10-08T14:47:22Z] window layer: site item windows (first, items) (0x800000,2^22) (0x0,2^23) (0x0,2^24) (0x800000,2^23) (0x0,2^24) (0x0,2^23) (0xc00000,2^22) (0xc00000,2^22) (0x0,2^23) (0x0,2^22) (0x0,2^23) (0x800000,2^22) (0x0,2^24) (0xc00000,2^22) (0x800000,2^23) (0x0,2^24); expected reads per item by quarter 128.000 96.000 128.000 160.000 (flat uniform 128.000)
+[2026-10-08T14:49:28Z] 524288 warps (16777216 nonces) interpreted in 126.7 s (1.933 ms per warp per thread); Epoch::hash_warp agreement on 589 warps: 0 mismatches
+[2026-10-08T14:49:28Z] p212-attack-f8 distinct lines per hash: n 16777216 min 1007 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8698
+[2026-10-08T14:49:28Z] p212-attack-f8 distinct items per hash: n 16777216 min 126 p1 128 median 128 p99 128 max 128 mean 127.9993
+[2026-10-08T14:49:28Z] p212-attack-f8 distinct lines per warp: n 524288 min 32558 p1 32605 median 32637 p99 32664 max 32687 mean 32636.1822
+[2026-10-08T14:49:28Z] p212-attack-f8 distinct items per warp: n 524288 min 4089 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4761
+[2026-10-08T14:49:28Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T14:49:28Z] positions: largest hi16-bucket (256 items) share 0.0115% at p121 (iteration 7, site 9, instr 35); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p10 (site 10, instr 39)
+[2026-10-08T14:49:28Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p41 (site 9, instr 35); saturated sources at one position 0 of 2048 at p0 (site 0, instr 2); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T14:49:28Z] p212-attack-f8 item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 296 (bin 16) z_max +14.85 min 47 z_min -7.16 chi2/dof 6.17400 chi2_z +14985.51 top0.1% 0.18498% top0.5% 0.85419% top1% 1.63426%
+[2026-10-08T14:49:29Z] p212-attack-f8 item histogram against the window density: full 2^24 chi2/dof 2.13735 largest 296 (item 0x10) at +14.85 sigma smallest at -5.48; buckets64 chi2/dof 73.79708 largest 16444 (bucket 0) at +91.17 sigma smallest at -15.39
+[2026-10-08T14:49:35Z] p212-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 231 (bin 14365345) z_max +9.10 min 48 z_min -7.07 chi2/dof 4.99924 chi2_z +11583.03 top0.1% 0.15523% top0.5% 0.74776% top1% 1.46772%
+[2026-10-08T14:49:35Z] p212-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99978 largest +6.02 sigma; buckets64 chi2/dof 0.99767 largest +4.97 smallest -4.46
+[2026-10-08T14:49:35Z] 6-sigma p212-attack-f8 items buckets64 against the window density: largest bucket +91.17 sigma, smallest -15.39 -> FLAGGED (beyond 6 sigma)
+[2026-10-08T14:49:35Z] hot-set p212-attack-f8 items (windowed control): f 0.1% S_f 0.18498% E_f(control) 0.15523% X_f +0.02975% X_f/f +0.2975 -> no hot set
+[2026-10-08T14:49:35Z] hot-set p212-attack-f8 items (windowed control): f 0.5% S_f 0.85419% E_f(control) 0.74776% X_f +0.10643% X_f/f +0.2129 -> no hot set
+[2026-10-08T14:49:35Z] hot-set p212-attack-f8 items (windowed control): f 1.0% S_f 1.63426% E_f(control) 1.46772% X_f +0.16655% X_f/f +0.1665 -> no hot set
+[2026-10-08T14:49:35Z] hot-set p212-attack-f8 items (windowed control): verdict clear
+[2026-10-08T14:49:40Z] p212-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 194 (bin 15903188) z_max +5.83 min 73 z_min -4.86 chi2/dof 0.99977 chi2_z -0.68 top0.1% 0.13105% top0.5% 0.63246% top1% 1.24332%
+[2026-10-08T14:49:40Z] hot-set p212-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.18498% E_f(control) 0.13105% X_f +0.05392% X_f/f +0.5392 -> no hot set
+[2026-10-08T14:49:40Z] hot-set p212-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.85419% E_f(control) 0.63246% X_f +0.22174% X_f/f +0.4435 -> no hot set
+[2026-10-08T14:49:40Z] hot-set p212-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.63426% E_f(control) 1.24332% X_f +0.39094% X_f/f +0.3909 -> no hot set
+[2026-10-08T14:49:40Z] hot-set p212-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T14:49:40Z] ratio p212-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.1917x / 1.1423x / 1.1135x (gate 1.2x at 0.1%: within); over the FLAT control 1.4115x / 1.3506x / 1.3144x
+[2026-10-08T14:49:41Z] attribution: hot threshold count >= 227 marks 18346 items (0.1094% of items) holding 4328551 reads (0.2016% of reads); top 8 items t=0x000010:296 t=0x00000d:295 t=0x3c001f:289 t=0x18001a:289 t=0x00000e:289 t=0x380013:286 t=0x100023:284 t=0x328033:281
+[2026-10-08T14:50:41Z] attribution: reads on hot items per position (flat expectation 0.1094% of each position's 16777216 reads); the 24 largest: p41(it2 s9)=1.793% p73(it4 s9)=1.792% p121(it7 s9)=1.791% p25(it1 s9)=1.790% p9(it0 s9)=1.790% p89(it5 s9)=1.786% p105(it6 s9)=1.786% p57(it3 s9)=1.783% p122(it7 s10)=0.240% p101(it6 s5)=0.239% p26(it1 s10)=0.239% p106(it6 s10)=0.239% p37(it2 s5)=0.239% p72(it4 s8)=0.239% p117(it7 s5)=0.239% p90(it5 s10)=0.239% p97(it6 s1)=0.238% p1(it0 s1)=0.238% p88(it5 s8)=0.238% p74(it4 s10)=0.238% p56(it3 s8)=0.238% p58(it3 s10)=0.238% p49(it3 s1)=0.238% p33(it2 s1)=0.238%
+[2026-10-08T14:50:41Z] attribution: hot reads by iteration it0=0.201% it1=0.202% it2=0.202% it3=0.201% it4=0.202% it5=0.201% it6=0.202% it7=0.202% ; by site s0=0.000% s1=0.237% s2=0.119% s3=0.001% s4=0.119% s5=0.238% s6=0.002% s7=0.002% s8=0.238% s9=1.789% s10=0.238% s11=0.000% s12=0.119% s13=0.002% s14=0.001% s15=0.120%
+[2026-10-08T14:50:41Z] site 0 (instr 2, src r7, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1094%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:50:41Z] site 1 (instr 7, src r5, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2373% (flat expectation 0.1094%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T14:50:41Z] site 2 (instr 8, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1194% (flat expectation 0.1094%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:50:41Z] site 3 (instr 14, src r0, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0008% (flat expectation 0.1094%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T14:50:41Z] site 4 (instr 17, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1193% (flat expectation 0.1094%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:50:41Z] site 5 (instr 25, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2380% (flat expectation 0.1094%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T14:50:41Z] site 6 (instr 28, src r6, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0017% (flat expectation 0.1094%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:50:41Z] site 7 (instr 30, src r2, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0017% (flat expectation 0.1094%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:50:41Z] site 8 (instr 32, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2377% (flat expectation 0.1094%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T14:50:41Z] site 9 (instr 35, src r6, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 1.7887% (flat expectation 0.1094%); index entropy 13.981 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0107% (window expectation 0.0061%)
+[2026-10-08T14:50:41Z] site 10 (instr 39, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2384% (flat expectation 0.1094%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T14:50:41Z] site 11 (instr 43, src r3, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1094%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:50:41Z] site 12 (instr 45, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1190% (flat expectation 0.1094%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:50:41Z] site 13 (instr 54, src r6, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0023% (flat expectation 0.1094%); index entropy 13.999 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0065% (window expectation 0.0061%)
+[2026-10-08T14:50:41Z] site 14 (instr 61, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0010% (flat expectation 0.1094%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T14:50:41Z] site 15 (instr 62, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1196% (flat expectation 0.1094%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:50:41Z] attribution: item 0x000010 (296 reads) read from positions p121(it7 s9)x29 p89(it5 s9)x28 p25(it1 s9)x24 p57(it3 s9)x24 p73(it4 s9)x23 p105(it6 s9)x22 p9(it0 s9)x21 p41(it2 s9)x20 p1(it0 s1)x7 p90(it5 s10)x6 p5(it0 s5)x5 p17(it1 s1)x5
+[2026-10-08T14:50:41Z] attribution: item 0x00000d (295 reads) read from positions p9(it0 s9)x30 p73(it4 s9)x27 p121(it7 s9)x27 p41(it2 s9)x21 p89(it5 s9)x21 p57(it3 s9)x20 p105(it6 s9)x19 p25(it1 s9)x18 p28(it1 s12)x5 p53(it3 s5)x5 p98(it6 s2)x5 p17(it1 s1)x4
+[2026-10-08T14:50:41Z] attribution: item 0x3c001f (289 reads) read from positions p121(it7 s9)x28 p105(it6 s9)x27 p89(it5 s9)x22 p25(it1 s9)x21 p73(it4 s9)x20 p41(it2 s9)x19 p57(it3 s9)x18 p9(it0 s9)x10 p21(it1 s5)x6 p5(it0 s5)x5 p8(it0 s8)x5 p20(it1 s4)x5
+[2026-10-08T14:50:41Z] attribution: item 0x18001a (289 reads) read from positions p73(it4 s9)x28 p121(it7 s9)x27 p41(it2 s9)x21 p105(it6 s9)x20 p25(it1 s9)x18 p89(it5 s9)x17 p9(it0 s9)x16 p57(it3 s9)x15 p104(it6 s8)x7 p58(it3 s10)x6 p85(it5 s5)x6 p97(it6 s1)x6
+[2026-10-08T14:50:41Z] attribution: item 0x00000e (289 reads) read from positions p25(it1 s9)x24 p41(it2 s9)x24 p57(it3 s9)x21 p89(it5 s9)x21 p105(it6 s9)x21 p73(it4 s9)x20 p121(it7 s9)x18 p9(it0 s9)x16 p10(it0 s10)x5 p26(it1 s10)x5 p56(it3 s8)x5 p81(it5 s1)x5
+[2026-10-08T14:50:41Z] attribution: item 0x380013 (286 reads) read from positions p89(it5 s9)x29 p57(it3 s9)x23 p121(it7 s9)x22 p105(it6 s9)x22 p9(it0 s9)x19 p25(it1 s9)x19 p73(it4 s9)x18 p41(it2 s9)x14 p85(it5 s5)x7 p21(it1 s5)x5 p97(it6 s1)x5 p1(it0 s1)x4
+[2026-10-08T14:50:41Z] attribution: item 0x100023 (284 reads) read from positions p57(it3 s9)x30 p73(it4 s9)x29 p121(it7 s9)x27 p41(it2 s9)x23 p105(it6 s9)x22 p89(it5 s9)x20 p9(it0 s9)x18 p25(it1 s9)x14 p81(it5 s1)x5 p117(it7 s5)x5 p1(it0 s1)x4 p5(it0 s5)x4
+[2026-10-08T14:50:41Z] attribution: item 0x328033 (281 reads) read from positions p89(it5 s9)x24 p25(it1 s9)x21 p73(it4 s9)x21 p41(it2 s9)x20 p105(it6 s9)x19 p9(it0 s9)x18 p57(it3 s9)x18 p121(it7 s9)x15 p113(it7 s1)x7 p104(it6 s8)x5 p26(it1 s10)x4 p42(it2 s10)x4
+[2026-10-08T14:50:41Z] hottest item p212-attack-f8 (0x000010): 296 reads (0.0000% of all); predicted source site-instr7:r5:one-one-bit:last-writer-load@2
+[2026-10-08T14:50:41Z] program p212-attack-f8 DONE: 16777216 nonces; 6-sigma (windowed) FLAGGED; hot-set clear; verdict FLAGGED
+lease: released 8 pool cores after 490 s, exit 0

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-p212/warps-p212-attack-f8-d20733-n16777216-none-distinct.txt

@@ -0,0 +1,143 @@
+# distinct lines_hash: value count
+lines_hash 1007 1
+lines_hash 1008 3
+lines_hash 1013 3
+lines_hash 1014 88
+lines_hash 1015 1227
+lines_hash 1016 9991
+lines_hash 1019 2
+lines_hash 1020 154
+lines_hash 1021 4790
+lines_hash 1022 115531
+lines_hash 1023 1846778
+lines_hash 1024 14798648
+# distinct items_hash: value count
+items_hash 126 4
+items_hash 127 11309
+items_hash 128 16765903
+# distinct lines_warp: value count
+lines_warp 32558 1
+lines_warp 32565 1
+lines_warp 32569 1
+lines_warp 32574 1
+lines_warp 32576 1
+lines_warp 32577 3
+lines_warp 32578 2
+lines_warp 32579 4
+lines_warp 32580 6
+lines_warp 32581 5
+lines_warp 32582 4
+lines_warp 32583 7
+lines_warp 32584 20
+lines_warp 32585 16
+lines_warp 32586 24
+lines_warp 32587 30
+lines_warp 32588 34
+lines_warp 32589 40
+lines_warp 32590 67
+lines_warp 32591 75
+lines_warp 32592 74
+lines_warp 32593 107
+lines_warp 32594 135
+lines_warp 32595 160
+lines_warp 32596 175
+lines_warp 32597 229
+lines_warp 32598 263
+lines_warp 32599 311
+lines_warp 32600 400
+lines_warp 32601 486
+lines_warp 32602 529
+lines_warp 32603 711
+lines_warp 32604 755
+lines_warp 32605 965
+lines_warp 32606 1124
+lines_warp 32607 1283
+lines_warp 32608 1569
+lines_warp 32609 1732
+lines_warp 32610 2079
+lines_warp 32611 2360
+lines_warp 32612 2669
+lines_warp 32613 3070
+lines_warp 32614 3520
+lines_warp 32615 3948
+lines_warp 32616 4465
+lines_warp 32617 4973
+lines_warp 32618 5515
+lines_warp 32619 6183
+lines_warp 32620 6912
+lines_warp 32621 7585
+lines_warp 32622 8234
+lines_warp 32623 9001
+lines_warp 32624 10147
+lines_warp 32625 10612
+lines_warp 32626 11146
+lines_warp 32627 12101
+lines_warp 32628 12757
+lines_warp 32629 13458
+lines_warp 32630 14207
+lines_warp 32631 14693
+lines_warp 32632 15245
+lines_warp 32633 15758
+lines_warp 32634 16042
+lines_warp 32635 16359
+lines_warp 32636 16560
+lines_warp 32637 16453
+lines_warp 32638 16882
+lines_warp 32639 16581
+lines_warp 32640 16366
+lines_warp 32641 15852
+lines_warp 32642 15325
+lines_warp 32643 15146
+lines_warp 32644 14445
+lines_warp 32645 13654
+lines_warp 32646 13069
+lines_warp 32647 12290
+lines_warp 32648 11441
+lines_warp 32649 10672
+lines_warp 32650 9663
+lines_warp 32651 8845
+lines_warp 32652 7982
+lines_warp 32653 7129
+lines_warp 32654 6180
+lines_warp 32655 5567
+lines_warp 32656 5030
+lines_warp 32657 4113
+lines_warp 32658 3634
+lines_warp 32659 3137
+lines_warp 32660 2548
+lines_warp 32661 2210
+lines_warp 32662 1834
+lines_warp 32663 1463
+lines_warp 32664 1270
+lines_warp 32665 1004
+lines_warp 32666 795
+lines_warp 32667 697
+lines_warp 32668 493
+lines_warp 32669 395
+lines_warp 32670 288
+lines_warp 32671 227
+lines_warp 32672 183
+lines_warp 32673 133
+lines_warp 32674 98
+lines_warp 32675 75
+lines_warp 32676 52
+lines_warp 32677 26
+lines_warp 32678 28
+lines_warp 32679 19
+lines_warp 32680 13
+lines_warp 32681 7
+lines_warp 32682 7
+lines_warp 32683 6
+lines_warp 32684 6
+lines_warp 32685 3
+lines_warp 32686 1
+lines_warp 32687 2
+# distinct items_warp: value count
+items_warp 4089 1
+items_warp 4090 12
+items_warp 4091 106
+items_warp 4092 1019
+items_warp 4093 7422
+items_warp 4094 42596
+items_warp 4095 162554
+items_warp 4096 310578

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-p212/warps-p212-attack-f8-d20733-n16777216-none-positions.txt

@@ -0,0 +1,129 @@
+# position iteration site instr max_hi16_bucket_share saturated_share
+0 0 0 2 0.000069 0.000000
+1 0 1 7 0.000036 0.000000
+2 0 2 8 0.000020 0.000000
+3 0 3 14 0.000036 0.000000
+4 0 4 17 0.000020 0.000000
+5 0 5 25 0.000036 0.000000
+6 0 6 28 0.000069 0.000000
+7 0 7 30 0.000068 0.000000
+8 0 8 32 0.000036 0.000000
+9 0 9 35 0.000108 0.000000
+10 0 10 39 0.000036 0.000000
+11 0 11 43 0.000068 0.000000
+12 0 12 45 0.000020 0.000000
+13 0 13 54 0.000070 0.000000
+14 0 14 61 0.000036 0.000000
+15 0 15 62 0.000020 0.000000
+16 1 0 2 0.000069 0.000000
+17 1 1 7 0.000036 0.000000
+18 1 2 8 0.000019 0.000000
+19 1 3 14 0.000036 0.000000
+20 1 4 17 0.000020 0.000000
+21 1 5 25 0.000036 0.000000
+22 1 6 28 0.000069 0.000000
+23 1 7 30 0.000070 0.000000
+24 1 8 32 0.000036 0.000000
+25 1 9 35 0.000111 0.000000
+26 1 10 39 0.000036 0.000000
+27 1 11 43 0.000069 0.000000
+28 1 12 45 0.000019 0.000000
+29 1 13 54 0.000070 0.000000
+30 1 14 61 0.000036 0.000000
+31 1 15 62 0.000019 0.000000
+32 2 0 2 0.000069 0.000000
+33 2 1 7 0.000036 0.000000
+34 2 2 8 0.000019 0.000000
+35 2 3 14 0.000036 0.000000
+36 2 4 17 0.000019 0.000000
+37 2 5 25 0.000036 0.000000
+38 2 6 28 0.000069 0.000000
+39 2 7 30 0.000069 0.000000
+40 2 8 32 0.000036 0.000000
+41 2 9 35 0.000110 0.000000
+42 2 10 39 0.000037 0.000000
+43 2 11 43 0.000068 0.000000
+44 2 12 45 0.000020 0.000000
+45 2 13 54 0.000070 0.000000
+46 2 14 61 0.000036 0.000000
+47 2 15 62 0.000019 0.000000
+48 3 0 2 0.000069 0.000000
+49 3 1 7 0.000037 0.000000
+50 3 2 8 0.000019 0.000000
+51 3 3 14 0.000036 0.000000
+52 3 4 17 0.000020 0.000000
+53 3 5 25 0.000036 0.000000
+54 3 6 28 0.000069 0.000000
+55 3 7 30 0.000070 0.000000
+56 3 8 32 0.000036 0.000000
+57 3 9 35 0.000103 0.000000
+58 3 10 39 0.000036 0.000000
+59 3 11 43 0.000069 0.000000
+60 3 12 45 0.000020 0.000000
+61 3 13 54 0.000070 0.000000
+62 3 14 61 0.000036 0.000000
+63 3 15 62 0.000019 0.000000
+64 4 0 2 0.000068 0.000000
+65 4 1 7 0.000036 0.000000
+66 4 2 8 0.000019 0.000000
+67 4 3 14 0.000035 0.000000
+68 4 4 17 0.000019 0.000000
+69 4 5 25 0.000036 0.000000
+70 4 6 28 0.000069 0.000000
+71 4 7 30 0.000069 0.000000
+72 4 8 32 0.000036 0.000000
+73 4 9 35 0.000103 0.000000
+74 4 10 39 0.000037 0.000000
+75 4 11 43 0.000069 0.000000
+76 4 12 45 0.000020 0.000000
+77 4 13 54 0.000072 0.000000
+78 4 14 61 0.000036 0.000000
+79 4 15 62 0.000019 0.000000
+80 5 0 2 0.000069 0.000000
+81 5 1 7 0.000036 0.000000
+82 5 2 8 0.000019 0.000000
+83 5 3 14 0.000036 0.000000
+84 5 4 17 0.000019 0.000000
+85 5 5 25 0.000036 0.000000
+86 5 6 28 0.000069 0.000000
+87 5 7 30 0.000068 0.000000
+88 5 8 32 0.000036 0.000000
+89 5 9 35 0.000105 0.000000
+90 5 10 39 0.000037 0.000000
+91 5 11 43 0.000068 0.000000
+92 5 12 45 0.000019 0.000000
+93 5 13 54 0.000070 0.000000
+94 5 14 61 0.000036 0.000000
+95 5 15 62 0.000019 0.000000
+96 6 0 2 0.000068 0.000000
+97 6 1 7 0.000036 0.000000
+98 6 2 8 0.000019 0.000000
+99 6 3 14 0.000037 0.000000
+100 6 4 17 0.000019 0.000000
+101 6 5 25 0.000036 0.000000
+102 6 6 28 0.000068 0.000000
+103 6 7 30 0.000069 0.000000
+104 6 8 32 0.000036 0.000000
+105 6 9 35 0.000104 0.000000
+106 6 10 39 0.000037 0.000000
+107 6 11 43 0.000069 0.000000
+108 6 12 45 0.000019 0.000000
+109 6 13 54 0.000071 0.000000
+110 6 14 61 0.000037 0.000000
+111 6 15 62 0.000019 0.000000
+112 7 0 2 0.000070 0.000000
+113 7 1 7 0.000036 0.000000
+114 7 2 8 0.000019 0.000000
+115 7 3 14 0.000036 0.000000
+116 7 4 17 0.000020 0.000000
+117 7 5 25 0.000036 0.000000
+118 7 6 28 0.000068 0.000000
+119 7 7 30 0.000069 0.000000
+120 7 8 32 0.000036 0.000000
+121 7 9 35 0.000115 0.000000
+122 7 10 39 0.000036 0.000000
+123 7 11 43 0.000068 0.000000
+124 7 12 45 0.000019 0.000000
+125 7 13 54 0.000070 0.000000
+126 7 14 61 0.000037 0.000000
+127 7 15 62 0.000020 0.000000

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-p225.log

@@ -0,0 +1,79 @@
+lease: 0 of 2 pool cores free (88 leased); waiting
+lease: pool short for 122 s: sent TERM to the oldest lower-class holder's command (pid 843672, adv, 8 cores; 8 of 2 cores freed)
+lease: holding 8 pool cores (64,65,66,67,68,69,70,71, waited 285 s, class v5, mem 8 GB): class v6 census: pack dry-v5-dn3 F8 known-failed p225 at 2^24 (window control, by site)
+[2026-10-08T14:47:18Z] attack-f8 0.1.0 (igneum-pow 4); args ["census", "--programs", "225..225", "--nonces", "16777216", "--control", "window", "--by-site", "--class", "v5", "--state", "/srv/builds/v6-census/packs/v5-dn3-epoch0/state.igsd1", "--load-class", "mx8+sh256x27+state", "--era-widths", "4", "--day", "20733", "--threads", "8", "--out", "/srv/builds/v6-census/packs-out/dry-v5-dn3/f8-p225"]
+[2026-10-08T14:47:18Z] census warps: programs [225] day 20733 nonces 16777216 threads 8 plant none validate all check_every 997 diag true
+[2026-10-08T14:47:19Z] day 20733: cache filled in 0.62 s, fnv 7334fa46e5d972eb
+[2026-10-08T14:47:32Z] table: 16777216 items derived with their 8 lines in 12.6 s; library comparison all (0 mismatches)
+[2026-10-08T14:47:36Z] program p225-attack-f8: epoch seed fb1148e75003cb29c313b7e815e1786e78334aa7bfccd7bb47191af0f1c6f97e era seed f3a9e409ea5db0210c63a2f412442f560b7619672a5bb0941345cba4fa8d2c67 id c0c9102d821904e5 attempt 0 class mx8-era3f991ed2+sh256x27+state op mix load=16 mad=8 add=7 xor=7 rotr=6 mulhi=5 rotl=5 mul=4 or=3 sub=2 shfl=1; era stride mul 0x2ef225c7 rot 2 interleave [0, 12, 14, 15] windows 5:2:1 9:0:0 13:1:1 20:1:1 23:1:1 25:0:0 30:1:1 31:0:0 36:0:0 37:2:2 40:0:0 47:0:0 49:0:0 53:2:0 54:0:0 56:0:0
+[2026-10-08T14:47:36Z] load site instr 5: src r7 win 2 off 1; last base writer mad at 1; writers back to the last injecting one: mad@1; shadow writes of r7 per rep: add=7 mad=5 mul=3 mulhi=3 or=3 rotl=3 rotr=1 shfl=4 sub=2 xor=3
+[2026-10-08T14:47:36Z] load site instr 9: src r0 win 0 off 0; last base writer xor at 2; writers back to the last injecting one: xor@2; shadow writes of r0 per rep: add=6 mad=2 mul=3 mulhi=4 rotl=1 rotr=2 shfl=6 sub=2 xor=4
+[2026-10-08T14:47:36Z] load site instr 13: src r2 win 1 off 1; last base writer xor at 11; writers back to the last injecting one: xor@11; shadow writes of r2 per rep: add=4 mad=3 mul=5 mulhi=1 rotl=1 rotr=2 sub=1 xor=3
+[2026-10-08T14:47:36Z] load site instr 20: src r5 win 1 off 1; last base writer add at 18; writers back to the last injecting one: add@18; shadow writes of r5 per rep: add=4 mad=3 mul=3 or=2 rotl=1 rotr=3 shfl=7 sub=3 xor=5
+[2026-10-08T14:47:36Z] load site instr 23: src r7 win 1 off 1; last base writer mad at 21; writers back to the last injecting one: mad@21; shadow writes of r7 per rep: add=7 mad=5 mul=3 mulhi=3 or=3 rotl=3 rotr=1 shfl=4 sub=2 xor=3
+[2026-10-08T14:47:36Z] load site instr 25: src r4 win 0 off 0; last base writer xor at 22; writers back to the last injecting one: xor@22; shadow writes of r4 per rep: add=2 mad=3 mul=7 mulhi=2 rotl=2 rotr=2 shfl=6 sub=4 xor=6
+[2026-10-08T14:47:36Z] load site instr 30: src r1 win 1 off 1; last base writer load at 13; writers back to the last injecting one: load@13; shadow writes of r1 per rep: add=4 mad=2 mul=4 mulhi=1 or=2 rotl=5 rotr=1 shfl=2 sub=2 xor=7
+[2026-10-08T14:47:36Z] load site instr 31: src r2 win 0 off 0; last base writer load at 23; writers back to the last injecting one: load@23; shadow writes of r2 per rep: add=4 mad=3 mul=5 mulhi=1 rotl=1 rotr=2 sub=1 xor=3
+[2026-10-08T14:47:36Z] load site instr 36: src r3 win 0 off 0; last base writer sub at 35; writers back to the last injecting one: sub@35; shadow writes of r3 per rep: add=5 mad=3 mul=7 mulhi=3 rotl=3 rotr=6 shfl=4 sub=4 xor=4
+[2026-10-08T14:47:36Z] load site instr 37: src r5 win 2 off 2; last base writer load at 36; writers back to the last injecting one: load@36; shadow writes of r5 per rep: add=4 mad=3 mul=3 or=2 rotl=1 rotr=3 shfl=7 sub=3 xor=5
+[2026-10-08T14:47:36Z] load site instr 40: src r6 win 0 off 0; last base writer load at 25; writers back to the last injecting one: load@25; shadow writes of r6 per rep: add=7 mad=5 mul=3 mulhi=4 or=1 rotl=4 rotr=3 shfl=9 xor=2
+[2026-10-08T14:47:36Z] load site instr 47: src r1 win 0 off 0; last base writer load at 40; writers back to the last injecting one: load@40; shadow writes of r1 per rep: add=4 mad=2 mul=4 mulhi=1 or=2 rotl=5 rotr=1 shfl=2 sub=2 xor=7
+[2026-10-08T14:47:36Z] load site instr 49: src r7 win 0 off 0; last base writer load at 47; writers back to the last injecting one: load@47; shadow writes of r7 per rep: add=7 mad=5 mul=3 mulhi=3 or=3 rotl=3 rotr=1 shfl=4 sub=2 xor=3
+[2026-10-08T14:47:36Z] load site instr 53: src r0 win 2 off 0; last base writer mad at 48; writers back to the last injecting one: mad@48; shadow writes of r0 per rep: add=6 mad=2 mul=3 mulhi=4 rotl=1 rotr=2 shfl=6 sub=2 xor=4
+[2026-10-08T14:47:36Z] load site instr 54: src r2 win 0 off 0; last base writer load at 53; writers back to the last injecting one: load@53; shadow writes of r2 per rep: add=4 mad=3 mul=5 mulhi=1 rotl=1 rotr=2 sub=1 xor=3
+[2026-10-08T14:47:36Z] load site instr 56: src r5 win 0 off 0; last base writer rotl at 39; writers back to the last injecting one: rotl@39 load@36; shadow writes of r5 per rep: add=4 mad=3 mul=3 or=2 rotl=1 rotr=3 shfl=7 sub=3 xor=5
+[2026-10-08T14:47:36Z] window layer: site item windows (first, items) (0x400000,2^22) (0x0,2^24) (0x800000,2^23) (0x800000,2^23) (0x800000,2^23) (0x0,2^24) (0x800000,2^23) (0x0,2^24) (0x0,2^24) (0x800000,2^22) (0x0,2^24) (0x0,2^24) (0x0,2^24) (0x0,2^22) (0x0,2^24) (0x0,2^24); expected reads per item by quarter 104.000 104.000 168.000 136.000 (flat uniform 128.000)
+[2026-10-08T14:50:44Z] 524288 warps (16777216 nonces) interpreted in 188.1 s (2.870 ms per warp per thread); Epoch::hash_warp agreement on 589 warps: 0 mismatches
+[2026-10-08T14:50:44Z] p225-attack-f8 distinct lines per hash: n 16777216 min 1008 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8708
+[2026-10-08T14:50:44Z] p225-attack-f8 distinct items per hash: n 16777216 min 126 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T14:50:44Z] p225-attack-f8 distinct lines per warp: n 524288 min 32566 p1 32605 median 32637 p99 32664 max 32691 mean 32636.1991
+[2026-10-08T14:50:44Z] p225-attack-f8 distinct items per warp: n 524288 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4774
+[2026-10-08T14:50:44Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T14:50:44Z] positions: largest hi16-bucket (256 items) share 0.0070% at p121 (iteration 7, site 9, instr 37); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 5)
+[2026-10-08T14:50:44Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p119 (site 7, instr 31); saturated sources at one position 0 of 2048 at p0 (site 0, instr 5); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T14:50:44Z] p225-attack-f8 item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 336 (bin 11534336) z_max +18.38 min 57 z_min -6.28 chi2/dof 7.19172 chi2_z +17933.14 top0.1% 0.20210% top0.5% 0.90987% top1% 1.73366%
+[2026-10-08T14:50:44Z] p225-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.58866 largest 298 (item 0xf9c000) at +13.89 sigma smallest at -5.40; buckets64 chi2/dof 1.04739 largest 9131 (bucket 229088) at +4.58 sigma smallest at -5.09
+[2026-10-08T14:50:55Z] p225-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 243 (bin 8547428) z_max +10.16 min 56 z_min -6.36 chi2/dof 6.50051 chi2_z +15931.17 top0.1% 0.16224% top0.5% 0.78191% top1% 1.53535%
+[2026-10-08T14:50:55Z] p225-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99989 largest +6.43 sigma; buckets64 chi2/dof 0.99991 largest +4.49 smallest -4.67
+[2026-10-08T14:50:55Z] 6-sigma p225-attack-f8 items buckets64 against the window density: largest bucket +4.58 sigma, smallest -5.09 -> within 6 sigma
+[2026-10-08T14:50:55Z] hot-set p225-attack-f8 items (windowed control): f 0.1% S_f 0.20210% E_f(control) 0.16224% X_f +0.03986% X_f/f +0.3986 -> no hot set
+[2026-10-08T14:50:55Z] hot-set p225-attack-f8 items (windowed control): f 0.5% S_f 0.90987% E_f(control) 0.78191% X_f +0.12796% X_f/f +0.2559 -> no hot set
+[2026-10-08T14:50:55Z] hot-set p225-attack-f8 items (windowed control): f 1.0% S_f 1.73366% E_f(control) 1.53535% X_f +0.19831% X_f/f +0.1983 -> no hot set
+[2026-10-08T14:50:55Z] hot-set p225-attack-f8 items (windowed control): verdict clear
+[2026-10-08T14:51:11Z] p225-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 194 (bin 3106487) z_max +5.83 min 73 z_min -4.86 chi2/dof 1.00005 chi2_z +0.15 top0.1% 0.13112% top0.5% 0.63249% top1% 1.24335%
+[2026-10-08T14:51:11Z] hot-set p225-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.20210% E_f(control) 0.13112% X_f +0.07097% X_f/f +0.7097 -> no hot set
+[2026-10-08T14:51:11Z] hot-set p225-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.90987% E_f(control) 0.63249% X_f +0.27738% X_f/f +0.5548 -> no hot set
+[2026-10-08T14:51:11Z] hot-set p225-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.73366% E_f(control) 1.24335% X_f +0.49031% X_f/f +0.4903 -> no hot set
+[2026-10-08T14:51:11Z] hot-set p225-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T14:51:11Z] ratio p225-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.2457x / 1.1636x / 1.1292x (gate 1.2x at 0.1%: BEYOND); over the FLAT control 1.5413x / 1.4385x / 1.3943x
+[2026-10-08T14:51:13Z] attribution: hot threshold count >= 243 marks 17261 items (0.1029% of items) holding 4457593 reads (0.2076% of reads); top 8 items t=0xb00000:336 t=0x917000:331 t=0xa17000:330 t=0x99b000:330 t=0x9e0000:329 t=0xba6000:328 t=0x882000:327 t=0xb4f000:326
+[2026-10-08T14:52:59Z] attribution: reads on hot items per position (flat expectation 0.1029% of each position's 16777216 reads); the 24 largest: p20(it1 s4)=1.338% p116(it7 s4)=1.338% p68(it4 s4)=1.336% p52(it3 s4)=1.333% p100(it6 s4)=1.333% p36(it2 s4)=1.332% p84(it5 s4)=1.331% p4(it0 s4)=1.057% p57(it3 s9)=0.384% p9(it0 s9)=0.382% p41(it2 s9)=0.382% p89(it5 s9)=0.382% p73(it4 s9)=0.381% p25(it1 s9)=0.381% p121(it7 s9)=0.380% p105(it6 s9)=0.378% p66(it4 s2)=0.220% p35(it2 s3)=0.220% p18(it1 s2)=0.220% p3(it0 s3)=0.219% p115(it7 s3)=0.219% p102(it6 s6)=0.219% p6(it0 s6)=0.219% p114(it7 s2)=0.219%
+[2026-10-08T14:52:59Z] attribution: hot reads by iteration it0=0.192% it1=0.210% it2=0.210% it3=0.210% it4=0.210% it5=0.210% it6=0.209% it7=0.210% ; by site s0=0.000% s1=0.109% s2=0.219% s3=0.219% s4=1.300% s5=0.109% s6=0.218% s7=0.110% s8=0.109% s9=0.381% s10=0.110% s11=0.109% s12=0.110% s13=0.000% s14=0.109% s15=0.109%
+[2026-10-08T14:52:59Z] site 0 (instr 5, src r7, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1029%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:52:59Z] site 1 (instr 9, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1090% (flat expectation 0.1029%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:52:59Z] site 2 (instr 13, src r2, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2185% (flat expectation 0.1029%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T14:52:59Z] site 3 (instr 20, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2186% (flat expectation 0.1029%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T14:52:59Z] site 4 (instr 23, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 1.2998% (flat expectation 0.1029%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T14:52:59Z] site 5 (instr 25, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1093% (flat expectation 0.1029%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:52:59Z] site 6 (instr 30, src r1, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2184% (flat expectation 0.1029%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T14:52:59Z] site 7 (instr 31, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1098% (flat expectation 0.1029%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:52:59Z] site 8 (instr 36, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1094% (flat expectation 0.1029%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:52:59Z] site 9 (instr 37, src r5, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.3813% (flat expectation 0.1029%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:52:59Z] site 10 (instr 40, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1096% (flat expectation 0.1029%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:52:59Z] site 11 (instr 47, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1093% (flat expectation 0.1029%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:52:59Z] site 12 (instr 49, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1096% (flat expectation 0.1029%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:52:59Z] site 13 (instr 53, src r0, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1029%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:52:59Z] site 14 (instr 54, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1093% (flat expectation 0.1029%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:52:59Z] site 15 (instr 56, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1093% (flat expectation 0.1029%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:52:59Z] attribution: item 0xb00000 (336 reads) read from positions p68(it4 s4)x25 p100(it6 s4)x24 p84(it5 s4)x24 p52(it3 s4)x22 p4(it0 s4)x19 p20(it1 s4)x19 p36(it2 s4)x18 p116(it7 s4)x14 p25(it1 s9)x9 p57(it3 s9)x6 p83(it5 s3)x6 p41(it2 s9)x5
+[2026-10-08T14:52:59Z] attribution: item 0x917000 (331 reads) read from positions p36(it2 s4)x27 p84(it5 s4)x21 p20(it1 s4)x19 p68(it4 s4)x17 p100(it6 s4)x17 p116(it7 s4)x14 p52(it3 s4)x14 p4(it0 s4)x10 p22(it1 s6)x6 p70(it4 s6)x6 p9(it0 s9)x5 p25(it1 s9)x5
+[2026-10-08T14:52:59Z] attribution: item 0xa17000 (330 reads) read from positions p84(it5 s4)x25 p20(it1 s4)x23 p36(it2 s4)x22 p68(it4 s4)x21 p116(it7 s4)x20 p100(it6 s4)x19 p52(it3 s4)x14 p4(it0 s4)x9 p41(it2 s9)x7 p121(it7 s9)x6 p25(it1 s9)x6 p28(it1 s12)x5
+[2026-10-08T14:52:59Z] attribution: item 0x99b000 (330 reads) read from positions p68(it4 s4)x24 p20(it1 s4)x23 p52(it3 s4)x21 p84(it5 s4)x21 p100(it6 s4)x21 p4(it0 s4)x20 p116(it7 s4)x18 p36(it2 s4)x15 p73(it4 s9)x7 p9(it0 s9)x6 p121(it7 s9)x6 p24(it1 s8)x5
+[2026-10-08T14:52:59Z] attribution: item 0x9e0000 (329 reads) read from positions p52(it3 s4)x28 p116(it7 s4)x21 p36(it2 s4)x18 p68(it4 s4)x18 p20(it1 s4)x17 p4(it0 s4)x16 p84(it5 s4)x13 p100(it6 s4)x12 p25(it1 s9)x10 p121(it7 s9)x8 p9(it0 s9)x8 p6(it0 s6)x6
+[2026-10-08T14:52:59Z] attribution: item 0xba6000 (328 reads) read from positions p36(it2 s4)x23 p20(it1 s4)x21 p84(it5 s4)x21 p4(it0 s4)x19 p100(it6 s4)x19 p68(it4 s4)x18 p116(it7 s4)x16 p52(it3 s4)x13 p105(it6 s9)x8 p9(it0 s9)x7 p102(it6 s6)x6 p2(it0 s2)x5
+[2026-10-08T14:52:59Z] attribution: item 0x882000 (327 reads) read from positions p116(it7 s4)x21 p52(it3 s4)x20 p68(it4 s4)x20 p4(it0 s4)x19 p36(it2 s4)x19 p20(it1 s4)x18 p84(it5 s4)x18 p100(it6 s4)x16 p25(it1 s9)x6 p38(it2 s6)x5 p46(it2 s14)x5 p51(it3 s3)x5
+[2026-10-08T14:52:59Z] attribution: item 0xb4f000 (326 reads) read from positions p68(it4 s4)x24 p52(it3 s4)x20 p36(it2 s4)x18 p100(it6 s4)x18 p84(it5 s4)x16 p20(it1 s4)x15 p4(it0 s4)x12 p121(it7 s9)x12 p57(it3 s9)x9 p9(it0 s9)x8 p116(it7 s4)x8 p50(it3 s2)x6
+[2026-10-08T14:52:59Z] hottest item p225-attack-f8 (0xb00000): 336 reads (0.0000% of all); predicted source site-instr37:r5:one-one-bit:last-writer-load@36
+[2026-10-08T14:52:59Z] program p225-attack-f8 DONE: 16777216 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+Terminated
+lease: released 8 pool cores after 627 s, exit 0

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-p225/warps-p225-attack-f8-d20733-n16777216-none-distinct.txt

@@ -0,0 +1,143 @@
+# distinct lines_hash: value count
+lines_hash 1008 1
+lines_hash 1013 3
+lines_hash 1014 56
+lines_hash 1015 930
+lines_hash 1016 7523
+lines_hash 1019 3
+lines_hash 1020 155
+lines_hash 1021 4853
+lines_hash 1022 115384
+lines_hash 1023 1851976
+lines_hash 1024 14796332
+# distinct items_hash: value count
+items_hash 126 1
+items_hash 127 8512
+items_hash 128 16768703
+# distinct lines_warp: value count
+lines_warp 32566 1
+lines_warp 32572 3
+lines_warp 32574 2
+lines_warp 32575 2
+lines_warp 32576 2
+lines_warp 32577 4
+lines_warp 32578 10
+lines_warp 32579 3
+lines_warp 32580 7
+lines_warp 32581 6
+lines_warp 32582 10
+lines_warp 32583 14
+lines_warp 32584 8
+lines_warp 32585 19
+lines_warp 32586 22
+lines_warp 32587 31
+lines_warp 32588 29
+lines_warp 32589 53
+lines_warp 32590 59
+lines_warp 32591 81
+lines_warp 32592 80
+lines_warp 32593 124
+lines_warp 32594 116
+lines_warp 32595 149
+lines_warp 32596 215
+lines_warp 32597 214
+lines_warp 32598 255
+lines_warp 32599 336
+lines_warp 32600 412
+lines_warp 32601 512
+lines_warp 32602 568
+lines_warp 32603 688
+lines_warp 32604 807
+lines_warp 32605 925
+lines_warp 32606 1031
+lines_warp 32607 1255
+lines_warp 32608 1552
+lines_warp 32609 1779
+lines_warp 32610 1971
+lines_warp 32611 2277
+lines_warp 32612 2698
+lines_warp 32613 3007
+lines_warp 32614 3587
+lines_warp 32615 3976
+lines_warp 32616 4378
+lines_warp 32617 5009
+lines_warp 32618 5433
+lines_warp 32619 6273
+lines_warp 32620 6932
+lines_warp 32621 7648
+lines_warp 32622 8175
+lines_warp 32623 8974
+lines_warp 32624 9634
+lines_warp 32625 10577
+lines_warp 32626 11226
+lines_warp 32627 12267
+lines_warp 32628 12792
+lines_warp 32629 13529
+lines_warp 32630 14067
+lines_warp 32631 14905
+lines_warp 32632 15441
+lines_warp 32633 15649
+lines_warp 32634 16061
+lines_warp 32635 16362
+lines_warp 32636 16443
+lines_warp 32637 16435
+lines_warp 32638 16477
+lines_warp 32639 16816
+lines_warp 32640 16366
+lines_warp 32641 15999
+lines_warp 32642 15792
+lines_warp 32643 15142
+lines_warp 32644 14290
+lines_warp 32645 13819
+lines_warp 32646 12947
+lines_warp 32647 12193
+lines_warp 32648 11471
+lines_warp 32649 10485
+lines_warp 32650 9656
+lines_warp 32651 8966
+lines_warp 32652 7927
+lines_warp 32653 7115
+lines_warp 32654 6280
+lines_warp 32655 5538
+lines_warp 32656 4869
+lines_warp 32657 4214
+lines_warp 32658 3592
+lines_warp 32659 3118
+lines_warp 32660 2668
+lines_warp 32661 2302
+lines_warp 32662 1869
+lines_warp 32663 1438
+lines_warp 32664 1275
+lines_warp 32665 989
+lines_warp 32666 860
+lines_warp 32667 685
+lines_warp 32668 507
+lines_warp 32669 367
+lines_warp 32670 310
+lines_warp 32671 209
+lines_warp 32672 173
+lines_warp 32673 119
+lines_warp 32674 95
+lines_warp 32675 64
+lines_warp 32676 51
+lines_warp 32677 31
+lines_warp 32678 25
+lines_warp 32679 23
+lines_warp 32680 23
+lines_warp 32681 7
+lines_warp 32682 3
+lines_warp 32683 5
+lines_warp 32684 2
+lines_warp 32685 1
+lines_warp 32686 1
+lines_warp 32687 2
+lines_warp 32689 1
+lines_warp 32691 1
+# distinct items_warp: value count
+items_warp 4090 10
+items_warp 4091 110
+items_warp 4092 956
+items_warp 4093 7401
+items_warp 4094 42467
+items_warp 4095 162439
+items_warp 4096 310905

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-p225/warps-p225-attack-f8-d20733-n16777216-none-positions.txt

@@ -0,0 +1,129 @@
+# position iteration site instr max_hi16_bucket_share saturated_share
+0 0 0 5 0.000070 0.000000
+1 0 1 9 0.000020 0.000000
+2 0 2 13 0.000036 0.000000
+3 0 3 20 0.000036 0.000000
+4 0 4 23 0.000036 0.000000
+5 0 5 25 0.000020 0.000000
+6 0 6 30 0.000036 0.000000
+7 0 7 31 0.000019 0.000000
+8 0 8 36 0.000020 0.000000
+9 0 9 37 0.000069 0.000000
+10 0 10 40 0.000019 0.000000
+11 0 11 47 0.000019 0.000000
+12 0 12 49 0.000019 0.000000
+13 0 13 53 0.000067 0.000000
+14 0 14 54 0.000019 0.000000
+15 0 15 56 0.000019 0.000000
+16 1 0 5 0.000068 0.000000
+17 1 1 9 0.000019 0.000000
+18 1 2 13 0.000036 0.000000
+19 1 3 20 0.000036 0.000000
+20 1 4 23 0.000036 0.000000
+21 1 5 25 0.000019 0.000000
+22 1 6 30 0.000036 0.000000
+23 1 7 31 0.000020 0.000000
+24 1 8 36 0.000020 0.000000
+25 1 9 37 0.000069 0.000000
+26 1 10 40 0.000020 0.000000
+27 1 11 47 0.000020 0.000000
+28 1 12 49 0.000020 0.000000
+29 1 13 53 0.000069 0.000000
+30 1 14 54 0.000020 0.000000
+31 1 15 56 0.000019 0.000000
+32 2 0 5 0.000069 0.000000
+33 2 1 9 0.000019 0.000000
+34 2 2 13 0.000036 0.000000
+35 2 3 20 0.000037 0.000000
+36 2 4 23 0.000038 0.000000
+37 2 5 25 0.000020 0.000000
+38 2 6 30 0.000036 0.000000
+39 2 7 31 0.000019 0.000000
+40 2 8 36 0.000020 0.000000
+41 2 9 37 0.000068 0.000000
+42 2 10 40 0.000019 0.000000
+43 2 11 47 0.000020 0.000000
+44 2 12 49 0.000020 0.000000
+45 2 13 53 0.000069 0.000000
+46 2 14 54 0.000019 0.000000
+47 2 15 56 0.000020 0.000000
+48 3 0 5 0.000069 0.000000
+49 3 1 9 0.000019 0.000000
+50 3 2 13 0.000036 0.000000
+51 3 3 20 0.000036 0.000000
+52 3 4 23 0.000036 0.000000
+53 3 5 25 0.000020 0.000000
+54 3 6 30 0.000036 0.000000
+55 3 7 31 0.000019 0.000000
+56 3 8 36 0.000020 0.000000
+57 3 9 37 0.000069 0.000000
+58 3 10 40 0.000019 0.000000
+59 3 11 47 0.000019 0.000000
+60 3 12 49 0.000020 0.000000
+61 3 13 53 0.000068 0.000000
+62 3 14 54 0.000019 0.000000
+63 3 15 56 0.000020 0.000000
+64 4 0 5 0.000069 0.000000
+65 4 1 9 0.000020 0.000000
+66 4 2 13 0.000036 0.000000
+67 4 3 20 0.000036 0.000000
+68 4 4 23 0.000036 0.000000
+69 4 5 25 0.000019 0.000000
+70 4 6 30 0.000036 0.000000
+71 4 7 31 0.000019 0.000000
+72 4 8 36 0.000019 0.000000
+73 4 9 37 0.000068 0.000000
+74 4 10 40 0.000020 0.000000
+75 4 11 47 0.000020 0.000000
+76 4 12 49 0.000020 0.000000
+77 4 13 53 0.000068 0.000000
+78 4 14 54 0.000019 0.000000
+79 4 15 56 0.000019 0.000000
+80 5 0 5 0.000068 0.000000
+81 5 1 9 0.000020 0.000000
+82 5 2 13 0.000036 0.000000
+83 5 3 20 0.000036 0.000000
+84 5 4 23 0.000036 0.000000
+85 5 5 25 0.000020 0.000000
+86 5 6 30 0.000037 0.000000
+87 5 7 31 0.000019 0.000000
+88 5 8 36 0.000019 0.000000
+89 5 9 37 0.000069 0.000000
+90 5 10 40 0.000019 0.000000
+91 5 11 47 0.000019 0.000000
+92 5 12 49 0.000019 0.000000
+93 5 13 53 0.000068 0.000000
+94 5 14 54 0.000019 0.000000
+95 5 15 56 0.000020 0.000000
+96 6 0 5 0.000069 0.000000
+97 6 1 9 0.000019 0.000000
+98 6 2 13 0.000036 0.000000
+99 6 3 20 0.000037 0.000000
+100 6 4 23 0.000036 0.000000
+101 6 5 25 0.000019 0.000000
+102 6 6 30 0.000037 0.000000
+103 6 7 31 0.000019 0.000000
+104 6 8 36 0.000020 0.000000
+105 6 9 37 0.000068 0.000000
+106 6 10 40 0.000020 0.000000
+107 6 11 47 0.000020 0.000000
+108 6 12 49 0.000019 0.000000
+109 6 13 53 0.000068 0.000000
+110 6 14 54 0.000019 0.000000
+111 6 15 56 0.000019 0.000000
+112 7 0 5 0.000069 0.000000
+113 7 1 9 0.000019 0.000000
+114 7 2 13 0.000036 0.000000
+115 7 3 20 0.000037 0.000000
+116 7 4 23 0.000036 0.000000
+117 7 5 25 0.000019 0.000000
+118 7 6 30 0.000036 0.000000
+119 7 7 31 0.000020 0.000000
+120 7 8 36 0.000020 0.000000
+121 7 9 37 0.000070 0.000000
+122 7 10 40 0.000020 0.000000
+123 7 11 47 0.000020 0.000000
+124 7 12 49 0.000020 0.000000
+125 7 13 53 0.000068 0.000000
+126 7 14 54 0.000019 0.000000
+127 7 15 56 0.000019 0.000000

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-p34.log

@@ -0,0 +1,78 @@
+lease: 0 of 2 pool cores free (88 leased); waiting
+lease: pool short for 122 s: sent TERM to the oldest lower-class holder's command (pid 843672, adv, 8 cores; 8 of 2 cores freed)
+lease: holding 8 pool cores (24,25,26,27,28,29,30,31, waited 275 s, class v5, mem 8 GB): class v6 census: pack dry-v5-dn3 F8 known-failed p34 at 2^24 (window control, by site)
+[2026-10-08T14:47:06Z] attack-f8 0.1.0 (igneum-pow 4); args ["census", "--programs", "34..34", "--nonces", "16777216", "--control", "window", "--by-site", "--class", "v5", "--state", "/srv/builds/v6-census/packs/v5-dn3-epoch0/state.igsd1", "--load-class", "mx8+sh256x27+state", "--era-widths", "4", "--day", "20733", "--threads", "8", "--out", "/srv/builds/v6-census/packs-out/dry-v5-dn3/f8-p34"]
+[2026-10-08T14:47:06Z] census warps: programs [34] day 20733 nonces 16777216 threads 8 plant none validate all check_every 997 diag true
+[2026-10-08T14:47:07Z] day 20733: cache filled in 0.61 s, fnv 7334fa46e5d972eb
+[2026-10-08T14:47:17Z] table: 16777216 items derived with their 8 lines in 9.5 s; library comparison all (0 mismatches)
+[2026-10-08T14:47:25Z] program p34-attack-f8: epoch seed 5ec98735ab1ac5c148faec5c06057e78ef0ecf0c71385f07e861d37f3d8c4ff1 era seed e0aa83ed164a680fc6d7ceeb411d23e845a004df139688888299bcc38ea7df43 id 5d893c4fdceda74d attempt 1 class mx8-erace76cc36+sh256x27+state op mix load=16 mul=9 add=7 rotl=6 shfl=6 mad=5 sub=5 xor=4 mulhi=3 rotr=2 or=1; era stride mul 0x2e362f07 rot 7 interleave [3, 6, 11, 14] windows 3:2:1 4:1:1 7:2:3 8:0:0 11:1:0 12:0:0 28:0:0 32:2:0 36:2:3 42:1:1 44:2:1 45:1:0 56:1:1 59:0:0 60:0:0 63:1:1
+[2026-10-08T14:47:25Z] load site instr 3: src r3 win 2 off 1; last base writer add at 2; writers back to the last injecting one: add@2; shadow writes of r3 per rep: add=3 mad=2 mul=5 mulhi=1 or=1 rotl=4 rotr=2 shfl=1 sub=3 xor=5
+[2026-10-08T14:47:25Z] load site instr 4: src r4 win 1 off 1; last base writer load at 3; writers back to the last injecting one: load@3; shadow writes of r4 per rep: add=3 mad=5 mul=3 mulhi=3 or=1 rotl=4 rotr=1 shfl=1 sub=3 xor=8
+[2026-10-08T14:47:25Z] load site instr 7: src r4 win 2 off 3; last base writer mad at 5; writers back to the last injecting one: mad@5; shadow writes of r4 per rep: add=3 mad=5 mul=3 mulhi=3 or=1 rotl=4 rotr=1 shfl=1 sub=3 xor=8
+[2026-10-08T14:47:25Z] load site instr 8: src r6 win 0 off 0; last base writer load at 7; writers back to the last injecting one: load@7; shadow writes of r6 per rep: add=6 mad=5 mul=3 mulhi=2 or=4 rotl=2 rotr=2 shfl=3 sub=1 xor=10
+[2026-10-08T14:47:25Z] load site instr 11: src r7 win 1 off 0; last base writer mad at 10; writers back to the last injecting one: mad@10; shadow writes of r7 per rep: add=5 mad=5 mul=3 mulhi=5 or=4 rotl=4 rotr=2 shfl=6 sub=1 xor=2
+[2026-10-08T14:47:25Z] load site instr 12: src r4 win 0 off 0; last base writer load at 11; writers back to the last injecting one: load@11; shadow writes of r4 per rep: add=3 mad=5 mul=3 mulhi=3 or=1 rotl=4 rotr=1 shfl=1 sub=3 xor=8
+[2026-10-08T14:47:25Z] load site instr 28: src r5 win 0 off 0; last base writer rotl at 27; writers back to the last injecting one: rotl@27 rotr@26 load@12; shadow writes of r5 per rep: add=6 mad=2 mul=6 mulhi=2 or=3 rotl=3 rotr=2 shfl=3 sub=4 xor=3
+[2026-10-08T14:47:25Z] load site instr 32: src r7 win 2 off 0; last base writer sub at 31; writers back to the last injecting one: sub@31; shadow writes of r7 per rep: add=5 mad=5 mul=3 mulhi=5 or=4 rotl=4 rotr=2 shfl=6 sub=1 xor=2
+[2026-10-08T14:47:25Z] load site instr 36: src r3 win 2 off 3; last base writer rotl at 35; writers back to the last injecting one: rotl@35 rotl@29 load@28; shadow writes of r3 per rep: add=3 mad=2 mul=5 mulhi=1 or=1 rotl=4 rotr=2 shfl=1 sub=3 xor=5
+[2026-10-08T14:47:25Z] load site instr 42: src r5 win 1 off 1; last base writer load at 32; writers back to the last injecting one: load@32; shadow writes of r5 per rep: add=6 mad=2 mul=6 mulhi=2 or=3 rotl=3 rotr=2 shfl=3 sub=4 xor=3
+[2026-10-08T14:47:25Z] load site instr 44: src r7 win 2 off 1; last base writer add at 40; writers back to the last injecting one: add@40; shadow writes of r7 per rep: add=5 mad=5 mul=3 mulhi=5 or=4 rotl=4 rotr=2 shfl=6 sub=1 xor=2
+[2026-10-08T14:47:25Z] load site instr 45: src r0 win 1 off 0; last base writer load at 8; writers back to the last injecting one: load@8; shadow writes of r0 per rep: add=6 mad=3 mul=1 mulhi=1 or=3 rotr=3 shfl=2 sub=4 xor=4
+[2026-10-08T14:47:25Z] load site instr 56: src r1 win 1 off 1; last base writer shfl at 51; writers back to the last injecting one: shfl@51; shadow writes of r1 per rep: add=4 mad=8 mul=2 mulhi=3 rotl=1 rotr=2 shfl=3 sub=1 xor=4
+[2026-10-08T14:47:25Z] load site instr 59: src r4 win 0 off 0; last base writer shfl at 58; writers back to the last injecting one: shfl@58; shadow writes of r4 per rep: add=3 mad=5 mul=3 mulhi=3 or=1 rotl=4 rotr=1 shfl=1 sub=3 xor=8
+[2026-10-08T14:47:25Z] load site instr 60: src r2 win 0 off 0; last base writer rotl at 57; writers back to the last injecting one: rotl@57 load@42; shadow writes of r2 per rep: add=5 mad=4 mul=3 mulhi=3 or=3 rotl=4 rotr=1 shfl=2 sub=4 xor=4
+[2026-10-08T14:47:25Z] load site instr 63: src r3 win 1 off 1; last base writer rotl at 62; writers back to the last injecting one: rotl@62 load@56; shadow writes of r3 per rep: add=3 mad=2 mul=5 mulhi=1 or=1 rotl=4 rotr=2 shfl=1 sub=3 xor=5
+[2026-10-08T14:47:25Z] window layer: site item windows (first, items) (0x400000,2^22) (0x800000,2^23) (0xc00000,2^22) (0x0,2^24) (0x0,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^22) (0xc00000,2^22) (0x800000,2^23) (0x400000,2^22) (0x0,2^23) (0x800000,2^23) (0x0,2^24) (0x0,2^24) (0x800000,2^23); expected reads per item by quarter 104.000 136.000 104.000 168.000 (flat uniform 128.000)
+[2026-10-08T14:50:11Z] 524288 warps (16777216 nonces) interpreted in 166.5 s (2.540 ms per warp per thread); Epoch::hash_warp agreement on 589 warps: 0 mismatches
+[2026-10-08T14:50:11Z] p34-attack-f8 distinct lines per hash: n 16777216 min 1007 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8710
+[2026-10-08T14:50:11Z] p34-attack-f8 distinct items per hash: n 16777216 min 126 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T14:50:11Z] p34-attack-f8 distinct lines per warp: n 524288 min 32568 p1 32605 median 32637 p99 32664 max 32692 mean 32636.2043
+[2026-10-08T14:50:11Z] p34-attack-f8 distinct items per warp: n 524288 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4805
+[2026-10-08T14:50:11Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T14:50:11Z] positions: largest hi16-bucket (256 items) share 0.0070% at p48 (iteration 3, site 0, instr 3); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p28 (site 12, instr 56)
+[2026-10-08T14:50:11Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p9 (site 9, instr 42); saturated sources at one position 0 of 2048 at p0 (site 0, instr 3); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T14:50:12Z] p34-attack-f8 item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 237 (bin 14666739) z_max +9.63 min 52 z_min -6.72 chi2/dof 6.49831 chi2_z +15924.81 top0.1% 0.16225% top0.5% 0.78191% top1% 1.53530%
+[2026-10-08T14:50:12Z] p34-attack-f8 item histogram against the window density: full 2^24 chi2/dof 0.99980 largest 205 (item 0x502ee7) at +5.92 sigma smallest at -5.10; buckets64 chi2/dof 0.99923 largest 7069 (bucket 27710) at +5.06 sigma smallest at -4.67
+[2026-10-08T14:50:18Z] p34-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 240 (bin 14222321) z_max +9.90 min 54 z_min -6.54 chi2/dof 6.50057 chi2_z +15931.36 top0.1% 0.16227% top0.5% 0.78204% top1% 1.53553%
+[2026-10-08T14:50:18Z] p34-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00058 largest +5.59 sigma; buckets64 chi2/dof 0.99842 largest +4.73 smallest -4.86
+[2026-10-08T14:50:18Z] 6-sigma p34-attack-f8 items buckets64 against the window density: largest bucket +5.06 sigma, smallest -4.67 -> within 6 sigma
+[2026-10-08T14:50:18Z] hot-set p34-attack-f8 items (windowed control): f 0.1% S_f 0.16225% E_f(control) 0.16227% X_f -0.00001% X_f/f -0.0001 -> no hot set
+[2026-10-08T14:50:18Z] hot-set p34-attack-f8 items (windowed control): f 0.5% S_f 0.78191% E_f(control) 0.78204% X_f -0.00013% X_f/f -0.0003 -> no hot set
+[2026-10-08T14:50:18Z] hot-set p34-attack-f8 items (windowed control): f 1.0% S_f 1.53530% E_f(control) 1.53553% X_f -0.00023% X_f/f -0.0002 -> no hot set
+[2026-10-08T14:50:18Z] hot-set p34-attack-f8 items (windowed control): verdict clear
+[2026-10-08T14:50:24Z] p34-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 191 (bin 6265201) z_max +5.57 min 71 z_min -5.04 chi2/dof 0.99956 chi2_z -1.28 top0.1% 0.13106% top0.5% 0.63237% top1% 1.24316%
+[2026-10-08T14:50:24Z] hot-set p34-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.16225% E_f(control) 0.13106% X_f +0.03120% X_f/f +0.3120 -> no hot set
+[2026-10-08T14:50:24Z] hot-set p34-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.78191% E_f(control) 0.63237% X_f +0.14954% X_f/f +0.2991 -> no hot set
+[2026-10-08T14:50:24Z] hot-set p34-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.53530% E_f(control) 1.24316% X_f +0.29214% X_f/f +0.2921 -> no hot set
+[2026-10-08T14:50:24Z] hot-set p34-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T14:50:24Z] ratio p34-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 0.9999x / 0.9998x / 0.9999x (gate 1.2x at 0.1%: within); over the FLAT control 1.2380x / 1.2365x / 1.2350x
+[2026-10-08T14:50:25Z] attribution: hot threshold count >= 203 marks 20112 items (0.1199% of items) holding 4161354 reads (0.1938% of reads); top 8 items t=0xdfcbf3:237 t=0xc0f22c:235 t=0xeaae4e:234 t=0xfe09dc:233 t=0xdb00a6:233 t=0xd970a7:232 t=0xf80a29:231 t=0xf1f3d2:231
+[2026-10-08T14:51:40Z] attribution: reads on hot items per position (flat expectation 0.1199% of each position's 16777216 reads); the 24 largest: p2(it0 s2)=0.595% p120(it7 s8)=0.593% p18(it1 s2)=0.593% p82(it5 s2)=0.593% p34(it2 s2)=0.593% p88(it5 s8)=0.592% p98(it6 s2)=0.592% p40(it2 s8)=0.592% p56(it3 s8)=0.591% p24(it1 s8)=0.591% p104(it6 s8)=0.591% p50(it3 s2)=0.591% p72(it4 s8)=0.590% p66(it4 s2)=0.590% p8(it0 s8)=0.588% p114(it7 s2)=0.587% p81(it5 s1)=0.297% p97(it6 s1)=0.297% p33(it2 s1)=0.296% p15(it0 s15)=0.296% p28(it1 s12)=0.296% p9(it0 s9)=0.295% p41(it2 s9)=0.295% p31(it1 s15)=0.295%
+[2026-10-08T14:51:40Z] attribution: hot reads by iteration it0=0.194% it1=0.194% it2=0.194% it3=0.193% it4=0.194% it5=0.194% it6=0.194% it7=0.194% ; by site s0=0.000% s1=0.295% s2=0.592% s3=0.148% s4=0.000% s5=0.147% s6=0.148% s7=0.000% s8=0.591% s9=0.294% s10=0.000% s11=0.000% s12=0.294% s13=0.148% s14=0.148% s15=0.295%
+[2026-10-08T14:51:40Z] site 0 (instr 3, src r3, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1199%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:51:40Z] site 1 (instr 4, src r4, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2954% (flat expectation 0.1199%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T14:51:40Z] site 2 (instr 7, src r4, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.5918% (flat expectation 0.1199%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:51:40Z] site 3 (instr 8, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1476% (flat expectation 0.1199%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:51:40Z] site 4 (instr 11, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1199%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T14:51:40Z] site 5 (instr 12, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1472% (flat expectation 0.1199%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:51:40Z] site 6 (instr 28, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1478% (flat expectation 0.1199%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:51:40Z] site 7 (instr 32, src r7, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1199%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:51:40Z] site 8 (instr 36, src r3, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.5911% (flat expectation 0.1199%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:51:40Z] site 9 (instr 42, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2944% (flat expectation 0.1199%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T14:51:40Z] site 10 (instr 44, src r7, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1199%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:51:40Z] site 11 (instr 45, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1199%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T14:51:40Z] site 12 (instr 56, src r1, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2944% (flat expectation 0.1199%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T14:51:40Z] site 13 (instr 59, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1480% (flat expectation 0.1199%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:51:40Z] site 14 (instr 60, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1479% (flat expectation 0.1199%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:51:40Z] site 15 (instr 63, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2947% (flat expectation 0.1199%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T14:51:40Z] attribution: item 0xdfcbf3 (237 reads) read from positions p50(it3 s2)x12 p82(it5 s2)x9 p98(it6 s2)x8 p72(it4 s8)x7 p15(it0 s15)x6 p31(it1 s15)x6 p93(it5 s13)x6 p8(it0 s8)x5 p9(it0 s9)x5 p18(it1 s2)x5 p41(it2 s9)x5 p49(it3 s1)x5
+[2026-10-08T14:51:40Z] attribution: item 0xc0f22c (235 reads) read from positions p66(it4 s2)x9 p114(it7 s2)x9 p44(it2 s12)x7 p50(it3 s2)x7 p82(it5 s2)x7 p108(it6 s12)x7 p2(it0 s2)x6 p34(it2 s2)x6 p81(it5 s1)x6 p121(it7 s9)x6 p8(it0 s8)x5 p15(it0 s15)x5
+[2026-10-08T14:51:40Z] attribution: item 0xeaae4e (234 reads) read from positions p2(it0 s2)x8 p82(it5 s2)x8 p8(it0 s8)x7 p66(it4 s2)x7 p88(it5 s8)x7 p120(it7 s8)x6 p5(it0 s5)x5 p9(it0 s9)x5 p34(it2 s2)x5 p45(it2 s13)x5 p56(it3 s8)x5 p60(it3 s12)x5
+[2026-10-08T14:51:40Z] attribution: item 0xfe09dc (233 reads) read from positions p98(it6 s2)x12 p8(it0 s8)x10 p72(it4 s8)x9 p82(it5 s2)x9 p88(it5 s8)x8 p2(it0 s2)x8 p76(it4 s12)x7 p114(it7 s2)x6 p34(it2 s2)x6 p50(it3 s2)x6 p104(it6 s8)x5 p44(it2 s12)x5
+[2026-10-08T14:51:40Z] attribution: item 0xdb00a6 (233 reads) read from positions p66(it4 s2)x9 p88(it5 s8)x8 p2(it0 s2)x7 p8(it0 s8)x7 p40(it2 s8)x7 p98(it6 s2)x7 p50(it3 s2)x6 p120(it7 s8)x6 p24(it1 s8)x5 p33(it2 s1)x5 p41(it2 s9)x5 p56(it3 s8)x5
+[2026-10-08T14:51:40Z] attribution: item 0xd970a7 (232 reads) read from positions p17(it1 s1)x9 p82(it5 s2)x9 p66(it4 s2)x8 p98(it6 s2)x8 p8(it0 s8)x7 p24(it1 s8)x7 p50(it3 s2)x7 p120(it7 s8)x7 p15(it0 s15)x6 p31(it1 s15)x6 p41(it2 s9)x6 p79(it4 s15)x6
+[2026-10-08T14:51:40Z] attribution: item 0xf80a29 (231 reads) read from positions p104(it6 s8)x12 p66(it4 s2)x10 p72(it4 s8)x10 p40(it2 s8)x9 p2(it0 s2)x7 p120(it7 s8)x6 p63(it3 s15)x6 p81(it5 s1)x6 p82(it5 s2)x6 p114(it7 s2)x6 p56(it3 s8)x5 p8(it0 s8)x5
+[2026-10-08T14:51:40Z] attribution: item 0xf1f3d2 (231 reads) read from positions p88(it5 s8)x10 p18(it1 s2)x8 p104(it6 s8)x8 p114(it7 s2)x8 p28(it1 s12)x6 p56(it3 s8)x6 p82(it5 s2)x6 p98(it6 s2)x6 p9(it0 s9)x5 p12(it0 s12)x5 p40(it2 s8)x5 p60(it3 s12)x5
+[2026-10-08T14:51:40Z] hottest item p34-attack-f8 (0xdfcbf3): 237 reads (0.0000% of all); predicted source none
+[2026-10-08T14:51:40Z] program p34-attack-f8 DONE: 16777216 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+lease: released 8 pool cores after 550 s, exit 0

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-p34/warps-p34-attack-f8-d20733-n16777216-none-distinct.txt

@@ -0,0 +1,142 @@
+# distinct lines_hash: value count
+lines_hash 1007 1
+lines_hash 1008 2
+lines_hash 1013 3
+lines_hash 1014 53
+lines_hash 1015 921
+lines_hash 1016 7453
+lines_hash 1019 1
+lines_hash 1020 152
+lines_hash 1021 4726
+lines_hash 1022 114718
+lines_hash 1023 1852264
+lines_hash 1024 14796922
+# distinct items_hash: value count
+items_hash 126 3
+items_hash 127 8430
+items_hash 128 16768783
+# distinct lines_warp: value count
+lines_warp 32568 2
+lines_warp 32572 1
+lines_warp 32573 1
+lines_warp 32574 3
+lines_warp 32575 1
+lines_warp 32576 5
+lines_warp 32577 4
+lines_warp 32578 5
+lines_warp 32579 6
+lines_warp 32580 5
+lines_warp 32581 8
+lines_warp 32582 9
+lines_warp 32583 12
+lines_warp 32584 14
+lines_warp 32585 17
+lines_warp 32586 17
+lines_warp 32587 22
+lines_warp 32588 44
+lines_warp 32589 38
+lines_warp 32590 51
+lines_warp 32591 84
+lines_warp 32592 94
+lines_warp 32593 105
+lines_warp 32594 121
+lines_warp 32595 156
+lines_warp 32596 189
+lines_warp 32597 221
+lines_warp 32598 270
+lines_warp 32599 365
+lines_warp 32600 399
+lines_warp 32601 454
+lines_warp 32602 547
+lines_warp 32603 642
+lines_warp 32604 742
+lines_warp 32605 930
+lines_warp 32606 1111
+lines_warp 32607 1290
+lines_warp 32608 1566
+lines_warp 32609 1836
+lines_warp 32610 2096
+lines_warp 32611 2334
+lines_warp 32612 2705
+lines_warp 32613 3120
+lines_warp 32614 3506
+lines_warp 32615 4014
+lines_warp 32616 4516
+lines_warp 32617 4912
+lines_warp 32618 5555
+lines_warp 32619 6250
+lines_warp 32620 6862
+lines_warp 32621 7682
+lines_warp 32622 8376
+lines_warp 32623 9015
+lines_warp 32624 9659
+lines_warp 32625 10455
+lines_warp 32626 11258
+lines_warp 32627 11802
+lines_warp 32628 12691
+lines_warp 32629 13377
+lines_warp 32630 13878
+lines_warp 32631 14836
+lines_warp 32632 15084
+lines_warp 32633 15734
+lines_warp 32634 16324
+lines_warp 32635 16355
+lines_warp 32636 16664
+lines_warp 32637 16641
+lines_warp 32638 16671
+lines_warp 32639 16579
+lines_warp 32640 16350
+lines_warp 32641 15944
+lines_warp 32642 15617
+lines_warp 32643 15022
+lines_warp 32644 14435
+lines_warp 32645 13792
+lines_warp 32646 13077
+lines_warp 32647 12143
+lines_warp 32648 11572
+lines_warp 32649 10419
+lines_warp 32650 9544
+lines_warp 32651 8825
+lines_warp 32652 7979
+lines_warp 32653 7150
+lines_warp 32654 6196
+lines_warp 32655 5786
+lines_warp 32656 5006
+lines_warp 32657 4292
+lines_warp 32658 3580
+lines_warp 32659 3117
+lines_warp 32660 2649
+lines_warp 32661 2224
+lines_warp 32662 1813
+lines_warp 32663 1592
+lines_warp 32664 1282
+lines_warp 32665 1066
+lines_warp 32666 836
+lines_warp 32667 635
+lines_warp 32668 457
+lines_warp 32669 364
+lines_warp 32670 298
+lines_warp 32671 259
+lines_warp 32672 185
+lines_warp 32673 120
+lines_warp 32674 100
+lines_warp 32675 70
+lines_warp 32676 40
+lines_warp 32677 40
+lines_warp 32678 18
+lines_warp 32679 13
+lines_warp 32680 18
+lines_warp 32681 5
+lines_warp 32682 6
+lines_warp 32683 5
+lines_warp 32684 5
+lines_warp 32685 3
+lines_warp 32692 1
+# distinct items_warp: value count
+items_warp 4090 8
+items_warp 4091 100
+items_warp 4092 963
+items_warp 4093 7278
+items_warp 4094 41721
+items_warp 4095 162715
+items_warp 4096 311503

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-p34/warps-p34-attack-f8-d20733-n16777216-none-positions.txt

@@ -0,0 +1,129 @@
+# position iteration site instr max_hi16_bucket_share saturated_share
+0 0 0 3 0.000069 0.000000
+1 0 1 4 0.000036 0.000000
+2 0 2 7 0.000068 0.000000
+3 0 3 8 0.000020 0.000000
+4 0 4 11 0.000036 0.000000
+5 0 5 12 0.000019 0.000000
+6 0 6 28 0.000020 0.000000
+7 0 7 32 0.000069 0.000000
+8 0 8 36 0.000069 0.000000
+9 0 9 42 0.000037 0.000000
+10 0 10 44 0.000069 0.000000
+11 0 11 45 0.000036 0.000000
+12 0 12 56 0.000036 0.000000
+13 0 13 59 0.000020 0.000000
+14 0 14 60 0.000020 0.000000
+15 0 15 63 0.000036 0.000000
+16 1 0 3 0.000068 0.000000
+17 1 1 4 0.000036 0.000000
+18 1 2 7 0.000069 0.000000
+19 1 3 8 0.000019 0.000000
+20 1 4 11 0.000036 0.000000
+21 1 5 12 0.000019 0.000000
+22 1 6 28 0.000019 0.000000
+23 1 7 32 0.000068 0.000000
+24 1 8 36 0.000069 0.000000
+25 1 9 42 0.000036 0.000000
+26 1 10 44 0.000069 0.000000
+27 1 11 45 0.000037 0.000000
+28 1 12 56 0.000036 0.000000
+29 1 13 59 0.000019 0.000000
+30 1 14 60 0.000019 0.000000
+31 1 15 63 0.000037 0.000000
+32 2 0 3 0.000069 0.000000
+33 2 1 4 0.000037 0.000000
+34 2 2 7 0.000068 0.000000
+35 2 3 8 0.000019 0.000000
+36 2 4 11 0.000036 0.000000
+37 2 5 12 0.000020 0.000000
+38 2 6 28 0.000019 0.000000
+39 2 7 32 0.000069 0.000000
+40 2 8 36 0.000069 0.000000
+41 2 9 42 0.000036 0.000000
+42 2 10 44 0.000069 0.000000
+43 2 11 45 0.000037 0.000000
+44 2 12 56 0.000037 0.000000
+45 2 13 59 0.000020 0.000000
+46 2 14 60 0.000019 0.000000
+47 2 15 63 0.000036 0.000000
+48 3 0 3 0.000070 0.000000
+49 3 1 4 0.000036 0.000000
+50 3 2 7 0.000068 0.000000
+51 3 3 8 0.000019 0.000000
+52 3 4 11 0.000037 0.000000
+53 3 5 12 0.000019 0.000000
+54 3 6 28 0.000019 0.000000
+55 3 7 32 0.000068 0.000000
+56 3 8 36 0.000068 0.000000
+57 3 9 42 0.000036 0.000000
+58 3 10 44 0.000069 0.000000
+59 3 11 45 0.000036 0.000000
+60 3 12 56 0.000036 0.000000
+61 3 13 59 0.000019 0.000000
+62 3 14 60 0.000020 0.000000
+63 3 15 63 0.000037 0.000000
+64 4 0 3 0.000070 0.000000
+65 4 1 4 0.000036 0.000000
+66 4 2 7 0.000068 0.000000
+67 4 3 8 0.000019 0.000000
+68 4 4 11 0.000036 0.000000
+69 4 5 12 0.000020 0.000000
+70 4 6 28 0.000020 0.000000
+71 4 7 32 0.000068 0.000000
+72 4 8 36 0.000069 0.000000
+73 4 9 42 0.000036 0.000000
+74 4 10 44 0.000068 0.000000
+75 4 11 45 0.000036 0.000000
+76 4 12 56 0.000037 0.000000
+77 4 13 59 0.000020 0.000000
+78 4 14 60 0.000020 0.000000
+79 4 15 63 0.000036 0.000000
+80 5 0 3 0.000068 0.000000
+81 5 1 4 0.000036 0.000000
+82 5 2 7 0.000068 0.000000
+83 5 3 8 0.000020 0.000000
+84 5 4 11 0.000036 0.000000
+85 5 5 12 0.000019 0.000000
+86 5 6 28 0.000020 0.000000
+87 5 7 32 0.000069 0.000000
+88 5 8 36 0.000068 0.000000
+89 5 9 42 0.000036 0.000000
+90 5 10 44 0.000069 0.000000
+91 5 11 45 0.000037 0.000000
+92 5 12 56 0.000036 0.000000
+93 5 13 59 0.000019 0.000000
+94 5 14 60 0.000019 0.000000
+95 5 15 63 0.000037 0.000000
+96 6 0 3 0.000068 0.000000
+97 6 1 4 0.000037 0.000000
+98 6 2 7 0.000069 0.000000
+99 6 3 8 0.000020 0.000000
+100 6 4 11 0.000037 0.000000
+101 6 5 12 0.000020 0.000000
+102 6 6 28 0.000019 0.000000
+103 6 7 32 0.000070 0.000000
+104 6 8 36 0.000068 0.000000
+105 6 9 42 0.000037 0.000000
+106 6 10 44 0.000069 0.000000
+107 6 11 45 0.000037 0.000000
+108 6 12 56 0.000036 0.000000
+109 6 13 59 0.000019 0.000000
+110 6 14 60 0.000020 0.000000
+111 6 15 63 0.000036 0.000000
+112 7 0 3 0.000070 0.000000
+113 7 1 4 0.000036 0.000000
+114 7 2 7 0.000069 0.000000
+115 7 3 8 0.000019 0.000000
+116 7 4 11 0.000036 0.000000
+117 7 5 12 0.000020 0.000000
+118 7 6 28 0.000019 0.000000
+119 7 7 32 0.000069 0.000000
+120 7 8 36 0.000069 0.000000
+121 7 9 42 0.000036 0.000000
+122 7 10 44 0.000069 0.000000
+123 7 11 45 0.000036 0.000000
+124 7 12 56 0.000036 0.000000
+125 7 13 59 0.000019 0.000000
+126 7 14 60 0.000019 0.000000
+127 7 15 63 0.000036 0.000000

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-p4.log

@@ -0,0 +1,77 @@
+lease: holding 8 pool cores (24,25,26,27,28,29,30,31, waited 1 s, class v5, mem 8 GB): class v6 census: pack dry-v5-dn3 F8 known-failed p4 at 2^24 (window control, by site)
+[2026-10-08T14:42:28Z] attack-f8 0.1.0 (igneum-pow 4); args ["census", "--programs", "4..4", "--nonces", "16777216", "--control", "window", "--by-site", "--class", "v5", "--state", "/srv/builds/v6-census/packs/v5-dn3-epoch0/state.igsd1", "--load-class", "mx8+sh256x27+state", "--era-widths", "4", "--day", "20733", "--threads", "8", "--out", "/srv/builds/v6-census/packs-out/dry-v5-dn3/f8-p4"]
+[2026-10-08T14:42:28Z] census warps: programs [4] day 20733 nonces 16777216 threads 8 plant none validate all check_every 997 diag true
+[2026-10-08T14:42:28Z] day 20733: cache filled in 0.61 s, fnv 7334fa46e5d972eb
+[2026-10-08T14:42:38Z] table: 16777216 items derived with their 8 lines in 9.2 s; library comparison all (0 mismatches)
+[2026-10-08T14:42:42Z] program p4-attack-f8: epoch seed 1afaec86f76841dbd11b07f8e797e76ea7741a919b552517be524dff6279e685 era seed 855a2e525d282e8eed84759f4963aed36eac73bfe1b5f4f3fac853568f03260f id df23ce8899457b03 attempt 0 class mx8-erad8bbc64a+sh256x27+state op mix load=16 xor=14 add=7 mad=6 mul=5 rotl=4 rotr=4 mulhi=3 shfl=3 sub=2; era stride mul 0x2477779f rot 13 interleave [5, 10, 11, 15] windows 3:0:0 8:2:1 11:0:0 14:1:0 19:2:1 20:0:0 26:1:0 34:0:0 35:1:1 36:2:2 40:2:3 43:2:2 44:0:0 55:2:1 57:1:0 61:2:3
+[2026-10-08T14:42:42Z] load site instr 3: src r3 win 0 off 0; last base writer xor at 1; writers back to the last injecting one: xor@1; shadow writes of r3 per rep: add=9 mad=5 mul=3 mulhi=2 or=1 rotl=3 shfl=4 sub=2 xor=3
+[2026-10-08T14:42:42Z] load site instr 8: src r2 win 2 off 1; last base writer mad at 4; writers back to the last injecting one: mad@4; shadow writes of r2 per rep: add=3 mad=1 mul=4 mulhi=6 or=2 rotl=2 rotr=2 shfl=4 sub=1 xor=8
+[2026-10-08T14:42:42Z] load site instr 11: src r4 win 0 off 0; last base writer shfl at 10; writers back to the last injecting one: shfl@10; shadow writes of r4 per rep: add=7 mad=4 mul=1 mulhi=3 or=4 rotl=3 rotr=2 shfl=4 sub=2 xor=4
+[2026-10-08T14:42:42Z] load site instr 14: src r7 win 1 off 0; last base writer load at 11; writers back to the last injecting one: load@11; shadow writes of r7 per rep: add=7 mad=6 mul=4 or=1 rotl=2 rotr=2 shfl=3 sub=1 xor=4
+[2026-10-08T14:42:42Z] load site instr 19: src r2 win 2 off 1; last base writer load at 14; writers back to the last injecting one: load@14; shadow writes of r2 per rep: add=3 mad=1 mul=4 mulhi=6 or=2 rotl=2 rotr=2 shfl=4 sub=1 xor=8
+[2026-10-08T14:42:42Z] load site instr 20: src r7 win 0 off 0; last base writer xor at 17; writers back to the last injecting one: xor@17; shadow writes of r7 per rep: add=7 mad=6 mul=4 or=1 rotl=2 rotr=2 shfl=3 sub=1 xor=4
+[2026-10-08T14:42:42Z] load site instr 26: src r3 win 1 off 0; last base writer xor at 23; writers back to the last injecting one: xor@23; shadow writes of r3 per rep: add=9 mad=5 mul=3 mulhi=2 or=1 rotl=3 shfl=4 sub=2 xor=3
+[2026-10-08T14:42:42Z] load site instr 34: src r1 win 0 off 0; last base writer add at 32; writers back to the last injecting one: add@32; shadow writes of r1 per rep: add=1 mad=2 mul=3 mulhi=4 or=1 rotl=1 rotr=3 shfl=3 sub=5 xor=5
+[2026-10-08T14:42:42Z] load site instr 35: src r4 win 1 off 1; last base writer add at 33; writers back to the last injecting one: add@33; shadow writes of r4 per rep: add=7 mad=4 mul=1 mulhi=3 or=4 rotl=3 rotr=2 shfl=4 sub=2 xor=4
+[2026-10-08T14:42:42Z] load site instr 36: src r7 win 2 off 2; last base writer rotr at 30; writers back to the last injecting one: rotr@30 xor@17; shadow writes of r7 per rep: add=7 mad=6 mul=4 or=1 rotl=2 rotr=2 shfl=3 sub=1 xor=4
+[2026-10-08T14:42:42Z] load site instr 40: src r7 win 2 off 3; last base writer sub at 37; writers back to the last injecting one: sub@37; shadow writes of r7 per rep: add=7 mad=6 mul=4 or=1 rotl=2 rotr=2 shfl=3 sub=1 xor=4
+[2026-10-08T14:42:42Z] load site instr 43: src r5 win 2 off 2; last base writer load at 35; writers back to the last injecting one: load@35; shadow writes of r5 per rep: add=7 mad=3 mul=3 mulhi=1 or=5 rotl=4 rotr=5 shfl=6 sub=5 xor=3
+[2026-10-08T14:42:42Z] load site instr 44: src r7 win 0 off 0; last base writer load at 43; writers back to the last injecting one: load@43; shadow writes of r7 per rep: add=7 mad=6 mul=4 or=1 rotl=2 rotr=2 shfl=3 sub=1 xor=4
+[2026-10-08T14:42:42Z] load site instr 55: src r6 win 2 off 1; last base writer xor at 50; writers back to the last injecting one: xor@50; shadow writes of r6 per rep: add=9 mad=3 mul=5 mulhi=3 or=1 rotl=3 rotr=1 shfl=5 sub=1 xor=3
+[2026-10-08T14:42:42Z] load site instr 57: src r4 win 1 off 0; last base writer add at 56; writers back to the last injecting one: add@56; shadow writes of r4 per rep: add=7 mad=4 mul=1 mulhi=3 or=4 rotl=3 rotr=2 shfl=4 sub=2 xor=4
+[2026-10-08T14:42:42Z] load site instr 61: src r3 win 2 off 3; last base writer xor at 59; writers back to the last injecting one: xor@59; shadow writes of r3 per rep: add=9 mad=5 mul=3 mulhi=2 or=1 rotl=3 shfl=4 sub=2 xor=3
+[2026-10-08T14:42:42Z] window layer: site item windows (first, items) (0x0,2^24) (0x400000,2^22) (0x0,2^24) (0x0,2^23) (0x400000,2^22) (0x0,2^24) (0x0,2^23) (0x0,2^24) (0x800000,2^23) (0x800000,2^22) (0xc00000,2^22) (0x800000,2^22) (0x0,2^24) (0x400000,2^22) (0x0,2^23) (0xc00000,2^22); expected reads per item by quarter 88.000 184.000 120.000 120.000 (flat uniform 128.000)
+[2026-10-08T14:45:32Z] 524288 warps (16777216 nonces) interpreted in 170.5 s (2.602 ms per warp per thread); Epoch::hash_warp agreement on 589 warps: 0 mismatches
+[2026-10-08T14:45:32Z] p4-attack-f8 distinct lines per hash: n 16777216 min 992 p1 1016 median 1024 p99 1024 max 1024 mean 1023.3706
+[2026-10-08T14:45:32Z] p4-attack-f8 distinct items per hash: n 16777216 min 124 p1 127 median 128 p99 128 max 128 mean 127.9369
+[2026-10-08T14:45:32Z] p4-attack-f8 distinct lines per warp: n 524288 min 32528 p1 32577 median 32621 p99 32656 max 32684 mean 32620.1847
+[2026-10-08T14:45:32Z] p4-attack-f8 distinct items per warp: n 524288 min 4084 p1 4089 median 4094 p99 4096 max 4096 mean 4093.4614
+[2026-10-08T14:45:32Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T14:45:32Z] positions: largest hi16-bucket (256 items) share 0.0282% at p65 (iteration 4, site 1, instr 8); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p49 (site 1, instr 8)
+[2026-10-08T14:45:32Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p51 (site 3, instr 14); saturated sources at one position 0 of 2048 at p0 (site 0, instr 3); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T14:45:32Z] p4-attack-f8 item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 363 (bin 4194711) z_max +20.77 min 46 z_min -7.25 chi2/dof 11.31233 chi2_z +29867.70 top0.1% 0.21423% top0.5% 0.99535% top1% 1.92327%
+[2026-10-08T14:45:33Z] p4-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.56601 largest 363 (item 0x400197) at +13.20 sigma smallest at -5.60; buckets64 chi2/dof 37.16818 largest 19123 (bucket 65539) at +67.70 sigma smallest at -13.33
+[2026-10-08T14:45:40Z] p4-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 255 (bin 4207222) z_max +11.23 min 44 z_min -7.42 chi2/dof 10.50127 chi2_z +27518.60 top0.1% 0.17613% top0.5% 0.85025% top1% 1.67059%
+[2026-10-08T14:45:40Z] p4-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00040 largest +5.76 sigma; buckets64 chi2/dof 1.00665 largest +4.85 smallest -4.75
+[2026-10-08T14:45:40Z] 6-sigma p4-attack-f8 items buckets64 against the window density: largest bucket +67.70 sigma, smallest -13.33 -> FLAGGED (beyond 6 sigma)
+[2026-10-08T14:45:40Z] hot-set p4-attack-f8 items (windowed control): f 0.1% S_f 0.21423% E_f(control) 0.17613% X_f +0.03811% X_f/f +0.3811 -> no hot set
+[2026-10-08T14:45:40Z] hot-set p4-attack-f8 items (windowed control): f 0.5% S_f 0.99535% E_f(control) 0.85025% X_f +0.14509% X_f/f +0.2902 -> no hot set
+[2026-10-08T14:45:40Z] hot-set p4-attack-f8 items (windowed control): f 1.0% S_f 1.92327% E_f(control) 1.67059% X_f +0.25269% X_f/f +0.2527 -> no hot set
+[2026-10-08T14:45:40Z] hot-set p4-attack-f8 items (windowed control): verdict clear
+[2026-10-08T14:45:47Z] p4-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 195 (bin 12547865) z_max +5.92 min 75 z_min -4.68 chi2/dof 1.00066 chi2_z +1.92 top0.1% 0.13106% top0.5% 0.63244% top1% 1.24332%
+[2026-10-08T14:45:47Z] hot-set p4-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.21423% E_f(control) 0.13106% X_f +0.08317% X_f/f +0.8317 -> no hot set
+[2026-10-08T14:45:47Z] hot-set p4-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.99535% E_f(control) 0.63244% X_f +0.36290% X_f/f +0.7258 -> no hot set
+[2026-10-08T14:45:47Z] hot-set p4-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.92327% E_f(control) 1.24332% X_f +0.67996% X_f/f +0.6800 -> no hot set
+[2026-10-08T14:45:47Z] hot-set p4-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T14:45:47Z] ratio p4-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.2163x / 1.1706x / 1.1513x (gate 1.2x at 0.1%: BEYOND); over the FLAT control 1.6346x / 1.5738x / 1.5469x
+[2026-10-08T14:45:49Z] attribution: hot threshold count >= 262 marks 17682 items (0.1054% of items) holding 4837737 reads (0.2253% of reads); top 8 items t=0x400197:363 t=0x40013a:351 t=0x4003de:350 t=0x400318:348 t=0x400150:345 t=0x40005c:343 t=0x400355:341 t=0x400205:341
+[2026-10-08T14:47:05Z] attribution: reads on hot items per position (flat expectation 0.1054% of each position's 16777216 reads); the 24 largest: p113(it7 s1)=1.435% p65(it4 s1)=1.433% p17(it1 s1)=1.433% p97(it6 s1)=1.430% p49(it3 s1)=1.430% p1(it0 s1)=1.428% p33(it2 s1)=1.427% p81(it5 s1)=1.424% p100(it6 s4)=0.461% p68(it4 s4)=0.461% p13(it0 s13)=0.459% p93(it5 s13)=0.459% p77(it4 s13)=0.459% p52(it3 s4)=0.459% p4(it0 s4)=0.459% p84(it5 s4)=0.459% p45(it2 s13)=0.459% p29(it1 s13)=0.459% p20(it1 s4)=0.458% p116(it7 s4)=0.458% p36(it2 s4)=0.457% p125(it7 s13)=0.457% p61(it3 s13)=0.456% p109(it6 s13)=0.456%
+[2026-10-08T14:47:05Z] attribution: hot reads by iteration it0=0.225% it1=0.226% it2=0.225% it3=0.225% it4=0.226% it5=0.225% it6=0.225% it7=0.225% ; by site s0=0.114% s1=1.430% s2=0.114% s3=0.229% s4=0.459% s5=0.114% s6=0.229% s7=0.114% s8=0.000% s9=0.000% s10=0.000% s11=0.000% s12=0.114% s13=0.458% s14=0.228% s15=0.000%
+[2026-10-08T14:47:05Z] site 0 (instr 3, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1141% (flat expectation 0.1054%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:47:05Z] site 1 (instr 8, src r2, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 1.4299% (flat expectation 0.1054%); index entropy 13.740 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0276% (window expectation 0.0061%)
+[2026-10-08T14:47:05Z] site 2 (instr 11, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1141% (flat expectation 0.1054%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:47:05Z] site 3 (instr 14, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2293% (flat expectation 0.1054%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T14:47:05Z] site 4 (instr 19, src r2, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.4591% (flat expectation 0.1054%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:05Z] site 5 (instr 20, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1142% (flat expectation 0.1054%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:47:05Z] site 6 (instr 26, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2288% (flat expectation 0.1054%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T14:47:05Z] site 7 (instr 34, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1142% (flat expectation 0.1054%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:47:05Z] site 8 (instr 35, src r4, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1054%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T14:47:05Z] site 9 (instr 36, src r7, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1054%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:05Z] site 10 (instr 40, src r7, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1054%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:05Z] site 11 (instr 43, src r5, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1054%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:05Z] site 12 (instr 44, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1144% (flat expectation 0.1054%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:47:05Z] site 13 (instr 55, src r6, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.4581% (flat expectation 0.1054%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:05Z] site 14 (instr 57, src r4, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2281% (flat expectation 0.1054%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T14:47:05Z] site 15 (instr 61, src r3, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1054%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:05Z] attribution: item 0x400197 (363 reads) read from positions p65(it4 s1)x27 p113(it7 s1)x26 p17(it1 s1)x25 p1(it0 s1)x23 p97(it6 s1)x20 p81(it5 s1)x18 p33(it2 s1)x15 p49(it3 s1)x15 p4(it0 s4)x8 p61(it3 s13)x7 p52(it3 s4)x6 p20(it1 s4)x6
+[2026-10-08T14:47:05Z] attribution: item 0x40013a (351 reads) read from positions p33(it2 s1)x23 p1(it0 s1)x21 p17(it1 s1)x21 p81(it5 s1)x19 p49(it3 s1)x18 p65(it4 s1)x18 p113(it7 s1)x18 p97(it6 s1)x17 p29(it1 s13)x12 p4(it0 s4)x9 p36(it2 s4)x9 p13(it0 s13)x7
+[2026-10-08T14:47:05Z] attribution: item 0x4003de (350 reads) read from positions p1(it0 s1)x27 p33(it2 s1)x24 p97(it6 s1)x22 p81(it5 s1)x21 p113(it7 s1)x21 p49(it3 s1)x19 p65(it4 s1)x18 p17(it1 s1)x17 p36(it2 s4)x9 p19(it1 s3)x7 p20(it1 s4)x7 p52(it3 s4)x7
+[2026-10-08T14:47:05Z] attribution: item 0x400318 (348 reads) read from positions p1(it0 s1)x27 p65(it4 s1)x23 p81(it5 s1)x22 p49(it3 s1)x20 p97(it6 s1)x20 p113(it7 s1)x20 p17(it1 s1)x16 p33(it2 s1)x15 p29(it1 s13)x10 p84(it5 s4)x8 p20(it1 s4)x7 p116(it7 s4)x7
+[2026-10-08T14:47:05Z] attribution: item 0x400150 (345 reads) read from positions p33(it2 s1)x26 p81(it5 s1)x23 p65(it4 s1)x22 p97(it6 s1)x21 p17(it1 s1)x20 p49(it3 s1)x20 p113(it7 s1)x20 p1(it0 s1)x15 p77(it4 s13)x10 p29(it1 s13)x8 p4(it0 s4)x7 p52(it3 s4)x6
+[2026-10-08T14:47:05Z] attribution: item 0x40005c (343 reads) read from positions p17(it1 s1)x27 p65(it4 s1)x23 p97(it6 s1)x22 p49(it3 s1)x22 p81(it5 s1)x22 p33(it2 s1)x19 p1(it0 s1)x17 p113(it7 s1)x17 p45(it2 s13)x10 p46(it2 s14)x7 p52(it3 s4)x7 p77(it4 s13)x7
+[2026-10-08T14:47:05Z] attribution: item 0x400355 (341 reads) read from positions p17(it1 s1)x28 p65(it4 s1)x28 p97(it6 s1)x24 p81(it5 s1)x23 p1(it0 s1)x19 p33(it2 s1)x19 p49(it3 s1)x17 p113(it7 s1)x17 p4(it0 s4)x9 p14(it0 s14)x9 p109(it6 s13)x8 p61(it3 s13)x7
+[2026-10-08T14:47:05Z] attribution: item 0x400205 (341 reads) read from positions p81(it5 s1)x23 p1(it0 s1)x22 p65(it4 s1)x22 p49(it3 s1)x19 p97(it6 s1)x19 p17(it1 s1)x18 p113(it7 s1)x17 p33(it2 s1)x13 p61(it3 s13)x10 p109(it6 s13)x8 p29(it1 s13)x7 p93(it5 s13)x6
+[2026-10-08T14:47:05Z] hottest item p4-attack-f8 (0x400197): 363 reads (0.0000% of all); predicted source none
+[2026-10-08T14:47:05Z] program p4-attack-f8 DONE: 16777216 nonces; 6-sigma (windowed) FLAGGED; hot-set clear; verdict FLAGGED
+Terminated
+lease: released 8 pool cores after 279 s, exit 0

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-p4/warps-p4-attack-f8-d20733-n16777216-none-distinct.txt

@@ -0,0 +1,194 @@
+# distinct lines_hash: value count
+lines_hash 992 3
+lines_hash 997 1
+lines_hash 998 4
+lines_hash 999 34
+lines_hash 1000 372
+lines_hash 1005 11
+lines_hash 1006 179
+lines_hash 1007 3019
+lines_hash 1008 24653
+lines_hash 1012 10
+lines_hash 1013 283
+lines_hash 1014 6705
+lines_hash 1015 109304
+lines_hash 1016 884711
+lines_hash 1019 3
+lines_hash 1020 146
+lines_hash 1021 4419
+lines_hash 1022 108549
+lines_hash 1023 1737493
+lines_hash 1024 13897317
+# distinct items_hash: value count
+items_hash 124 3
+items_hash 125 411
+items_hash 126 27862
+items_hash 127 1001013
+items_hash 128 15747927
+# distinct lines_warp: value count
+lines_warp 32528 1
+lines_warp 32529 1
+lines_warp 32530 1
+lines_warp 32533 1
+lines_warp 32534 1
+lines_warp 32535 3
+lines_warp 32536 1
+lines_warp 32537 3
+lines_warp 32538 2
+lines_warp 32540 7
+lines_warp 32541 1
+lines_warp 32542 4
+lines_warp 32543 2
+lines_warp 32544 3
+lines_warp 32545 5
+lines_warp 32546 4
+lines_warp 32547 9
+lines_warp 32548 10
+lines_warp 32549 8
+lines_warp 32550 12
+lines_warp 32551 23
+lines_warp 32552 19
+lines_warp 32553 24
+lines_warp 32554 22
+lines_warp 32555 28
+lines_warp 32556 36
+lines_warp 32557 37
+lines_warp 32558 60
+lines_warp 32559 54
+lines_warp 32560 73
+lines_warp 32561 74
+lines_warp 32562 97
+lines_warp 32563 113
+lines_warp 32564 125
+lines_warp 32565 144
+lines_warp 32566 162
+lines_warp 32567 167
+lines_warp 32568 213
+lines_warp 32569 238
+lines_warp 32570 260
+lines_warp 32571 292
+lines_warp 32572 383
+lines_warp 32573 415
+lines_warp 32574 437
+lines_warp 32575 498
+lines_warp 32576 556
+lines_warp 32577 651
+lines_warp 32578 697
+lines_warp 32579 826
+lines_warp 32580 918
+lines_warp 32581 1026
+lines_warp 32582 1130
+lines_warp 32583 1234
+lines_warp 32584 1357
+lines_warp 32585 1500
+lines_warp 32586 1706
+lines_warp 32587 1809
+lines_warp 32588 2056
+lines_warp 32589 2347
+lines_warp 32590 2482
+lines_warp 32591 2778
+lines_warp 32592 2942
+lines_warp 32593 3331
+lines_warp 32594 3600
+lines_warp 32595 3916
+lines_warp 32596 4147
+lines_warp 32597 4527
+lines_warp 32598 4821
+lines_warp 32599 5105
+lines_warp 32600 5507
+lines_warp 32601 5966
+lines_warp 32602 6161
+lines_warp 32603 6786
+lines_warp 32604 7139
+lines_warp 32605 7601
+lines_warp 32606 7967
+lines_warp 32607 8453
+lines_warp 32608 8678
+lines_warp 32609 9257
+lines_warp 32610 9590
+lines_warp 32611 10051
+lines_warp 32612 10407
+lines_warp 32613 10696
+lines_warp 32614 10943
+lines_warp 32615 11316
+lines_warp 32616 11504
+lines_warp 32617 11843
+lines_warp 32618 11987
+lines_warp 32619 12316
+lines_warp 32620 12220
+lines_warp 32621 12684
+lines_warp 32622 12440
+lines_warp 32623 12482
+lines_warp 32624 12428
+lines_warp 32625 12500
+lines_warp 32626 12380
+lines_warp 32627 12162
+lines_warp 32628 11645
+lines_warp 32629 11548
+lines_warp 32630 11363
+lines_warp 32631 10914
+lines_warp 32632 10632
+lines_warp 32633 10224
+lines_warp 32634 9848
+lines_warp 32635 9254
+lines_warp 32636 8758
+lines_warp 32637 8258
+lines_warp 32638 7827
+lines_warp 32639 7266
+lines_warp 32640 6800
+lines_warp 32641 6256
+lines_warp 32642 5720
+lines_warp 32643 5399
+lines_warp 32644 4774
+lines_warp 32645 4478
+lines_warp 32646 4073
+lines_warp 32647 3654
+lines_warp 32648 3126
+lines_warp 32649 2878
+lines_warp 32650 2531
+lines_warp 32651 2208
+lines_warp 32652 1878
+lines_warp 32653 1617
+lines_warp 32654 1378
+lines_warp 32655 1245
+lines_warp 32656 1024
+lines_warp 32657 869
+lines_warp 32658 763
+lines_warp 32659 621
+lines_warp 32660 525
+lines_warp 32661 441
+lines_warp 32662 307
+lines_warp 32663 255
+lines_warp 32664 196
+lines_warp 32665 173
+lines_warp 32666 142
+lines_warp 32667 106
+lines_warp 32668 97
+lines_warp 32669 59
+lines_warp 32670 45
+lines_warp 32671 31
+lines_warp 32672 22
+lines_warp 32673 20
+lines_warp 32674 21
+lines_warp 32675 7
+lines_warp 32676 5
+lines_warp 32677 3
+lines_warp 32678 1
+lines_warp 32679 1
+lines_warp 32680 1
+lines_warp 32683 1
+lines_warp 32684 1
+# distinct items_warp: value count
+items_warp 4084 6
+items_warp 4085 29
+items_warp 4086 100
+items_warp 4087 484
+items_warp 4088 1737
+items_warp 4089 5374
+items_warp 4090 15214
+items_warp 4091 36432
+items_warp 4092 72148
+items_warp 4093 113028
+items_warp 4094 133706
+items_warp 4095 105144
+items_warp 4096 40886

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-p4/warps-p4-attack-f8-d20733-n16777216-none-positions.txt

@@ -0,0 +1,129 @@
+# position iteration site instr max_hi16_bucket_share saturated_share
+0 0 0 3 0.000019 0.000000
+1 0 1 8 0.000278 0.000000
+2 0 2 11 0.000020 0.000000
+3 0 3 14 0.000037 0.000000
+4 0 4 19 0.000068 0.000000
+5 0 5 20 0.000019 0.000000
+6 0 6 26 0.000037 0.000000
+7 0 7 34 0.000019 0.000000
+8 0 8 35 0.000036 0.000000
+9 0 9 36 0.000069 0.000000
+10 0 10 40 0.000068 0.000000
+11 0 11 43 0.000070 0.000000
+12 0 12 44 0.000019 0.000000
+13 0 13 55 0.000068 0.000000
+14 0 14 57 0.000036 0.000000
+15 0 15 61 0.000068 0.000000
+16 1 0 3 0.000020 0.000000
+17 1 1 8 0.000274 0.000000
+18 1 2 11 0.000020 0.000000
+19 1 3 14 0.000036 0.000000
+20 1 4 19 0.000068 0.000000
+21 1 5 20 0.000019 0.000000
+22 1 6 26 0.000036 0.000000
+23 1 7 34 0.000020 0.000000
+24 1 8 35 0.000036 0.000000
+25 1 9 36 0.000069 0.000000
+26 1 10 40 0.000069 0.000000
+27 1 11 43 0.000068 0.000000
+28 1 12 44 0.000019 0.000000
+29 1 13 55 0.000069 0.000000
+30 1 14 57 0.000036 0.000000
+31 1 15 61 0.000068 0.000000
+32 2 0 3 0.000020 0.000000
+33 2 1 8 0.000275 0.000000
+34 2 2 11 0.000020 0.000000
+35 2 3 14 0.000036 0.000000
+36 2 4 19 0.000069 0.000000
+37 2 5 20 0.000020 0.000000
+38 2 6 26 0.000036 0.000000
+39 2 7 34 0.000019 0.000000
+40 2 8 35 0.000036 0.000000
+41 2 9 36 0.000068 0.000000
+42 2 10 40 0.000068 0.000000
+43 2 11 43 0.000069 0.000000
+44 2 12 44 0.000020 0.000000
+45 2 13 55 0.000069 0.000000
+46 2 14 57 0.000036 0.000000
+47 2 15 61 0.000068 0.000000
+48 3 0 3 0.000019 0.000000
+49 3 1 8 0.000281 0.000000
+50 3 2 11 0.000020 0.000000
+51 3 3 14 0.000036 0.000000
+52 3 4 19 0.000068 0.000000
+53 3 5 20 0.000019 0.000000
+54 3 6 26 0.000036 0.000000
+55 3 7 34 0.000019 0.000000
+56 3 8 35 0.000037 0.000000
+57 3 9 36 0.000068 0.000000
+58 3 10 40 0.000068 0.000000
+59 3 11 43 0.000068 0.000000
+60 3 12 44 0.000020 0.000000
+61 3 13 55 0.000068 0.000000
+62 3 14 57 0.000036 0.000000
+63 3 15 61 0.000069 0.000000
+64 4 0 3 0.000019 0.000000
+65 4 1 8 0.000282 0.000000
+66 4 2 11 0.000019 0.000000
+67 4 3 14 0.000037 0.000000
+68 4 4 19 0.000069 0.000000
+69 4 5 20 0.000020 0.000000
+70 4 6 26 0.000036 0.000000
+71 4 7 34 0.000020 0.000000
+72 4 8 35 0.000036 0.000000
+73 4 9 36 0.000069 0.000000
+74 4 10 40 0.000069 0.000000
+75 4 11 43 0.000068 0.000000
+76 4 12 44 0.000020 0.000000
+77 4 13 55 0.000068 0.000000
+78 4 14 57 0.000036 0.000000
+79 4 15 61 0.000068 0.000000
+80 5 0 3 0.000019 0.000000
+81 5 1 8 0.000274 0.000000
+82 5 2 11 0.000020 0.000000
+83 5 3 14 0.000037 0.000000
+84 5 4 19 0.000068 0.000000
+85 5 5 20 0.000019 0.000000
+86 5 6 26 0.000036 0.000000
+87 5 7 34 0.000019 0.000000
+88 5 8 35 0.000036 0.000000
+89 5 9 36 0.000070 0.000000
+90 5 10 40 0.000069 0.000000
+91 5 11 43 0.000068 0.000000
+92 5 12 44 0.000020 0.000000
+93 5 13 55 0.000068 0.000000
+94 5 14 57 0.000036 0.000000
+95 5 15 61 0.000068 0.000000
+96 6 0 3 0.000020 0.000000
+97 6 1 8 0.000279 0.000000
+98 6 2 11 0.000020 0.000000
+99 6 3 14 0.000037 0.000000
+100 6 4 19 0.000069 0.000000
+101 6 5 20 0.000019 0.000000
+102 6 6 26 0.000036 0.000000
+103 6 7 34 0.000019 0.000000
+104 6 8 35 0.000037 0.000000
+105 6 9 36 0.000070 0.000000
+106 6 10 40 0.000068 0.000000
+107 6 11 43 0.000069 0.000000
+108 6 12 44 0.000019 0.000000
+109 6 13 55 0.000068 0.000000
+110 6 14 57 0.000036 0.000000
+111 6 15 61 0.000068 0.000000
+112 7 0 3 0.000019 0.000000
+113 7 1 8 0.000279 0.000000
+114 7 2 11 0.000019 0.000000
+115 7 3 14 0.000037 0.000000
+116 7 4 19 0.000068 0.000000
+117 7 5 20 0.000019 0.000000
+118 7 6 26 0.000036 0.000000
+119 7 7 34 0.000020 0.000000
+120 7 8 35 0.000037 0.000000
+121 7 9 36 0.000068 0.000000
+122 7 10 40 0.000070 0.000000
+123 7 11 43 0.000069 0.000000
+124 7 12 44 0.000019 0.000000
+125 7 13 55 0.000069 0.000000
+126 7 14 57 0.000037 0.000000
+127 7 15 61 0.000069 0.000000

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-p8.log

@@ -0,0 +1,77 @@
+lease: holding 8 pool cores (32,33,34,35,36,37,38,39, waited 1 s, class v5, mem 8 GB): class v6 census: pack dry-v5-dn3 F8 known-failed p8 at 2^24 (window control, by site)
+[2026-10-08T14:42:29Z] attack-f8 0.1.0 (igneum-pow 4); args ["census", "--programs", "8..8", "--nonces", "16777216", "--control", "window", "--by-site", "--class", "v5", "--state", "/srv/builds/v6-census/packs/v5-dn3-epoch0/state.igsd1", "--load-class", "mx8+sh256x27+state", "--era-widths", "4", "--day", "20733", "--threads", "8", "--out", "/srv/builds/v6-census/packs-out/dry-v5-dn3/f8-p8"]
+[2026-10-08T14:42:29Z] census warps: programs [8] day 20733 nonces 16777216 threads 8 plant none validate all check_every 997 diag true
+[2026-10-08T14:42:29Z] day 20733: cache filled in 0.40 s, fnv 7334fa46e5d972eb
+[2026-10-08T14:42:39Z] table: 16777216 items derived with their 8 lines in 9.4 s; library comparison all (0 mismatches)
+[2026-10-08T14:42:42Z] program p8-attack-f8: epoch seed 3d53a453d039f63e75b785ad66bb213ad58b2791d73e617326017d7c0a113cc7 era seed 95a01b3804dcabcf9733d5486463bb492d592dd33f33d93a25a161fc88119f54 id 6208366b08849a5e attempt 2 class mx8-erae58ec3a4+sh256x27+state op mix load=16 xor=10 add=7 mul=7 rotr=7 mulhi=6 mad=5 rotl=2 sub=2 or=1 shfl=1; era stride mul 0x573e71b3 rot 22 interleave [1, 4, 7, 12] windows 1:0:0 8:1:1 11:0:0 15:2:2 23:1:1 26:0:0 33:1:1 35:1:1 36:2:1 37:2:3 39:2:2 41:1:0 48:0:0 50:2:2 51:2:2 59:2:0
+[2026-10-08T14:42:42Z] load site instr 1: src r0 win 0 off 0; last base writer mulhi at 63; writers back to the last injecting one: mulhi@63 load@15; shadow writes of r0 per rep: add=3 mad=4 mul=1 or=2 rotl=5 rotr=3 shfl=4 sub=1 xor=6
+[2026-10-08T14:42:42Z] load site instr 8: src r0 win 1 off 1; last base writer sub at 7; writers back to the last injecting one: sub@7; shadow writes of r0 per rep: add=3 mad=4 mul=1 or=2 rotl=5 rotr=3 shfl=4 sub=1 xor=6
+[2026-10-08T14:42:42Z] load site instr 11: src r7 win 0 off 0; last base writer add at 4; writers back to the last injecting one: add@4; shadow writes of r7 per rep: add=3 mad=1 mul=3 mulhi=1 or=2 rotl=4 rotr=2 shfl=2 sub=1 xor=4
+[2026-10-08T14:42:42Z] load site instr 15: src r2 win 2 off 2; last base writer rotr at 14; writers back to the last injecting one: rotr@14 xor@3; shadow writes of r2 per rep: add=1 mad=3 mul=5 mulhi=2 or=4 rotl=1 rotr=4 shfl=3 sub=2 xor=4
+[2026-10-08T14:42:42Z] load site instr 23: src r4 win 1 off 1; last base writer xor at 19; writers back to the last injecting one: xor@19; shadow writes of r4 per rep: add=8 mad=8 mul=2 mulhi=3 rotl=2 rotr=3 shfl=1 sub=6 xor=5
+[2026-10-08T14:42:42Z] load site instr 26: src r2 win 0 off 0; last base writer sub at 25; writers back to the last injecting one: sub@25; shadow writes of r2 per rep: add=1 mad=3 mul=5 mulhi=2 or=4 rotl=1 rotr=4 shfl=3 sub=2 xor=4
+[2026-10-08T14:42:42Z] load site instr 33: src r3 win 1 off 1; last base writer mad at 30; writers back to the last injecting one: mad@30; shadow writes of r3 per rep: add=8 mad=4 mul=3 mulhi=2 or=1 rotl=7 rotr=2 shfl=3 sub=2 xor=7
+[2026-10-08T14:42:42Z] load site instr 35: src r2 win 1 off 1; last base writer load at 33; writers back to the last injecting one: load@33; shadow writes of r2 per rep: add=1 mad=3 mul=5 mulhi=2 or=4 rotl=1 rotr=4 shfl=3 sub=2 xor=4
+[2026-10-08T14:42:42Z] load site instr 36: src r0 win 2 off 1; last base writer load at 15; writers back to the last injecting one: load@15; shadow writes of r0 per rep: add=3 mad=4 mul=1 or=2 rotl=5 rotr=3 shfl=4 sub=1 xor=6
+[2026-10-08T14:42:42Z] load site instr 37: src r1 win 2 off 3; last base writer add at 31; writers back to the last injecting one: add@31; shadow writes of r1 per rep: add=4 mad=4 mul=3 mulhi=2 or=1 rotl=5 rotr=2 shfl=3 sub=3 xor=4
+[2026-10-08T14:42:42Z] load site instr 39: src r6 win 2 off 2; last base writer load at 36; writers back to the last injecting one: load@36; shadow writes of r6 per rep: add=4 mad=4 mul=3 mulhi=4 or=2 rotl=5 rotr=5 shfl=6 sub=7 xor=4
+[2026-10-08T14:42:42Z] load site instr 41: src r7 win 1 off 0; last base writer mad at 40; writers back to the last injecting one: mad@40; shadow writes of r7 per rep: add=3 mad=1 mul=3 mulhi=1 or=2 rotl=4 rotr=2 shfl=2 sub=1 xor=4
+[2026-10-08T14:42:42Z] load site instr 48: src r4 win 0 off 0; last base writer load at 39; writers back to the last injecting one: load@39; shadow writes of r4 per rep: add=8 mad=8 mul=2 mulhi=3 rotl=2 rotr=3 shfl=1 sub=6 xor=5
+[2026-10-08T14:42:42Z] load site instr 50: src r3 win 2 off 2; last base writer rotr at 46; writers back to the last injecting one: rotr@46 mad@30; shadow writes of r3 per rep: add=8 mad=4 mul=3 mulhi=2 or=1 rotl=7 rotr=2 shfl=3 sub=2 xor=7
+[2026-10-08T14:42:42Z] load site instr 51: src r7 win 2 off 2; last base writer xor at 44; writers back to the last injecting one: xor@44; shadow writes of r7 per rep: add=3 mad=1 mul=3 mulhi=1 or=2 rotl=4 rotr=2 shfl=2 sub=1 xor=4
+[2026-10-08T14:42:42Z] load site instr 59: src r5 win 2 off 0; last base writer load at 51; writers back to the last injecting one: load@51; shadow writes of r5 per rep: add=6 mad=2 mul=2 mulhi=1 or=2 rotl=1 rotr=2 shfl=5 sub=1 xor=1
+[2026-10-08T14:42:42Z] window layer: site item windows (first, items) (0x0,2^24) (0x800000,2^23) (0x0,2^24) (0x800000,2^22) (0x800000,2^23) (0x0,2^24) (0x800000,2^23) (0x800000,2^23) (0x400000,2^22) (0xc00000,2^22) (0x800000,2^22) (0x0,2^23) (0x0,2^24) (0x800000,2^22) (0x800000,2^22) (0x0,2^22); expected reads per item by quarter 80.000 80.000 224.000 128.000 (flat uniform 128.000)
+[2026-10-08T14:45:29Z] 524288 warps (16777216 nonces) interpreted in 166.8 s (2.546 ms per warp per thread); Epoch::hash_warp agreement on 589 warps: 0 mismatches
+[2026-10-08T14:45:29Z] p8-attack-f8 distinct lines per hash: n 16777216 min 984 p1 1015 median 1024 p99 1024 max 1024 mean 1022.8387
+[2026-10-08T14:45:29Z] p8-attack-f8 distinct items per hash: n 16777216 min 123 p1 127 median 128 p99 128 max 128 mean 127.8704
+[2026-10-08T14:45:29Z] p8-attack-f8 distinct lines per warp: n 524288 min 32475 p1 32551 median 32604 p99 32646 max 32683 mean 32602.6630
+[2026-10-08T14:45:29Z] p8-attack-f8 distinct items per warp: n 524288 min 4078 p1 4086 median 4091 p99 4095 max 4096 mean 4091.2570
+[2026-10-08T14:45:29Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T14:45:29Z] positions: largest hi16-bucket (256 items) share 0.0196% at p14 (iteration 0, site 14, instr 51); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p38 (site 6, instr 33)
+[2026-10-08T14:45:29Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p30 (site 14, instr 51); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T14:45:29Z] p8-attack-f8 item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 419 (bin 8625459) z_max +25.72 min 36 z_min -8.13 chi2/dof 30.94357 chi2_z +86725.85 top0.1% 0.29038% top0.5% 1.38970% top1% 2.70145%
+[2026-10-08T14:45:29Z] p8-attack-f8 item histogram against the window density: full 2^24 chi2/dof 2.64896 largest 419 (item 0x839d33) at +13.03 sigma smallest at -6.01; buckets64 chi2/dof 106.47728 largest 21996 (bucket 131885) at +63.98 sigma smallest at -18.07
+[2026-10-08T14:45:36Z] p8-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 315 (bin 10644772) z_max +16.53 min 41 z_min -7.69 chi2/dof 28.00133 chi2_z +78204.20 top0.1% 0.21061% top0.5% 1.01974% top1% 2.00685%
+[2026-10-08T14:45:36Z] p8-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00036 largest +6.08 sigma; buckets64 chi2/dof 1.00059 largest +4.54 smallest -4.56
+[2026-10-08T14:45:36Z] 6-sigma p8-attack-f8 items buckets64 against the window density: largest bucket +63.98 sigma, smallest -18.07 -> FLAGGED (beyond 6 sigma)
+[2026-10-08T14:45:36Z] hot-set p8-attack-f8 items (windowed control): f 0.1% S_f 0.29038% E_f(control) 0.21061% X_f +0.07976% X_f/f +0.7976 -> no hot set
+[2026-10-08T14:45:36Z] hot-set p8-attack-f8 items (windowed control): f 0.5% S_f 1.38970% E_f(control) 1.01974% X_f +0.36997% X_f/f +0.7399 -> no hot set
+[2026-10-08T14:45:36Z] hot-set p8-attack-f8 items (windowed control): f 1.0% S_f 2.70145% E_f(control) 2.00685% X_f +0.69461% X_f/f +0.6946 -> no hot set
+[2026-10-08T14:45:36Z] hot-set p8-attack-f8 items (windowed control): verdict clear
+[2026-10-08T14:45:45Z] p8-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 197 (bin 2508372) z_max +6.10 min 72 z_min -4.95 chi2/dof 1.00022 chi2_z +0.62 top0.1% 0.13107% top0.5% 0.63247% top1% 1.24336%
+[2026-10-08T14:45:45Z] hot-set p8-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.29038% E_f(control) 0.13107% X_f +0.15930% X_f/f +1.5930 -> HOT SET
+[2026-10-08T14:45:45Z] hot-set p8-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 1.38970% E_f(control) 0.63247% X_f +0.75724% X_f/f +1.5145 -> HOT SET
+[2026-10-08T14:45:45Z] hot-set p8-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 2.70145% E_f(control) 1.24336% X_f +1.45809% X_f/f +1.4581 -> HOT SET
+[2026-10-08T14:45:45Z] hot-set p8-attack-f8 items (flat control, the auditor's first view): verdict FLAGGED
+[2026-10-08T14:45:45Z] ratio p8-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.3787x / 1.3628x / 1.3461x (gate 1.2x at 0.1%: BEYOND); over the FLAT control 2.2154x / 2.1973x / 2.1727x
+[2026-10-08T14:45:47Z] attribution: hot threshold count >= 363 marks 18412 items (0.1097% of items) holding 6829283 reads (0.3180% of reads); top 8 items t=0x839d33:419 t=0x81cafb:416 t=0x808dc1:416 t=0x82cbfc:413 t=0x824e37:413 t=0x80d3f6:413 t=0x838c7f:412 t=0x813af8:409
+[2026-10-08T14:47:02Z] attribution: reads on hot items per position (flat expectation 0.1097% of each position's 16777216 reads); the 24 largest: p14(it0 s14)=1.462% p94(it5 s14)=1.460% p46(it2 s14)=1.458% p110(it6 s14)=1.456% p30(it1 s14)=1.456% p62(it3 s14)=1.455% p126(it7 s14)=1.455% p78(it4 s14)=1.455% p22(it1 s6)=0.854% p6(it0 s6)=0.854% p54(it3 s6)=0.854% p38(it2 s6)=0.853% p86(it5 s6)=0.852% p102(it6 s6)=0.852% p118(it7 s6)=0.852% p70(it4 s6)=0.850% p93(it5 s13)=0.597% p109(it6 s13)=0.595% p125(it7 s13)=0.595% p29(it1 s13)=0.595% p13(it0 s13)=0.594% p61(it3 s13)=0.593% p45(it2 s13)=0.593% p77(it4 s13)=0.593%
+[2026-10-08T14:47:02Z] attribution: hot reads by iteration it0=0.318% it1=0.318% it2=0.318% it3=0.318% it4=0.318% it5=0.318% it6=0.318% it7=0.318% ; by site s0=0.121% s1=0.243% s2=0.121% s3=0.486% s4=0.243% s5=0.121% s6=0.853% s7=0.243% s8=0.000% s9=0.000% s10=0.485% s11=0.000% s12=0.121% s13=0.594% s14=1.457% s15=0.000%
+[2026-10-08T14:47:02Z] site 0 (instr 1, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1212% (flat expectation 0.1097%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:47:02Z] site 1 (instr 8, src r0, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2432% (flat expectation 0.1097%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T14:47:02Z] site 2 (instr 11, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1209% (flat expectation 0.1097%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:47:02Z] site 3 (instr 15, src r2, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.4863% (flat expectation 0.1097%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:02Z] site 4 (instr 23, src r4, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2428% (flat expectation 0.1097%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T14:47:02Z] site 5 (instr 26, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1211% (flat expectation 0.1097%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:47:02Z] site 6 (instr 33, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.8526% (flat expectation 0.1097%); index entropy 14.714 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0110% (window expectation 0.0031%)
+[2026-10-08T14:47:02Z] site 7 (instr 35, src r2, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2428% (flat expectation 0.1097%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T14:47:02Z] site 8 (instr 36, src r0, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1097%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:02Z] site 9 (instr 37, src r1, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1097%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:02Z] site 10 (instr 39, src r6, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.4845% (flat expectation 0.1097%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:02Z] site 11 (instr 41, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1097%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T14:47:02Z] site 12 (instr 48, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1213% (flat expectation 0.1097%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T14:47:02Z] site 13 (instr 50, src r3, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.5944% (flat expectation 0.1097%); index entropy 13.996 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0077% (window expectation 0.0061%)
+[2026-10-08T14:47:02Z] site 14 (instr 51, src r7, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 1.4571% (flat expectation 0.1097%); index entropy 13.718 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0187% (window expectation 0.0061%)
+[2026-10-08T14:47:02Z] site 15 (instr 59, src r5, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1097%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T14:47:02Z] attribution: item 0x839d33 (419 reads) read from positions p62(it3 s14)x25 p126(it7 s14)x19 p14(it0 s14)x19 p46(it2 s14)x16 p30(it1 s14)x14 p94(it5 s14)x13 p13(it0 s13)x10 p38(it2 s6)x10 p118(it7 s6)x10 p22(it1 s6)x9 p78(it4 s14)x9 p102(it6 s6)x9
+[2026-10-08T14:47:02Z] attribution: item 0x81cafb (416 reads) read from positions p94(it5 s14)x18 p110(it6 s14)x17 p126(it7 s14)x17 p78(it4 s14)x17 p30(it1 s14)x16 p62(it3 s14)x16 p22(it1 s6)x12 p46(it2 s14)x12 p54(it3 s6)x11 p86(it5 s6)x11 p14(it0 s14)x10 p102(it6 s6)x10
+[2026-10-08T14:47:02Z] attribution: item 0x808dc1 (416 reads) read from positions p30(it1 s14)x23 p110(it6 s14)x21 p46(it2 s14)x18 p78(it4 s14)x18 p62(it3 s14)x16 p14(it0 s14)x15 p22(it1 s6)x15 p126(it7 s14)x14 p38(it2 s6)x12 p94(it5 s14)x11 p115(it7 s3)x10 p54(it3 s6)x9
+[2026-10-08T14:47:02Z] attribution: item 0x82cbfc (413 reads) read from positions p78(it4 s14)x23 p110(it6 s14)x21 p46(it2 s14)x21 p30(it1 s14)x17 p94(it5 s14)x16 p62(it3 s14)x16 p126(it7 s14)x13 p14(it0 s14)x12 p22(it1 s6)x11 p102(it6 s6)x10 p19(it1 s3)x9 p35(it2 s3)x9
+[2026-10-08T14:47:02Z] attribution: item 0x824e37 (413 reads) read from positions p94(it5 s14)x20 p126(it7 s14)x16 p30(it1 s14)x15 p70(it4 s6)x15 p102(it6 s6)x14 p38(it2 s6)x14 p46(it2 s14)x14 p54(it3 s6)x13 p14(it0 s14)x12 p61(it3 s13)x12 p62(it3 s14)x12 p110(it6 s14)x11
+[2026-10-08T14:47:02Z] attribution: item 0x80d3f6 (413 reads) read from positions p94(it5 s14)x22 p46(it2 s14)x18 p78(it4 s14)x15 p14(it0 s14)x14 p30(it1 s14)x13 p6(it0 s6)x12 p54(it3 s6)x12 p62(it3 s14)x12 p110(it6 s14)x12 p70(it4 s6)x11 p86(it5 s6)x11 p118(it7 s6)x9
+[2026-10-08T14:47:02Z] attribution: item 0x838c7f (412 reads) read from positions p46(it2 s14)x17 p94(it5 s14)x16 p110(it6 s14)x16 p78(it4 s14)x14 p118(it7 s6)x14 p14(it0 s14)x13 p30(it1 s14)x13 p62(it3 s14)x13 p126(it7 s14)x13 p6(it0 s6)x12 p102(it6 s6)x12 p70(it4 s6)x11
+[2026-10-08T14:47:02Z] attribution: item 0x813af8 (409 reads) read from positions p14(it0 s14)x21 p62(it3 s14)x20 p110(it6 s14)x20 p30(it1 s14)x18 p6(it0 s6)x16 p126(it7 s14)x16 p46(it2 s14)x12 p78(it4 s14)x12 p94(it5 s14)x12 p3(it0 s3)x10 p54(it3 s6)x10 p61(it3 s13)x9
+[2026-10-08T14:47:02Z] hottest item p8-attack-f8 (0x839d33): 419 reads (0.0000% of all); predicted source none
+[2026-10-08T14:47:02Z] program p8-attack-f8 DONE: 16777216 nonces; 6-sigma (windowed) FLAGGED; hot-set clear; verdict FLAGGED
+Terminated
+lease: released 8 pool cores after 275 s, exit 0

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-p8/warps-p8-attack-f8-d20733-n16777216-none-distinct.txt

@@ -0,0 +1,232 @@
+# distinct lines_hash: value count
+lines_hash 984 1
+lines_hash 991 12
+lines_hash 992 73
+lines_hash 998 25
+lines_hash 999 373
+lines_hash 1000 3197
+lines_hash 1004 3
+lines_hash 1005 26
+lines_hash 1006 683
+lines_hash 1007 11994
+lines_hash 1008 99382
+lines_hash 1012 15
+lines_hash 1013 540
+lines_hash 1014 12929
+lines_hash 1015 211190
+lines_hash 1016 1713891
+lines_hash 1019 3
+lines_hash 1020 132
+lines_hash 1021 4152
+lines_hash 1022 101943
+lines_hash 1023 1623279
+lines_hash 1024 12993373
+# distinct items_hash: value count
+items_hash 123 1
+items_hash 124 85
+items_hash 125 3595
+items_hash 126 112088
+items_hash 127 1938565
+items_hash 128 14722882
+# distinct lines_warp: value count
+lines_warp 32475 1
+lines_warp 32481 1
+lines_warp 32496 1
+lines_warp 32498 2
+lines_warp 32500 1
+lines_warp 32501 2
+lines_warp 32502 1
+lines_warp 32503 1
+lines_warp 32504 1
+lines_warp 32506 1
+lines_warp 32507 4
+lines_warp 32508 1
+lines_warp 32510 4
+lines_warp 32511 3
+lines_warp 32512 6
+lines_warp 32513 3
+lines_warp 32514 3
+lines_warp 32515 6
+lines_warp 32516 9
+lines_warp 32517 12
+lines_warp 32518 9
+lines_warp 32519 10
+lines_warp 32520 19
+lines_warp 32521 17
+lines_warp 32522 23
+lines_warp 32523 23
+lines_warp 32524 17
+lines_warp 32525 26
+lines_warp 32526 34
+lines_warp 32527 46
+lines_warp 32528 32
+lines_warp 32529 55
+lines_warp 32530 48
+lines_warp 32531 78
+lines_warp 32532 54
+lines_warp 32533 84
+lines_warp 32534 88
+lines_warp 32535 96
+lines_warp 32536 108
+lines_warp 32537 109
+lines_warp 32538 147
+lines_warp 32539 173
+lines_warp 32540 190
+lines_warp 32541 199
+lines_warp 32542 225
+lines_warp 32543 211
+lines_warp 32544 277
+lines_warp 32545 316
+lines_warp 32546 329
+lines_warp 32547 350
+lines_warp 32548 416
+lines_warp 32549 483
+lines_warp 32550 510
+lines_warp 32551 569
+lines_warp 32552 646
+lines_warp 32553 663
+lines_warp 32554 770
+lines_warp 32555 807
+lines_warp 32556 914
+lines_warp 32557 942
+lines_warp 32558 1119
+lines_warp 32559 1140
+lines_warp 32560 1252
+lines_warp 32561 1346
+lines_warp 32562 1557
+lines_warp 32563 1639
+lines_warp 32564 1700
+lines_warp 32565 1990
+lines_warp 32566 2078
+lines_warp 32567 2219
+lines_warp 32568 2377
+lines_warp 32569 2508
+lines_warp 32570 2746
+lines_warp 32571 2925
+lines_warp 32572 3249
+lines_warp 32573 3488
+lines_warp 32574 3605
+lines_warp 32575 3907
+lines_warp 32576 4030
+lines_warp 32577 4361
+lines_warp 32578 4576
+lines_warp 32579 4741
+lines_warp 32580 5130
+lines_warp 32581 5438
+lines_warp 32582 5681
+lines_warp 32583 5771
+lines_warp 32584 6259
+lines_warp 32585 6513
+lines_warp 32586 6662
+lines_warp 32587 7000
+lines_warp 32588 7392
+lines_warp 32589 7731
+lines_warp 32590 7934
+lines_warp 32591 8094
+lines_warp 32592 8383
+lines_warp 32593 8582
+lines_warp 32594 8718
+lines_warp 32595 8922
+lines_warp 32596 9292
+lines_warp 32597 9540
+lines_warp 32598 9370
+lines_warp 32599 9836
+lines_warp 32600 9893
+lines_warp 32601 10114
+lines_warp 32602 10109
+lines_warp 32603 10167
+lines_warp 32604 10478
+lines_warp 32605 10029
+lines_warp 32606 10234
+lines_warp 32607 10131
+lines_warp 32608 10078
+lines_warp 32609 9959
+lines_warp 32610 10009
+lines_warp 32611 9998
+lines_warp 32612 9702
+lines_warp 32613 9384
+lines_warp 32614 9539
+lines_warp 32615 9195
+lines_warp 32616 9096
+lines_warp 32617 8603
+lines_warp 32618 8275
+lines_warp 32619 8168
+lines_warp 32620 7833
+lines_warp 32621 7653
+lines_warp 32622 7330
+lines_warp 32623 6834
+lines_warp 32624 6609
+lines_warp 32625 6188
+lines_warp 32626 5885
+lines_warp 32627 5575
+lines_warp 32628 5092
+lines_warp 32629 4760
+lines_warp 32630 4458
+lines_warp 32631 4284
+lines_warp 32632 4039
+lines_warp 32633 3706
+lines_warp 32634 3269
+lines_warp 32635 3036
+lines_warp 32636 2734
+lines_warp 32637 2535
+lines_warp 32638 2246
+lines_warp 32639 2049
+lines_warp 32640 1862
+lines_warp 32641 1603
+lines_warp 32642 1461
+lines_warp 32643 1287
+lines_warp 32644 1113
+lines_warp 32645 1038
+lines_warp 32646 848
+lines_warp 32647 740
+lines_warp 32648 671
+lines_warp 32649 581
+lines_warp 32650 448
+lines_warp 32651 411
+lines_warp 32652 355
+lines_warp 32653 277
+lines_warp 32654 252
+lines_warp 32655 205
+lines_warp 32656 181
+lines_warp 32657 144
+lines_warp 32658 120
+lines_warp 32659 83
+lines_warp 32660 84
+lines_warp 32661 54
+lines_warp 32662 51
+lines_warp 32663 37
+lines_warp 32664 25
+lines_warp 32665 26
+lines_warp 32666 21
+lines_warp 32667 11
+lines_warp 32668 9
+lines_warp 32669 10
+lines_warp 32670 7
+lines_warp 32671 4
+lines_warp 32672 5
+lines_warp 32673 2
+lines_warp 32674 1
+lines_warp 32675 5
+lines_warp 32678 1
+lines_warp 32679 1
+lines_warp 32683 1
+# distinct items_warp: value count
+items_warp 4078 2
+items_warp 4079 4
+items_warp 4080 13
+items_warp 4081 42
+items_warp 4082 122
+items_warp 4083 428
+items_warp 4084 1116
+items_warp 4085 2850
+items_warp 4086 7092
+items_warp 4087 15034
+items_warp 4088 28990
+items_warp 4089 49311
+items_warp 4090 72940
+items_warp 4091 91574
+items_warp 4092 97075
+items_warp 4093 81141
+items_warp 4094 51023
+items_warp 4095 21141
+items_warp 4096 4390

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-p8/warps-p8-attack-f8-d20733-n16777216-none-positions.txt

@@ -0,0 +1,129 @@
+# position iteration site instr max_hi16_bucket_share saturated_share
+0 0 0 1 0.000020 0.000000
+1 0 1 8 0.000036 0.000000
+2 0 2 11 0.000019 0.000000
+3 0 3 15 0.000070 0.000000
+4 0 4 23 0.000036 0.000000
+5 0 5 26 0.000019 0.000000
+6 0 6 33 0.000115 0.000000
+7 0 7 35 0.000036 0.000000
+8 0 8 36 0.000070 0.000000
+9 0 9 37 0.000070 0.000000
+10 0 10 39 0.000069 0.000000
+11 0 11 41 0.000036 0.000000
+12 0 12 48 0.000020 0.000000
+13 0 13 50 0.000081 0.000000
+14 0 14 51 0.000196 0.000000
+15 0 15 59 0.000069 0.000000
+16 1 0 1 0.000019 0.000000
+17 1 1 8 0.000036 0.000000
+18 1 2 11 0.000020 0.000000
+19 1 3 15 0.000069 0.000000
+20 1 4 23 0.000036 0.000000
+21 1 5 26 0.000019 0.000000
+22 1 6 33 0.000114 0.000000
+23 1 7 35 0.000037 0.000000
+24 1 8 36 0.000068 0.000000
+25 1 9 37 0.000070 0.000000
+26 1 10 39 0.000070 0.000000
+27 1 11 41 0.000037 0.000000
+28 1 12 48 0.000019 0.000000
+29 1 13 50 0.000082 0.000000
+30 1 14 51 0.000193 0.000000
+31 1 15 59 0.000068 0.000000
+32 2 0 1 0.000019 0.000000
+33 2 1 8 0.000036 0.000000
+34 2 2 11 0.000020 0.000000
+35 2 3 15 0.000068 0.000000
+36 2 4 23 0.000037 0.000000
+37 2 5 26 0.000019 0.000000
+38 2 6 33 0.000117 0.000000
+39 2 7 35 0.000036 0.000000
+40 2 8 36 0.000069 0.000000
+41 2 9 37 0.000069 0.000000
+42 2 10 39 0.000068 0.000000
+43 2 11 41 0.000037 0.000000
+44 2 12 48 0.000020 0.000000
+45 2 13 50 0.000081 0.000000
+46 2 14 51 0.000195 0.000000
+47 2 15 59 0.000069 0.000000
+48 3 0 1 0.000020 0.000000
+49 3 1 8 0.000036 0.000000
+50 3 2 11 0.000019 0.000000
+51 3 3 15 0.000069 0.000000
+52 3 4 23 0.000036 0.000000
+53 3 5 26 0.000019 0.000000
+54 3 6 33 0.000116 0.000000
+55 3 7 35 0.000037 0.000000
+56 3 8 36 0.000069 0.000000
+57 3 9 37 0.000069 0.000000
+58 3 10 39 0.000068 0.000000
+59 3 11 41 0.000036 0.000000
+60 3 12 48 0.000020 0.000000
+61 3 13 50 0.000082 0.000000
+62 3 14 51 0.000194 0.000000
+63 3 15 59 0.000069 0.000000
+64 4 0 1 0.000019 0.000000
+65 4 1 8 0.000036 0.000000
+66 4 2 11 0.000020 0.000000
+67 4 3 15 0.000070 0.000000
+68 4 4 23 0.000037 0.000000
+69 4 5 26 0.000019 0.000000
+70 4 6 33 0.000116 0.000000
+71 4 7 35 0.000036 0.000000
+72 4 8 36 0.000068 0.000000
+73 4 9 37 0.000068 0.000000
+74 4 10 39 0.000068 0.000000
+75 4 11 41 0.000036 0.000000
+76 4 12 48 0.000020 0.000000
+77 4 13 50 0.000084 0.000000
+78 4 14 51 0.000194 0.000000
+79 4 15 59 0.000068 0.000000
+80 5 0 1 0.000020 0.000000
+81 5 1 8 0.000036 0.000000
+82 5 2 11 0.000019 0.000000
+83 5 3 15 0.000068 0.000000
+84 5 4 23 0.000036 0.000000
+85 5 5 26 0.000020 0.000000
+86 5 6 33 0.000116 0.000000
+87 5 7 35 0.000036 0.000000
+88 5 8 36 0.000069 0.000000
+89 5 9 37 0.000070 0.000000
+90 5 10 39 0.000068 0.000000
+91 5 11 41 0.000036 0.000000
+92 5 12 48 0.000019 0.000000
+93 5 13 50 0.000081 0.000000
+94 5 14 51 0.000193 0.000000
+95 5 15 59 0.000069 0.000000
+96 6 0 1 0.000019 0.000000
+97 6 1 8 0.000036 0.000000
+98 6 2 11 0.000019 0.000000
+99 6 3 15 0.000069 0.000000
+100 6 4 23 0.000036 0.000000
+101 6 5 26 0.000019 0.000000
+102 6 6 33 0.000115 0.000000
+103 6 7 35 0.000036 0.000000
+104 6 8 36 0.000068 0.000000
+105 6 9 37 0.000069 0.000000
+106 6 10 39 0.000068 0.000000
+107 6 11 41 0.000036 0.000000
+108 6 12 48 0.000020 0.000000
+109 6 13 50 0.000081 0.000000
+110 6 14 51 0.000193 0.000000
+111 6 15 59 0.000068 0.000000
+112 7 0 1 0.000019 0.000000
+113 7 1 8 0.000036 0.000000
+114 7 2 11 0.000020 0.000000
+115 7 3 15 0.000070 0.000000
+116 7 4 23 0.000036 0.000000
+117 7 5 26 0.000019 0.000000
+118 7 6 33 0.000115 0.000000
+119 7 7 35 0.000036 0.000000
+120 7 8 36 0.000068 0.000000
+121 7 9 37 0.000068 0.000000
+122 7 10 39 0.000069 0.000000
+123 7 11 41 0.000037 0.000000
+124 7 12 48 0.000019 0.000000
+125 7 13 50 0.000081 0.000000
+126 7 14 51 0.000193 0.000000
+127 7 15 59 0.000069 0.000000

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/f8-seeds.log

@@ -0,0 +1,899 @@
+lease: 0 of 4 pool cores free (88 leased); waiting
+lease: holding 8 pool cores (16,17,18,19,20,21,22,23, waited 123 s, class v5, mem 8 GB): class v6 census: pack dry-v5-dn3 F8 census 16 seeds at 2^22 (window control, by site)
+[2026-10-08T14:44:37Z] attack-f8 0.1.0 (igneum-pow 4); args ["census", "--programs", "2..17", "--nonces", "4194304", "--control", "window", "--by-site", "--class", "v5", "--state", "/srv/builds/v6-census/packs/v5-dn3-epoch0/state.igsd1", "--load-class", "mx8+sh256x27+state", "--era-widths", "4", "--day", "20733", "--threads", "8", "--out", "/srv/builds/v6-census/packs-out/dry-v5-dn3/f8-seeds"]
+[2026-10-08T14:44:37Z] census warps: programs [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17] day 20733 nonces 4194304 threads 8 plant none validate all check_every 997 diag true
+[2026-10-08T14:44:40Z] day 20733: cache filled in 3.60 s, fnv 7334fa46e5d972eb
+[2026-10-08T14:45:50Z] table: 16777216 items derived with their 8 lines in 68.0 s; library comparison all (0 mismatches)
+[2026-10-08T14:45:53Z] program p2-attack-f8: epoch seed 59cef1aaa406506685f4355933868219bedece8dbd4e84c281724db9313bfdfa era seed 9cba001faa1e017235841c72f560ebd1b93f6d7aea5f9a598f7d3080e8a11f69 id 962e2bf6fb15ad6f attempt 5 class mx8-era35d128b9+sh256x27+state op mix load=16 mul=8 add=6 mulhi=6 shfl=6 mad=4 or=4 rotl=4 rotr=4 xor=4 sub=2; era stride mul 0xbf0fab63 rot 4 interleave [2, 3, 7, 15] windows 2:2:0 3:0:0 7:0:0 9:0:0 13:2:1 17:1:1 21:2:0 22:1:0 23:0:0 27:1:0 30:2:2 40:1:0 44:2:1 55:0:0 62:0:0 63:2:0
+[2026-10-08T14:45:53Z] window layer: site item windows (first, items) (0x0,2^22) (0x0,2^24) (0x0,2^24) (0x0,2^24) (0x400000,2^22) (0x800000,2^23) (0x0,2^22) (0x0,2^23) (0x0,2^24) (0x0,2^23) (0x800000,2^22) (0x0,2^23) (0x400000,2^22) (0x0,2^24) (0x0,2^24) (0x0,2^22); expected reads per item by quarter 48.000 40.000 24.000 16.000 (flat uniform 32.000)
+[2026-10-08T14:49:06Z] 131072 warps (4194304 nonces) interpreted in 192.8 s (11.770 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T14:49:06Z] p2-attack-f8 distinct lines per hash: n 4194304 min 1014 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8704
+[2026-10-08T14:49:06Z] p2-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9994
+[2026-10-08T14:49:06Z] p2-attack-f8 distinct lines per warp: n 131072 min 32575 p1 32604 median 32636 p99 32664 max 32698 mean 32635.7651
+[2026-10-08T14:49:06Z] p2-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4228
+[2026-10-08T14:49:06Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T14:49:06Z] positions: largest hi16-bucket (256 items) share 0.0081% at p124 (iteration 7, site 12, instr 44); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 2)
+[2026-10-08T14:49:06Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p15 (site 15, instr 63); saturated sources at one position 0 of 2048 at p0 (site 0, instr 2); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T14:49:06Z] p2-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 90 (bin 1058241) z_max +10.25 min 0 z_min -5.66 chi2/dof 5.99931 chi2_z +14479.55 top0.1% 0.21815% top0.5% 1.02494% top1% 1.98772%
+[2026-10-08T14:49:06Z] p2-attack-f8 item histogram against the window density: full 2^24 chi2/dof 0.99980 largest 90 (item 0x1025c1) at +6.06 sigma smallest at -4.62; buckets64 chi2/dof 1.00325 largest 1168 (bucket 246326) at +4.50 sigma smallest at -4.33
+[2026-10-08T14:49:15Z] p2-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 88 (bin 1076582) z_max +9.90 min 1 z_min -5.48 chi2/dof 5.99961 chi2_z +14480.41 top0.1% 0.21816% top0.5% 1.02513% top1% 1.98784%
+[2026-10-08T14:49:15Z] p2-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00000 largest +6.00 sigma; buckets64 chi2/dof 1.00298 largest +4.54 smallest -4.51
+[2026-10-08T14:49:15Z] 6-sigma p2-attack-f8 items buckets64 against the window density: largest bucket +4.50 sigma, smallest -4.33 -> within 6 sigma
+[2026-10-08T14:49:15Z] hot-set p2-attack-f8 items (windowed control): f 0.1% S_f 0.21815% E_f(control) 0.21816% X_f -0.00001% X_f/f -0.0001 -> no hot set
+[2026-10-08T14:49:15Z] hot-set p2-attack-f8 items (windowed control): f 0.5% S_f 1.02494% E_f(control) 1.02513% X_f -0.00020% X_f/f -0.0004 -> no hot set
+[2026-10-08T14:49:15Z] hot-set p2-attack-f8 items (windowed control): f 1.0% S_f 1.98772% E_f(control) 1.98784% X_f -0.00012% X_f/f -0.0001 -> no hot set
+[2026-10-08T14:49:15Z] hot-set p2-attack-f8 items (windowed control): verdict clear
+[2026-10-08T14:49:19Z] p2-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 69 (bin 1213505) z_max +6.54 min 7 z_min -4.42 chi2/dof 0.99981 chi2_z -0.54 top0.1% 0.16458% top0.5% 0.77434% top1% 1.50124%
+[2026-10-08T14:49:19Z] hot-set p2-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.21815% E_f(control) 0.16458% X_f +0.05357% X_f/f +0.5357 -> no hot set
+[2026-10-08T14:49:19Z] hot-set p2-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 1.02494% E_f(control) 0.77434% X_f +0.25060% X_f/f +0.5012 -> no hot set
+[2026-10-08T14:49:19Z] hot-set p2-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.98772% E_f(control) 1.50124% X_f +0.48648% X_f/f +0.4865 -> no hot set
+[2026-10-08T14:49:19Z] hot-set p2-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T14:49:19Z] ratio p2-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 0.9999x / 0.9998x / 0.9999x (gate 1.2x at 0.1%: within); over the FLAT control 1.3255x / 1.3236x / 1.3240x
+[2026-10-08T14:49:21Z] attribution: hot threshold count >= 67 marks 23179 items (0.1382% of items) holding 1600109 reads (0.2980% of reads); top 8 items t=0x1025c1:90 t=0x08e43f:89 t=0x083d6f:89 t=0x0b9a7b:87 t=0x17c499:86 t=0x27502c:85 t=0x1dee94:84 t=0x1b3363:84
+[2026-10-08T14:49:56Z] attribution: reads on hot items per position (flat expectation 0.1382% of each position's 4194304 reads); the 24 largest: p112(it7 s0)=0.797% p32(it2 s0)=0.795% p118(it7 s6)=0.792% p48(it3 s0)=0.792% p102(it6 s6)=0.791% p127(it7 s15)=0.791% p15(it0 s15)=0.791% p63(it3 s15)=0.791% p80(it5 s0)=0.790% p22(it1 s6)=0.790% p38(it2 s6)=0.788% p86(it5 s6)=0.787% p54(it3 s6)=0.787% p6(it0 s6)=0.786% p70(it4 s6)=0.786% p47(it2 s15)=0.784% p79(it4 s15)=0.784% p31(it1 s15)=0.784% p0(it0 s0)=0.782% p16(it1 s0)=0.781% p111(it6 s15)=0.781% p64(it4 s0)=0.780% p96(it6 s0)=0.780% p95(it5 s15)=0.779%
+[2026-10-08T14:49:56Z] attribution: hot reads by iteration it0=0.298% it1=0.298% it2=0.298% it3=0.298% it4=0.298% it5=0.298% it6=0.297% it7=0.299% ; by site s0=0.787% s1=0.199% s2=0.199% s3=0.200% s4=0.009% s5=0.000% s6=0.789% s7=0.396% s8=0.200% s9=0.398% s10=0.000% s11=0.398% s12=0.009% s13=0.200% s14=0.199% s15=0.786%
+[2026-10-08T14:49:56Z] site 0 (instr 2, src r1, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.7872% (flat expectation 0.1382%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T14:49:56Z] site 1 (instr 3, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1994% (flat expectation 0.1382%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T14:49:56Z] site 2 (instr 7, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1989% (flat expectation 0.1382%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T14:49:56Z] site 3 (instr 9, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2001% (flat expectation 0.1382%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T14:49:56Z] site 4 (instr 13, src r0, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0094% (flat expectation 0.1382%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T14:49:56Z] site 5 (instr 17, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1382%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T14:49:56Z] site 6 (instr 21, src r4, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.7886% (flat expectation 0.1382%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T14:49:56Z] site 7 (instr 22, src r5, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3963% (flat expectation 0.1382%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T14:49:56Z] site 8 (instr 23, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1996% (flat expectation 0.1382%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T14:49:56Z] site 9 (instr 27, src r2, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3979% (flat expectation 0.1382%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T14:49:56Z] site 10 (instr 30, src r2, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1382%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T14:49:56Z] site 11 (instr 40, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3980% (flat expectation 0.1382%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T14:49:56Z] site 12 (instr 44, src r4, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0093% (flat expectation 0.1382%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T14:49:56Z] site 13 (instr 55, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2000% (flat expectation 0.1382%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T14:49:56Z] site 14 (instr 62, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1985% (flat expectation 0.1382%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T14:49:56Z] site 15 (instr 63, src r1, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.7855% (flat expectation 0.1382%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T14:49:56Z] attribution: item 0x1025c1 (90 reads) read from positions p48(it3 s0)x4 p86(it5 s6)x4 p102(it6 s6)x4 p16(it1 s0)x3 p46(it2 s14)x3 p80(it5 s0)x3 p127(it7 s15)x2 p30(it1 s14)x2 p32(it2 s0)x2 p43(it2 s11)x2 p47(it2 s15)x2 p49(it3 s1)x2
+[2026-10-08T14:49:56Z] attribution: item 0x08e43f (89 reads) read from positions p48(it3 s0)x4 p54(it3 s6)x4 p63(it3 s15)x4 p86(it5 s6)x4 p38(it2 s6)x3 p41(it2 s9)x3 p47(it2 s15)x3 p61(it3 s13)x3 p111(it6 s15)x3 p127(it7 s15)x2 p16(it1 s0)x2 p22(it1 s6)x2
+[2026-10-08T14:49:56Z] attribution: item 0x083d6f (89 reads) read from positions p38(it2 s6)x3 p54(it3 s6)x3 p62(it3 s14)x3 p72(it4 s8)x3 p75(it4 s11)x3 p93(it5 s13)x3 p95(it5 s15)x3 p0(it0 s0)x3 p103(it6 s7)x3 p112(it7 s0)x2 p9(it0 s9)x2 p15(it0 s15)x2
+[2026-10-08T14:49:56Z] attribution: item 0x0b9a7b (87 reads) read from positions p86(it5 s6)x5 p15(it0 s15)x4 p16(it1 s0)x4 p25(it1 s9)x4 p118(it7 s6)x4 p38(it2 s6)x3 p47(it2 s15)x3 p48(it3 s0)x3 p70(it4 s6)x3 p79(it4 s15)x3 p95(it5 s15)x3 p121(it7 s9)x2
+[2026-10-08T14:49:56Z] attribution: item 0x17c499 (86 reads) read from positions p55(it3 s7)x4 p0(it0 s0)x4 p95(it5 s15)x3 p6(it0 s6)x3 p48(it3 s0)x3 p73(it4 s9)x3 p82(it5 s2)x3 p63(it3 s15)x2 p127(it7 s15)x2 p31(it1 s15)x2 p32(it2 s0)x2 p40(it2 s8)x2
+[2026-10-08T14:49:56Z] attribution: item 0x27502c (85 reads) read from positions p111(it6 s15)x5 p63(it3 s15)x5 p102(it6 s6)x5 p47(it2 s15)x4 p15(it0 s15)x3 p24(it1 s8)x3 p57(it3 s9)x3 p64(it4 s0)x3 p75(it4 s11)x3 p0(it0 s0)x2 p96(it6 s0)x2 p48(it3 s0)x2
+[2026-10-08T14:49:56Z] attribution: item 0x1dee94 (84 reads) read from positions p112(it7 s0)x4 p6(it0 s6)x4 p102(it6 s6)x4 p47(it2 s15)x3 p96(it6 s0)x3 p46(it2 s14)x2 p109(it6 s13)x2 p15(it0 s15)x2 p16(it1 s0)x2 p22(it1 s6)x2 p25(it1 s9)x2 p38(it2 s6)x2
+[2026-10-08T14:49:56Z] attribution: item 0x1b3363 (84 reads) read from positions p127(it7 s15)x6 p32(it2 s0)x4 p71(it4 s7)x4 p22(it1 s6)x3 p35(it2 s3)x3 p0(it0 s0)x3 p112(it7 s0)x3 p70(it4 s6)x2 p25(it1 s9)x2 p29(it1 s13)x2 p48(it3 s0)x2 p63(it3 s15)x2
+[2026-10-08T14:49:56Z] hottest item p2-attack-f8 (0x1025c1): 90 reads (0.0000% of all); predicted source none
+[2026-10-08T14:49:56Z] program p2-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T14:50:00Z] program p3-attack-f8: epoch seed c54e2ddda2d060f44288ab032babb7579205817a3206248b37f23e1dc271c95d era seed 1b04f6074217ff9d3a98817ec42c1a0143756db38049568cc9c8b14972e5b58a id aa47ecd53f11f1f1 attempt 1 class mx8-era8e7645ea+sh256x27+state op mix load=16 xor=8 add=7 shfl=6 rotl=5 rotr=5 sub=5 mul=4 mad=3 mulhi=3 or=2; era stride mul 0xa80102a7 rot 1 interleave [0, 5, 8, 15] windows 2:0:0 6:2:3 13:1:1 15:0:0 21:0:0 28:0:0 30:2:1 37:1:1 41:1:1 42:2:2 43:2:1 45:2:0 47:2:0 54:1:1 57:2:3 62:2:3
+[2026-10-08T14:50:00Z] window layer: site item windows (first, items) (0x0,2^24) (0xc00000,2^22) (0x800000,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^24) (0x400000,2^22) (0x800000,2^23) (0x800000,2^23) (0x800000,2^22) (0x400000,2^22) (0x0,2^22) (0x0,2^22) (0x800000,2^23) (0xc00000,2^22) (0xc00000,2^22); expected reads per item by quarter 24.000 24.000 32.000 48.000 (flat uniform 32.000)
+[2026-10-08T14:52:27Z] 131072 warps (4194304 nonces) interpreted in 146.5 s (8.942 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T14:52:27Z] p3-attack-f8 distinct lines per hash: n 4194304 min 1007 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8709
+[2026-10-08T14:52:27Z] p3-attack-f8 distinct items per hash: n 4194304 min 126 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T14:52:27Z] p3-attack-f8 distinct lines per warp: n 131072 min 32575 p1 32604 median 32636 p99 32664 max 32684 mean 32635.9570
+[2026-10-08T14:52:27Z] p3-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4505
+[2026-10-08T14:52:27Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T14:52:27Z] positions: largest hi16-bucket (256 items) share 0.0081% at p110 (iteration 6, site 14, instr 57); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p125 (site 13, instr 54)
+[2026-10-08T14:52:27Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p11 (site 11, instr 45); saturated sources at one position 0 of 2048 at p0 (site 0, instr 2); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T14:52:27Z] p3-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 91 (bin 14466637) z_max +10.43 min 2 z_min -5.30 chi2/dof 4.02253 chi2_z +8754.19 top0.1% 0.21941% top0.5% 1.02940% top1% 1.99423%
+[2026-10-08T14:52:27Z] p3-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.01869 largest 91 (item 0xdcbe4d) at +6.21 sigma smallest at -4.62; buckets64 chi2/dof 0.99616 largest 1722 (bucket 36723) at +4.75 sigma smallest at -4.02
+[2026-10-08T14:52:35Z] p3-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 86 (bin 13454489) z_max +9.55 min 4 z_min -4.95 chi2/dof 3.99947 chi2_z +8687.39 top0.1% 0.21802% top0.5% 1.02408% top1% 1.98508%
+[2026-10-08T14:52:35Z] p3-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99974 largest +5.92 sigma; buckets64 chi2/dof 0.99821 largest +4.29 smallest -4.59
+[2026-10-08T14:52:35Z] 6-sigma p3-attack-f8 items buckets64 against the window density: largest bucket +4.75 sigma, smallest -4.02 -> within 6 sigma
+[2026-10-08T14:52:35Z] hot-set p3-attack-f8 items (windowed control): f 0.1% S_f 0.21941% E_f(control) 0.21802% X_f +0.00139% X_f/f +0.0139 -> no hot set
+[2026-10-08T14:52:35Z] hot-set p3-attack-f8 items (windowed control): f 0.5% S_f 1.02940% E_f(control) 1.02408% X_f +0.00533% X_f/f +0.0107 -> no hot set
+[2026-10-08T14:52:35Z] hot-set p3-attack-f8 items (windowed control): f 1.0% S_f 1.99423% E_f(control) 1.98508% X_f +0.00915% X_f/f +0.0091 -> no hot set
+[2026-10-08T14:52:35Z] hot-set p3-attack-f8 items (windowed control): verdict clear
+[2026-10-08T14:52:45Z] p3-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 65 (bin 5896244) z_max +5.83 min 7 z_min -4.42 chi2/dof 1.00051 chi2_z +1.47 top0.1% 0.16462% top0.5% 0.77450% top1% 1.50150%
+[2026-10-08T14:52:45Z] hot-set p3-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.21941% E_f(control) 0.16462% X_f +0.05480% X_f/f +0.5480 -> no hot set
+[2026-10-08T14:52:45Z] hot-set p3-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 1.02940% E_f(control) 0.77450% X_f +0.25490% X_f/f +0.5098 -> no hot set
+[2026-10-08T14:52:45Z] hot-set p3-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.99423% E_f(control) 1.50150% X_f +0.49273% X_f/f +0.4927 -> no hot set
+[2026-10-08T14:52:45Z] hot-set p3-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T14:52:45Z] ratio p3-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0064x / 1.0052x / 1.0046x (gate 1.2x at 0.1%: within); over the FLAT control 1.3329x / 1.3291x / 1.3282x
+[2026-10-08T14:52:47Z] attribution: hot threshold count >= 68 marks 18077 items (0.1077% of items) holding 1266375 reads (0.2359% of reads); top 8 items t=0xdcbe4d:91 t=0xef3141:89 t=0xf33811:87 t=0xe6045f:86 t=0xfd1d1b:85 t=0xfba85d:85 t=0xdb74f9:85 t=0xee465f:84
+[2026-10-08T14:53:32Z] attribution: reads on hot items per position (flat expectation 0.1077% of each position's 4194304 reads); the 24 largest: p95(it5 s15)=0.631% p81(it5 s1)=0.627% p15(it0 s15)=0.624% p78(it4 s14)=0.624% p49(it3 s1)=0.624% p110(it6 s14)=0.623% p65(it4 s1)=0.623% p94(it5 s14)=0.622% p113(it7 s1)=0.622% p46(it2 s14)=0.622% p30(it1 s14)=0.621% p62(it3 s14)=0.621% p111(it6 s15)=0.620% p47(it2 s15)=0.619% p63(it3 s15)=0.619% p126(it7 s14)=0.618% p31(it1 s15)=0.618% p14(it0 s14)=0.618% p33(it2 s1)=0.617% p97(it6 s1)=0.614% p127(it7 s15)=0.612% p1(it0 s1)=0.612% p17(it1 s1)=0.611% p79(it4 s15)=0.611%
+[2026-10-08T14:53:32Z] attribution: hot reads by iteration it0=0.235% it1=0.236% it2=0.236% it3=0.236% it4=0.235% it5=0.237% it6=0.235% it7=0.236% ; by site s0=0.154% s1=0.619% s2=0.309% s3=0.155% s4=0.155% s5=0.155% s6=0.000% s7=0.310% s8=0.366% s9=0.000% s10=0.000% s11=0.000% s12=0.000% s13=0.310% s14=0.621% s15=0.619%
+[2026-10-08T14:53:32Z] site 0 (instr 2, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1541% (flat expectation 0.1077%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T14:53:32Z] site 1 (instr 6, src r6, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.6189% (flat expectation 0.1077%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T14:53:32Z] site 2 (instr 13, src r1, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3092% (flat expectation 0.1077%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T14:53:32Z] site 3 (instr 15, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1549% (flat expectation 0.1077%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T14:53:32Z] site 4 (instr 21, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1551% (flat expectation 0.1077%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T14:53:32Z] site 5 (instr 28, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1551% (flat expectation 0.1077%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T14:53:32Z] site 6 (instr 30, src r4, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1077%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T14:53:32Z] site 7 (instr 37, src r1, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3100% (flat expectation 0.1077%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T14:53:32Z] site 8 (instr 41, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3662% (flat expectation 0.1077%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T14:53:32Z] site 9 (instr 42, src r3, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1077%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T14:53:32Z] site 10 (instr 43, src r6, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1077%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T14:53:32Z] site 11 (instr 45, src r7, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1077%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T14:53:32Z] site 12 (instr 47, src r2, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1077%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T14:53:32Z] site 13 (instr 54, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3099% (flat expectation 0.1077%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T14:53:32Z] site 14 (instr 57, src r6, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.6213% (flat expectation 0.1077%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T14:53:32Z] site 15 (instr 62, src r7, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.6193% (flat expectation 0.1077%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T14:53:32Z] attribution: item 0xdcbe4d (91 reads) read from positions p1(it0 s1)x5 p81(it5 s1)x4 p127(it7 s15)x4 p33(it2 s1)x4 p46(it2 s14)x4 p78(it4 s14)x4 p104(it6 s8)x4 p23(it1 s7)x3 p24(it1 s8)x3 p29(it1 s13)x3 p30(it1 s14)x3 p47(it2 s15)x3
+[2026-10-08T14:53:32Z] attribution: item 0xef3141 (89 reads) read from positions p34(it2 s2)x5 p104(it6 s8)x5 p15(it0 s15)x4 p47(it2 s15)x4 p97(it6 s1)x4 p126(it7 s14)x4 p17(it1 s1)x3 p30(it1 s14)x3 p33(it2 s1)x3 p110(it6 s14)x3 p119(it7 s7)x3 p127(it7 s15)x3
+[2026-10-08T14:53:32Z] attribution: item 0xf33811 (87 reads) read from positions p110(it6 s14)x4 p113(it7 s1)x4 p13(it0 s13)x3 p17(it1 s1)x3 p40(it2 s8)x3 p50(it3 s2)x3 p65(it4 s1)x3 p120(it7 s8)x2 p18(it1 s2)x2 p30(it1 s14)x2 p34(it2 s2)x2 p36(it2 s4)x2
+[2026-10-08T14:53:32Z] attribution: item 0xe6045f (86 reads) read from positions p40(it2 s8)x4 p97(it6 s1)x4 p127(it7 s15)x3 p113(it7 s1)x3 p56(it3 s8)x2 p125(it7 s13)x2 p23(it1 s7)x2 p29(it1 s13)x2 p35(it2 s3)x2 p37(it2 s5)x2 p39(it2 s7)x2 p45(it2 s13)x2
+[2026-10-08T14:53:32Z] attribution: item 0xfd1d1b (85 reads) read from positions p15(it0 s15)x4 p17(it1 s1)x4 p33(it2 s1)x4 p47(it2 s15)x4 p95(it5 s15)x4 p111(it6 s15)x4 p127(it7 s15)x3 p56(it3 s8)x3 p62(it3 s14)x3 p88(it5 s8)x3 p126(it7 s14)x3 p30(it1 s14)x2
+[2026-10-08T14:53:32Z] attribution: item 0xfba85d (85 reads) read from positions p113(it7 s1)x6 p56(it3 s8)x4 p14(it0 s14)x3 p34(it2 s2)x3 p45(it2 s13)x3 p62(it3 s14)x3 p63(it3 s15)x3 p66(it4 s2)x3 p72(it4 s8)x3 p87(it5 s7)x3 p98(it6 s2)x2 p95(it5 s15)x2
+[2026-10-08T14:53:32Z] attribution: item 0xdb74f9 (85 reads) read from positions p17(it1 s1)x5 p50(it3 s2)x4 p94(it5 s14)x4 p30(it1 s14)x3 p113(it7 s1)x3 p119(it7 s7)x2 p24(it1 s8)x2 p31(it1 s15)x2 p33(it2 s1)x2 p35(it2 s3)x2 p47(it2 s15)x2 p56(it3 s8)x2
+[2026-10-08T14:53:32Z] attribution: item 0xee465f (84 reads) read from positions p95(it5 s15)x7 p79(it4 s15)x5 p15(it0 s15)x4 p1(it0 s1)x3 p31(it1 s15)x3 p49(it3 s1)x3 p126(it7 s14)x3 p8(it0 s8)x2 p23(it1 s7)x2 p24(it1 s8)x2 p40(it2 s8)x2 p47(it2 s15)x2
+[2026-10-08T14:53:32Z] hottest item p3-attack-f8 (0xdcbe4d): 91 reads (0.0000% of all); predicted source none
+[2026-10-08T14:53:32Z] program p3-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T14:53:37Z] program p4-attack-f8: epoch seed 1afaec86f76841dbd11b07f8e797e76ea7741a919b552517be524dff6279e685 era seed 855a2e525d282e8eed84759f4963aed36eac73bfe1b5f4f3fac853568f03260f id df23ce8899457b03 attempt 0 class mx8-erad8bbc64a+sh256x27+state op mix load=16 xor=14 add=7 mad=6 mul=5 rotl=4 rotr=4 mulhi=3 shfl=3 sub=2; era stride mul 0x2477779f rot 13 interleave [5, 10, 11, 15] windows 3:0:0 8:2:1 11:0:0 14:1:0 19:2:1 20:0:0 26:1:0 34:0:0 35:1:1 36:2:2 40:2:3 43:2:2 44:0:0 55:2:1 57:1:0 61:2:3
+[2026-10-08T14:53:37Z] window layer: site item windows (first, items) (0x0,2^24) (0x400000,2^22) (0x0,2^24) (0x0,2^23) (0x400000,2^22) (0x0,2^24) (0x0,2^23) (0x0,2^24) (0x800000,2^23) (0x800000,2^22) (0xc00000,2^22) (0x800000,2^22) (0x0,2^24) (0x400000,2^22) (0x0,2^23) (0xc00000,2^22); expected reads per item by quarter 22.000 46.000 30.000 30.000 (flat uniform 32.000)
+[2026-10-08T14:55:13Z] 131072 warps (4194304 nonces) interpreted in 96.7 s (5.900 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T14:55:13Z] p4-attack-f8 distinct lines per hash: n 4194304 min 992 p1 1016 median 1024 p99 1024 max 1024 mean 1023.3701
+[2026-10-08T14:55:13Z] p4-attack-f8 distinct items per hash: n 4194304 min 124 p1 127 median 128 p99 128 max 128 mean 127.9369
+[2026-10-08T14:55:13Z] p4-attack-f8 distinct lines per warp: n 131072 min 32528 p1 32577 median 32621 p99 32656 max 32684 mean 32620.1129
+[2026-10-08T14:55:13Z] p4-attack-f8 distinct items per warp: n 131072 min 4084 p1 4089 median 4094 p99 4096 max 4096 mean 4093.4566
+[2026-10-08T14:55:13Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T14:55:13Z] positions: largest hi16-bucket (256 items) share 0.0290% at p49 (iteration 3, site 1, instr 8); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p81 (site 1, instr 8)
+[2026-10-08T14:55:13Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p51 (site 3, instr 14); saturated sources at one position 0 of 2048 at p0 (site 0, instr 3); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T14:55:13Z] p4-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 111 (bin 4194711) z_max +13.97 min 3 z_min -5.13 chi2/dof 3.57930 chi2_z +7470.44 top0.1% 0.23692% top0.5% 1.08823% top1% 2.08363%
+[2026-10-08T14:55:14Z] p4-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.14256 largest 111 (item 0x400197) at +9.58 sigma smallest at -4.72; buckets64 chi2/dof 10.03963 largest 4871 (bucket 65538) at +35.52 sigma smallest at -8.64
+[2026-10-08T14:55:16Z] p4-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 85 (bin 5712412) z_max +9.37 min 4 z_min -4.95 chi2/dof 3.37522 chi2_z +6879.36 top0.1% 0.21049% top0.5% 0.98815% top1% 1.91286%
+[2026-10-08T14:55:16Z] p4-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00037 largest +5.76 sigma; buckets64 chi2/dof 0.99934 largest +4.42 smallest -4.33
+[2026-10-08T14:55:16Z] 6-sigma p4-attack-f8 items buckets64 against the window density: largest bucket +35.52 sigma, smallest -8.64 -> FLAGGED (beyond 6 sigma)
+[2026-10-08T14:55:16Z] hot-set p4-attack-f8 items (windowed control): f 0.1% S_f 0.23692% E_f(control) 0.21049% X_f +0.02643% X_f/f +0.2643 -> no hot set
+[2026-10-08T14:55:16Z] hot-set p4-attack-f8 items (windowed control): f 0.5% S_f 1.08823% E_f(control) 0.98815% X_f +0.10008% X_f/f +0.2002 -> no hot set
+[2026-10-08T14:55:16Z] hot-set p4-attack-f8 items (windowed control): f 1.0% S_f 2.08363% E_f(control) 1.91286% X_f +0.17076% X_f/f +0.1708 -> no hot set
+[2026-10-08T14:55:16Z] hot-set p4-attack-f8 items (windowed control): verdict clear
+[2026-10-08T14:55:19Z] p4-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 70 (bin 9398974) z_max +6.72 min 7 z_min -4.42 chi2/dof 1.00058 chi2_z +1.68 top0.1% 0.16466% top0.5% 0.77451% top1% 1.50153%
+[2026-10-08T14:55:19Z] hot-set p4-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.23692% E_f(control) 0.16466% X_f +0.07226% X_f/f +0.7226 -> no hot set
+[2026-10-08T14:55:19Z] hot-set p4-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 1.08823% E_f(control) 0.77451% X_f +0.31371% X_f/f +0.6274 -> no hot set
+[2026-10-08T14:55:19Z] hot-set p4-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 2.08363% E_f(control) 1.50153% X_f +0.58210% X_f/f +0.5821 -> no hot set
+[2026-10-08T14:55:19Z] hot-set p4-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T14:55:19Z] ratio p4-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.1255x / 1.1013x / 1.0893x (gate 1.2x at 0.1%: within); over the FLAT control 1.4389x / 1.4050x / 1.3877x
+[2026-10-08T14:55:20Z] attribution: hot threshold count >= 72 marks 19897 items (0.1186% of items) holding 1496578 reads (0.2788% of reads); top 8 items t=0x400197:111 t=0x4c026d:104 t=0x400061:103 t=0x6003c9:100 t=0x6002f0:100 t=0x400264:100 t=0x50009a:99 t=0x7002b8:98
+[2026-10-08T14:55:51Z] attribution: reads on hot items per position (flat expectation 0.1186% of each position's 4194304 reads); the 24 largest: p113(it7 s1)=1.561% p1(it0 s1)=1.559% p49(it3 s1)=1.557% p97(it6 s1)=1.555% p17(it1 s1)=1.554% p33(it2 s1)=1.550% p81(it5 s1)=1.548% p65(it4 s1)=1.546% p45(it2 s13)=0.619% p125(it7 s13)=0.616% p68(it4 s4)=0.615% p29(it1 s13)=0.614% p61(it3 s13)=0.614% p4(it0 s4)=0.614% p36(it2 s4)=0.613% p77(it4 s13)=0.612% p109(it6 s13)=0.612% p116(it7 s4)=0.612% p20(it1 s4)=0.611% p93(it5 s13)=0.609% p13(it0 s13)=0.608% p100(it6 s4)=0.608% p84(it5 s4)=0.607% p52(it3 s4)=0.607%
+[2026-10-08T14:55:51Z] attribution: hot reads by iteration it0=0.279% it1=0.280% it2=0.279% it3=0.279% it4=0.278% it5=0.278% it6=0.279% it7=0.279% ; by site s0=0.152% s1=1.554% s2=0.153% s3=0.305% s4=0.611% s5=0.154% s6=0.308% s7=0.152% s8=0.000% s9=0.000% s10=0.000% s11=0.000% s12=0.152% s13=0.613% s14=0.307% s15=0.000%
+[2026-10-08T14:55:51Z] site 0 (instr 3, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1523% (flat expectation 0.1186%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T14:55:51Z] site 1 (instr 8, src r2, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 1.5538% (flat expectation 0.1186%); index entropy 13.740 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0278% (window expectation 0.0061%)
+[2026-10-08T14:55:51Z] site 2 (instr 11, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1533% (flat expectation 0.1186%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T14:55:51Z] site 3 (instr 14, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3046% (flat expectation 0.1186%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T14:55:51Z] site 4 (instr 19, src r2, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.6107% (flat expectation 0.1186%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T14:55:51Z] site 5 (instr 20, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1541% (flat expectation 0.1186%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T14:55:51Z] site 6 (instr 26, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3076% (flat expectation 0.1186%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T14:55:51Z] site 7 (instr 34, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1520% (flat expectation 0.1186%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T14:55:51Z] site 8 (instr 35, src r4, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1186%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T14:55:51Z] site 9 (instr 36, src r7, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1186%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T14:55:51Z] site 10 (instr 40, src r7, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1186%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T14:55:51Z] site 11 (instr 43, src r5, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1186%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T14:55:51Z] site 12 (instr 44, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1519% (flat expectation 0.1186%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T14:55:51Z] site 13 (instr 55, src r6, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.6133% (flat expectation 0.1186%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T14:55:51Z] site 14 (instr 57, src r4, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3065% (flat expectation 0.1186%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T14:55:51Z] site 15 (instr 61, src r3, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1186%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T14:55:51Z] attribution: item 0x400197 (111 reads) read from positions p33(it2 s1)x9 p17(it1 s1)x8 p97(it6 s1)x7 p113(it7 s1)x7 p65(it4 s1)x6 p1(it0 s1)x4 p4(it0 s4)x4 p20(it1 s4)x4 p81(it5 s1)x4 p30(it1 s14)x3 p61(it3 s13)x3 p110(it6 s14)x3
+[2026-10-08T14:55:51Z] attribution: item 0x4c026d (104 reads) read from positions p17(it1 s1)x7 p1(it0 s1)x7 p68(it4 s4)x6 p113(it7 s1)x5 p33(it2 s1)x5 p97(it6 s1)x5 p49(it3 s1)x4 p61(it3 s13)x4 p65(it4 s1)x4 p81(it5 s1)x3 p109(it6 s13)x2 p20(it1 s4)x2
+[2026-10-08T14:55:51Z] attribution: item 0x400061 (103 reads) read from positions p113(it7 s1)x10 p33(it2 s1)x10 p1(it0 s1)x9 p65(it4 s1)x7 p17(it1 s1)x6 p49(it3 s1)x5 p86(it5 s6)x3 p29(it1 s13)x3 p71(it4 s7)x3 p81(it5 s1)x3 p84(it5 s4)x3 p97(it6 s1)x3
+[2026-10-08T14:55:51Z] attribution: item 0x6003c9 (100 reads) read from positions p97(it6 s1)x7 p113(it7 s1)x7 p65(it4 s1)x6 p81(it5 s1)x6 p1(it0 s1)x6 p17(it1 s1)x5 p4(it0 s4)x4 p33(it2 s1)x4 p49(it3 s1)x4 p77(it4 s13)x3 p116(it7 s4)x3 p13(it0 s13)x2
+[2026-10-08T14:55:51Z] attribution: item 0x6002f0 (100 reads) read from positions p113(it7 s1)x10 p49(it3 s1)x6 p1(it0 s1)x6 p17(it1 s1)x5 p65(it4 s1)x5 p81(it5 s1)x5 p97(it6 s1)x4 p100(it6 s4)x4 p4(it0 s4)x3 p14(it0 s14)x3 p33(it2 s1)x3 p45(it2 s13)x3
+[2026-10-08T14:55:51Z] attribution: item 0x400264 (100 reads) read from positions p65(it4 s1)x10 p97(it6 s1)x7 p49(it3 s1)x6 p113(it7 s1)x6 p33(it2 s1)x4 p110(it6 s14)x4 p45(it2 s13)x3 p84(it5 s4)x3 p1(it0 s1)x3 p115(it7 s3)x2 p13(it0 s13)x2 p17(it1 s1)x2
+[2026-10-08T14:55:51Z] attribution: item 0x50009a (99 reads) read from positions p17(it1 s1)x8 p113(it7 s1)x7 p49(it3 s1)x6 p65(it4 s1)x6 p45(it2 s13)x5 p81(it5 s1)x5 p1(it0 s1)x4 p54(it3 s6)x3 p29(it1 s13)x3 p33(it2 s1)x3 p14(it0 s14)x3 p61(it3 s13)x3
+[2026-10-08T14:55:51Z] attribution: item 0x7002b8 (98 reads) read from positions p17(it1 s1)x10 p1(it0 s1)x7 p33(it2 s1)x6 p81(it5 s1)x5 p94(it5 s14)x4 p113(it7 s1)x4 p84(it5 s4)x3 p87(it5 s7)x3 p97(it6 s1)x3 p109(it6 s13)x3 p116(it7 s4)x3 p125(it7 s13)x2
+[2026-10-08T14:55:51Z] hottest item p4-attack-f8 (0x400197): 111 reads (0.0000% of all); predicted source none
+[2026-10-08T14:55:51Z] program p4-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) FLAGGED; hot-set clear; verdict FLAGGED
+[2026-10-08T14:55:55Z] program p5-attack-f8: epoch seed 4f998289cbd81de103a0841e8c135af970ca9317bb4db67228aa378bc97c4cbd era seed 0256a8a96d1a8fcac0366ec5f4e9e2022847267bfbb7e1ea8bbb20cc22668ae4 id 9707dece9d7ee41a attempt 0 class mx8-era36b167ae+sh256x27+state op mix load=16 xor=14 add=5 mad=5 shfl=5 mul=4 mulhi=4 rotr=4 rotl=3 sub=3 or=1; era stride mul 0x435fd6c5 rot 4 interleave [0, 3, 11, 12] windows 12:0:0 17:1:1 22:0:0 33:0:0 34:1:0 38:2:1 39:0:0 40:1:0 43:1:0 44:2:0 47:2:0 54:0:0 56:2:0 59:1:1 60:1:1 62:1:0
+[2026-10-08T14:55:55Z] window layer: site item windows (first, items) (0x0,2^24) (0x800000,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^23) (0x400000,2^22) (0x0,2^24) (0x0,2^23) (0x0,2^23) (0x0,2^22) (0x0,2^22) (0x0,2^24) (0x0,2^22) (0x800000,2^23) (0x800000,2^23) (0x0,2^23); expected reads per item by quarter 50.000 34.000 22.000 22.000 (flat uniform 32.000)
+[2026-10-08T14:58:00Z] 131072 warps (4194304 nonces) interpreted in 124.7 s (7.611 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T14:58:00Z] p5-attack-f8 distinct lines per hash: n 4194304 min 1007 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8710
+[2026-10-08T14:58:00Z] p5-attack-f8 distinct items per hash: n 4194304 min 126 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T14:58:00Z] p5-attack-f8 distinct lines per warp: n 131072 min 32578 p1 32604 median 32636 p99 32664 max 32687 mean 32635.8303
+[2026-10-08T14:58:00Z] p5-attack-f8 distinct items per warp: n 131072 min 4089 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4369
+[2026-10-08T14:58:00Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T14:58:00Z] positions: largest hi16-bucket (256 items) share 0.0080% at p44 (iteration 2, site 12, instr 56); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p92 (site 12, instr 56)
+[2026-10-08T14:58:00Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p29 (site 13, instr 59); saturated sources at one position 0 of 2048 at p0 (site 0, instr 12); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T14:58:00Z] p5-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 91 (bin 4175297) z_max +10.43 min 3 z_min -5.13 chi2/dof 5.12538 chi2_z +11948.38 top0.1% 0.22553% top0.5% 1.06060% top1% 2.05701%
+[2026-10-08T14:58:00Z] p5-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00005 largest 91 (item 0x3fb5c1) at +5.80 sigma smallest at -4.81; buckets64 chi2/dof 1.00008 largest 3450 (bucket 8611) at +4.42 sigma smallest at -4.31
+[2026-10-08T14:58:05Z] p5-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 93 (bin 3145129) z_max +10.78 min 3 z_min -5.13 chi2/dof 5.12546 chi2_z +11948.61 top0.1% 0.22570% top0.5% 1.06135% top1% 2.05792%
+[2026-10-08T14:58:05Z] p5-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00003 largest +6.08 sigma; buckets64 chi2/dof 0.99782 largest +4.40 smallest -4.67
+[2026-10-08T14:58:05Z] 6-sigma p5-attack-f8 items buckets64 against the window density: largest bucket +4.42 sigma, smallest -4.31 -> within 6 sigma
+[2026-10-08T14:58:05Z] hot-set p5-attack-f8 items (windowed control): f 0.1% S_f 0.22553% E_f(control) 0.22570% X_f -0.00017% X_f/f -0.0017 -> no hot set
+[2026-10-08T14:58:05Z] hot-set p5-attack-f8 items (windowed control): f 0.5% S_f 1.06060% E_f(control) 1.06135% X_f -0.00075% X_f/f -0.0015 -> no hot set
+[2026-10-08T14:58:05Z] hot-set p5-attack-f8 items (windowed control): f 1.0% S_f 2.05701% E_f(control) 2.05792% X_f -0.00091% X_f/f -0.0009 -> no hot set
+[2026-10-08T14:58:05Z] hot-set p5-attack-f8 items (windowed control): verdict clear
+[2026-10-08T14:58:11Z] p5-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 68 (bin 3736024) z_max +6.36 min 7 z_min -4.42 chi2/dof 0.99995 chi2_z -0.15 top0.1% 0.16463% top0.5% 0.77456% top1% 1.50155%
+[2026-10-08T14:58:11Z] hot-set p5-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.22553% E_f(control) 0.16463% X_f +0.06090% X_f/f +0.6090 -> no hot set
+[2026-10-08T14:58:11Z] hot-set p5-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 1.06060% E_f(control) 0.77456% X_f +0.28604% X_f/f +0.5721 -> no hot set
+[2026-10-08T14:58:11Z] hot-set p5-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 2.05701% E_f(control) 1.50155% X_f +0.55546% X_f/f +0.5555 -> no hot set
+[2026-10-08T14:58:11Z] hot-set p5-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T14:58:11Z] ratio p5-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 0.9993x / 0.9993x / 0.9996x (gate 1.2x at 0.1%: within); over the FLAT control 1.3699x / 1.3693x / 1.3699x
+[2026-10-08T14:58:12Z] attribution: hot threshold count >= 70 marks 17960 items (0.1070% of items) holding 1293640 reads (0.2410% of reads); top 8 items t=0x3fb5c1:91 t=0x295b50:88 t=0x3e1d62:87 t=0x25145e:87 t=0x18f66a:87 t=0x2b5702:86 t=0x0ca47c:86 t=0x071844:86
+[2026-10-08T14:58:54Z] attribution: reads on hot items per position (flat expectation 0.1070% of each position's 4194304 reads); the 24 largest: p90(it5 s10)=0.626% p42(it2 s10)=0.624% p106(it6 s10)=0.622% p25(it1 s9)=0.621% p121(it7 s9)=0.620% p44(it2 s12)=0.620% p28(it1 s12)=0.619% p26(it1 s10)=0.619% p74(it4 s10)=0.618% p12(it0 s12)=0.618% p57(it3 s9)=0.617% p76(it4 s12)=0.617% p60(it3 s12)=0.617% p41(it2 s9)=0.616% p9(it0 s9)=0.616% p92(it5 s12)=0.616% p124(it7 s12)=0.616% p10(it0 s10)=0.616% p122(it7 s10)=0.615% p58(it3 s10)=0.615% p108(it6 s12)=0.613% p105(it6 s9)=0.612% p73(it4 s9)=0.610% p89(it5 s9)=0.609%
+[2026-10-08T14:58:54Z] attribution: hot reads by iteration it0=0.241% it1=0.241% it2=0.242% it3=0.241% it4=0.241% it5=0.241% it6=0.241% it7=0.241% ; by site s0=0.154% s1=0.000% s2=0.153% s3=0.155% s4=0.310% s5=0.000% s6=0.153% s7=0.307% s8=0.310% s9=0.615% s10=0.619% s11=0.154% s12=0.617% s13=0.000% s14=0.000% s15=0.308%
+[2026-10-08T14:58:54Z] site 0 (instr 12, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1540% (flat expectation 0.1070%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T14:58:54Z] site 1 (instr 17, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1070%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T14:58:54Z] site 2 (instr 22, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1532% (flat expectation 0.1070%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T14:58:54Z] site 3 (instr 33, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1547% (flat expectation 0.1070%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T14:58:54Z] site 4 (instr 34, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3097% (flat expectation 0.1070%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T14:58:54Z] site 5 (instr 38, src r3, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1070%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T14:58:54Z] site 6 (instr 39, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1526% (flat expectation 0.1070%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T14:58:54Z] site 7 (instr 40, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3072% (flat expectation 0.1070%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T14:58:54Z] site 8 (instr 43, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3099% (flat expectation 0.1070%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T14:58:54Z] site 9 (instr 44, src r2, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6153% (flat expectation 0.1070%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T14:58:54Z] site 10 (instr 47, src r0, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6193% (flat expectation 0.1070%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0068% (window expectation 0.0061%)
+[2026-10-08T14:58:54Z] site 11 (instr 54, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1541% (flat expectation 0.1070%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T14:58:54Z] site 12 (instr 56, src r0, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6169% (flat expectation 0.1070%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T14:58:54Z] site 13 (instr 59, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1070%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T14:58:54Z] site 14 (instr 60, src r1, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1070%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T14:58:54Z] site 15 (instr 62, src r4, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3084% (flat expectation 0.1070%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T14:58:54Z] attribution: item 0x3fb5c1 (91 reads) read from positions p20(it1 s4)x4 p58(it3 s10)x4 p8(it0 s8)x3 p44(it2 s12)x3 p76(it4 s12)x3 p89(it5 s9)x3 p122(it7 s10)x3 p124(it7 s12)x2 p10(it0 s10)x2 p24(it1 s8)x2 p26(it1 s10)x2 p28(it1 s12)x2
+[2026-10-08T14:58:54Z] attribution: item 0x295b50 (88 reads) read from positions p26(it1 s10)x5 p42(it2 s10)x5 p74(it4 s10)x4 p124(it7 s12)x4 p9(it0 s9)x3 p73(it4 s9)x3 p90(it5 s10)x3 p105(it6 s9)x3 p25(it1 s9)x2 p28(it1 s12)x2 p36(it2 s4)x2 p39(it2 s7)x2
+[2026-10-08T14:58:54Z] attribution: item 0x3e1d62 (87 reads) read from positions p10(it0 s10)x4 p73(it4 s9)x4 p74(it4 s10)x4 p68(it4 s4)x3 p76(it4 s12)x3 p89(it5 s9)x3 p90(it5 s10)x3 p95(it5 s15)x3 p120(it7 s8)x3 p121(it7 s9)x2 p12(it0 s12)x2 p15(it0 s15)x2
+[2026-10-08T14:58:54Z] attribution: item 0x25145e (87 reads) read from positions p44(it2 s12)x5 p10(it0 s10)x3 p25(it1 s9)x3 p28(it1 s12)x3 p40(it2 s8)x3 p76(it4 s12)x3 p89(it5 s9)x3 p90(it5 s10)x3 p121(it7 s9)x3 p127(it7 s15)x2 p31(it1 s15)x2 p34(it2 s2)x2
+[2026-10-08T14:58:54Z] attribution: item 0x18f66a (87 reads) read from positions p121(it7 s9)x6 p10(it0 s10)x4 p60(it3 s12)x4 p44(it2 s12)x3 p68(it4 s4)x3 p122(it7 s10)x3 p4(it0 s4)x2 p8(it0 s8)x2 p9(it0 s9)x2 p35(it2 s3)x2 p40(it2 s8)x2 p42(it2 s10)x2
+[2026-10-08T14:58:54Z] attribution: item 0x2b5702 (86 reads) read from positions p10(it0 s10)x6 p122(it7 s10)x3 p12(it0 s12)x3 p28(it1 s12)x3 p57(it3 s9)x3 p60(it3 s12)x2 p9(it0 s9)x2 p23(it1 s7)x2 p63(it3 s15)x2 p70(it4 s6)x2 p82(it5 s2)x2 p84(it5 s4)x2
+[2026-10-08T14:58:54Z] attribution: item 0x0ca47c (86 reads) read from positions p74(it4 s10)x5 p121(it7 s9)x3 p26(it1 s10)x3 p66(it4 s2)x3 p76(it4 s12)x3 p105(it6 s9)x3 p58(it3 s10)x2 p122(it7 s10)x2 p24(it1 s8)x2 p25(it1 s9)x2 p28(it1 s12)x2 p31(it1 s15)x2
+[2026-10-08T14:58:54Z] attribution: item 0x071844 (86 reads) read from positions p58(it3 s10)x4 p74(it4 s10)x4 p12(it0 s12)x3 p41(it2 s9)x3 p87(it5 s7)x3 p127(it7 s15)x2 p8(it0 s8)x2 p10(it0 s10)x2 p25(it1 s9)x2 p26(it1 s10)x2 p52(it3 s4)x2 p57(it3 s9)x2
+[2026-10-08T14:58:54Z] hottest item p5-attack-f8 (0x3fb5c1): 91 reads (0.0000% of all); predicted source none
+[2026-10-08T14:58:54Z] program p5-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T14:58:58Z] program p6-attack-f8: epoch seed 7c098cbf07b6c12b77b156450e5c0193d54f4400e26d5fec609198081b560654 era seed 225de8630f27b54d409c768ed7e8073d8ced4b08f92a8d629c39be55e65a0e7d id 04a00a41845b9f8a attempt 6 class mx8-eracafc9fcc+sh256x27+state op mix load=16 mul=10 sub=7 add=6 xor=6 mad=5 shfl=5 mulhi=4 or=3 rotl=2; era stride mul 0x05ba4603 rot 21 interleave [0, 2, 7, 11] windows 1:2:2 3:1:1 10:1:0 11:2:0 12:1:0 16:2:2 23:0:0 33:1:1 34:2:3 39:0:0 45:2:0 46:0:0 53:2:2 59:1:0 60:2:1 62:2:1
+[2026-10-08T14:58:58Z] window layer: site item windows (first, items) (0x800000,2^22) (0x800000,2^23) (0x0,2^23) (0x0,2^22) (0x0,2^23) (0x800000,2^22) (0x0,2^24) (0x800000,2^23) (0xc00000,2^22) (0x0,2^24) (0x0,2^22) (0x0,2^24) (0x800000,2^22) (0x0,2^23) (0x400000,2^22) (0x400000,2^22); expected reads per item by quarter 34.000 34.000 38.000 22.000 (flat uniform 32.000)
+[2026-10-08T15:00:17Z] 131072 warps (4194304 nonces) interpreted in 79.0 s (4.819 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:00:17Z] p6-attack-f8 distinct lines per hash: n 4194304 min 1013 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8711
+[2026-10-08T15:00:17Z] p6-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:00:17Z] p6-attack-f8 distinct lines per warp: n 131072 min 32570 p1 32605 median 32637 p99 32664 max 32686 mean 32636.2386
+[2026-10-08T15:00:17Z] p6-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4839
+[2026-10-08T15:00:17Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:00:17Z] positions: largest hi16-bucket (256 items) share 0.0088% at p26 (iteration 1, site 10, instr 45); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 1)
+[2026-10-08T15:00:17Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 1 of 2048 at p0 (site 0, instr 1); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:00:17Z] p6-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 73 (bin 9065949) z_max +7.25 min 3 z_min -5.13 chi2/dof 2.13335 chi2_z +3282.52 top0.1% 0.18066% top0.5% 0.84729% top1% 1.64147%
+[2026-10-08T15:00:17Z] p6-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00768 largest 71 (item 0x358774) at +6.35 sigma smallest at -4.29; buckets64 chi2/dof 1.48171 largest 2423 (bucket 52707) at +5.30 sigma smallest at -5.19
+[2026-10-08T15:00:22Z] p6-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 76 (bin 9180606) z_max +7.78 min 3 z_min -5.13 chi2/dof 2.12391 chi2_z +3255.18 top0.1% 0.18054% top0.5% 0.84646% top1% 1.63972%
+[2026-10-08T15:00:22Z] p6-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99925 largest +6.16 sigma; buckets64 chi2/dof 0.99938 largest +4.59 smallest -4.32
+[2026-10-08T15:00:22Z] 6-sigma p6-attack-f8 items buckets64 against the window density: largest bucket +5.30 sigma, smallest -5.19 -> within 6 sigma
+[2026-10-08T15:00:22Z] hot-set p6-attack-f8 items (windowed control): f 0.1% S_f 0.18066% E_f(control) 0.18054% X_f +0.00013% X_f/f +0.0013 -> no hot set
+[2026-10-08T15:00:22Z] hot-set p6-attack-f8 items (windowed control): f 0.5% S_f 0.84729% E_f(control) 0.84646% X_f +0.00083% X_f/f +0.0017 -> no hot set
+[2026-10-08T15:00:22Z] hot-set p6-attack-f8 items (windowed control): f 1.0% S_f 1.64147% E_f(control) 1.63972% X_f +0.00175% X_f/f +0.0018 -> no hot set
+[2026-10-08T15:00:22Z] hot-set p6-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:00:26Z] p6-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 71 (bin 13857067) z_max +6.89 min 7 z_min -4.42 chi2/dof 0.99970 chi2_z -0.87 top0.1% 0.16459% top0.5% 0.77447% top1% 1.50147%
+[2026-10-08T15:00:26Z] hot-set p6-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.18066% E_f(control) 0.16459% X_f +0.01607% X_f/f +0.1607 -> no hot set
+[2026-10-08T15:00:26Z] hot-set p6-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.84729% E_f(control) 0.77447% X_f +0.07282% X_f/f +0.1456 -> no hot set
+[2026-10-08T15:00:26Z] hot-set p6-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.64147% E_f(control) 1.50147% X_f +0.14000% X_f/f +0.1400 -> no hot set
+[2026-10-08T15:00:26Z] hot-set p6-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:00:26Z] ratio p6-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0007x / 1.0010x / 1.0011x (gate 1.2x at 0.1%: within); over the FLAT control 1.0977x / 1.0940x / 1.0932x
+[2026-10-08T15:00:28Z] attribution: hot threshold count >= 56 marks 18526 items (0.1104% of items) holding 1067863 reads (0.1989% of reads); top 8 items t=0x8a55dd:73 t=0x358774:71 t=0xb14e72:70 t=0x9076c4:70 t=0xa83f23:69 t=0xa4b935:69 t=0xa41659:69 t=0x9db4c7:69
+[2026-10-08T15:01:06Z] attribution: reads on hot items per position (flat expectation 0.1104% of each position's 4194304 reads); the 24 largest: p37(it2 s5)=0.566% p76(it4 s12)=0.564% p64(it4 s0)=0.564% p85(it5 s5)=0.563% p0(it0 s0)=0.563% p80(it5 s0)=0.562% p21(it1 s5)=0.561% p28(it1 s12)=0.561% p101(it6 s5)=0.560% p48(it3 s0)=0.560% p92(it5 s12)=0.560% p60(it3 s12)=0.559% p32(it2 s0)=0.559% p112(it7 s0)=0.559% p12(it0 s12)=0.559% p117(it7 s5)=0.559% p53(it3 s5)=0.559% p124(it7 s12)=0.558% p69(it4 s5)=0.558% p108(it6 s12)=0.557% p16(it1 s0)=0.557% p44(it2 s12)=0.555% p5(it0 s5)=0.554% p96(it6 s0)=0.553%
+[2026-10-08T15:01:06Z] attribution: hot reads by iteration it0=0.199% it1=0.199% it2=0.199% it3=0.199% it4=0.200% it5=0.200% it6=0.198% it7=0.199% ; by site s0=0.560% s1=0.280% s2=0.061% s3=0.066% s4=0.061% s5=0.560% s6=0.170% s7=0.280% s8=0.000% s9=0.171% s10=0.069% s11=0.171% s12=0.559% s13=0.061% s14=0.057% s15=0.056%
+[2026-10-08T15:01:06Z] site 0 (instr 1, src r7, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.5596% (flat expectation 0.1104%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:01:06Z] site 1 (instr 3, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2795% (flat expectation 0.1104%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:01:06Z] site 2 (instr 10, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0612% (flat expectation 0.1104%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:01:06Z] site 3 (instr 11, src r3, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0657% (flat expectation 0.1104%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:01:06Z] site 4 (instr 12, src r2, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0608% (flat expectation 0.1104%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:01:06Z] site 5 (instr 16, src r6, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.5600% (flat expectation 0.1104%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:01:06Z] site 6 (instr 23, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1699% (flat expectation 0.1104%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:01:06Z] site 7 (instr 33, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2803% (flat expectation 0.1104%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:01:06Z] site 8 (instr 34, src r1, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1104%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:01:06Z] site 9 (instr 39, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1712% (flat expectation 0.1104%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:01:06Z] site 10 (instr 45, src r5, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0694% (flat expectation 0.1104%); index entropy 13.988 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0076% (window expectation 0.0061%)
+[2026-10-08T15:01:06Z] site 11 (instr 46, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1710% (flat expectation 0.1104%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:01:06Z] site 12 (instr 53, src r1, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.5590% (flat expectation 0.1104%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:01:06Z] site 13 (instr 59, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0613% (flat expectation 0.1104%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:01:06Z] site 14 (instr 60, src r3, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0571% (flat expectation 0.1104%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:01:06Z] site 15 (instr 62, src r2, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0564% (flat expectation 0.1104%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:01:06Z] attribution: item 0x8a55dd (73 reads) read from positions p117(it7 s5)x4 p39(it2 s7)x4 p103(it6 s7)x4 p0(it0 s0)x3 p124(it7 s12)x3 p69(it4 s5)x3 p92(it5 s12)x3 p112(it7 s0)x3 p1(it0 s1)x3 p60(it3 s12)x2 p32(it2 s0)x2 p37(it2 s5)x2
+[2026-10-08T15:01:06Z] attribution: item 0x358774 (71 reads) read from positions p90(it5 s10)x4 p3(it0 s3)x3 p35(it2 s3)x3 p36(it2 s4)x3 p61(it3 s13)x3 p83(it5 s3)x3 p106(it6 s10)x3 p2(it0 s2)x2 p18(it1 s2)x2 p42(it2 s10)x2 p43(it2 s11)x2 p45(it2 s13)x2
+[2026-10-08T15:01:06Z] attribution: item 0xb14e72 (70 reads) read from positions p60(it3 s12)x5 p12(it0 s12)x4 p21(it1 s5)x3 p37(it2 s5)x3 p38(it2 s6)x3 p76(it4 s12)x3 p112(it7 s0)x3 p124(it7 s12)x2 p11(it0 s11)x2 p16(it1 s0)x2 p28(it1 s12)x2 p39(it2 s7)x2
+[2026-10-08T15:01:06Z] attribution: item 0x9076c4 (70 reads) read from positions p28(it1 s12)x7 p21(it1 s5)x5 p124(it7 s12)x4 p85(it5 s5)x4 p16(it1 s0)x3 p48(it3 s0)x3 p97(it6 s1)x3 p5(it0 s5)x2 p37(it2 s5)x2 p60(it3 s12)x2 p64(it4 s0)x2 p69(it4 s5)x2
+[2026-10-08T15:01:06Z] attribution: item 0xa83f23 (69 reads) read from positions p92(it5 s12)x5 p5(it0 s5)x4 p117(it7 s5)x4 p119(it7 s7)x3 p32(it2 s0)x3 p44(it2 s12)x3 p64(it4 s0)x3 p105(it6 s9)x3 p113(it7 s1)x2 p33(it2 s1)x2 p37(it2 s5)x2 p53(it3 s5)x2
+[2026-10-08T15:01:06Z] attribution: item 0xa4b935 (69 reads) read from positions p117(it7 s5)x6 p44(it2 s12)x5 p108(it6 s12)x5 p76(it4 s12)x4 p0(it0 s0)x3 p53(it3 s5)x3 p37(it2 s5)x3 p5(it0 s5)x2 p23(it1 s7)x2 p49(it3 s1)x2 p60(it3 s12)x2 p69(it4 s5)x2
+[2026-10-08T15:01:06Z] attribution: item 0xa41659 (69 reads) read from positions p108(it6 s12)x6 p32(it2 s0)x4 p27(it1 s11)x3 p44(it2 s12)x3 p49(it3 s1)x3 p92(it5 s12)x3 p112(it7 s0)x3 p7(it0 s7)x2 p21(it1 s5)x2 p53(it3 s5)x2 p55(it3 s7)x2 p69(it4 s5)x2
+[2026-10-08T15:01:06Z] attribution: item 0x9db4c7 (69 reads) read from positions p5(it0 s5)x7 p28(it1 s12)x5 p124(it7 s12)x5 p53(it3 s5)x4 p64(it4 s0)x4 p76(it4 s12)x4 p48(it3 s0)x3 p69(it4 s5)x3 p101(it6 s5)x3 p21(it1 s5)x2 p32(it2 s0)x2 p60(it3 s12)x2
+[2026-10-08T15:01:06Z] hottest item p6-attack-f8 (0x8a55dd): 73 reads (0.0000% of all); predicted source none
+[2026-10-08T15:01:06Z] program p6-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:01:11Z] program p7-attack-f8: epoch seed d1cd8a39b319066354bb1c6b5f2eb169f662a595726177ba7513240ebeb42265 era seed cc1ab28fb416a19f869b8a9a65281e0a4a5cc4a6dab4894e54fb8ca680b0a893 id cf0db8d386288d94 attempt 1 class mx8-erad0025a9f+sh256x27+state op mix load=16 shfl=8 add=7 mad=6 xor=5 mul=4 or=4 rotr=4 sub=4 mulhi=3 rotl=3; era stride mul 0xff347267 rot 25 interleave [2, 6, 7, 14] windows 6:1:1 8:2:0 10:2:0 13:0:0 18:2:1 20:2:1 23:1:1 25:0:0 34:0:0 36:1:0 42:0:0 45:0:0 52:0:0 58:0:0 60:2:1 61:1:0
+[2026-10-08T15:01:11Z] window layer: site item windows (first, items) (0x800000,2^23) (0x0,2^22) (0x0,2^22) (0x0,2^24) (0x400000,2^22) (0x400000,2^22) (0x800000,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^24) (0x0,2^24) (0x400000,2^22) (0x0,2^23); expected reads per item by quarter 38.000 46.000 22.000 22.000 (flat uniform 32.000)
+[2026-10-08T15:02:24Z] 131072 warps (4194304 nonces) interpreted in 72.8 s (4.440 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:02:24Z] p7-attack-f8 distinct lines per hash: n 4194304 min 1014 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8708
+[2026-10-08T15:02:24Z] p7-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:02:24Z] p7-attack-f8 distinct lines per warp: n 131072 min 32576 p1 32605 median 32636 p99 32664 max 32685 mean 32635.9545
+[2026-10-08T15:02:24Z] p7-attack-f8 distinct items per warp: n 131072 min 4091 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4483
+[2026-10-08T15:02:24Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:02:24Z] positions: largest hi16-bucket (256 items) share 0.0080% at p46 (iteration 2, site 14, instr 60); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 6)
+[2026-10-08T15:02:24Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p6 (site 6, instr 23); saturated sources at one position 0 of 2048 at p0 (site 0, instr 6); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:02:24Z] p7-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 85 (bin 4293535) z_max +9.37 min 2 z_min -5.30 chi2/dof 4.40360 chi2_z +9857.89 top0.1% 0.21139% top0.5% 0.99184% top1% 1.92110%
+[2026-10-08T15:02:24Z] p7-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.03146 largest 52 (item 0x93e998) at +6.40 sigma smallest at -4.54; buckets64 chi2/dof 3.01482 largest 1657 (bucket 155426) at +6.64 sigma smallest at -6.29
+[2026-10-08T15:02:28Z] p7-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 81 (bin 4934675) z_max +8.66 min 1 z_min -5.48 chi2/dof 4.37600 chi2_z +9777.93 top0.1% 0.21035% top0.5% 0.98846% top1% 1.91438%
+[2026-10-08T15:02:28Z] p7-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00069 largest +6.33 sigma; buckets64 chi2/dof 0.99814 largest +4.35 smallest -4.64
+[2026-10-08T15:02:28Z] 6-sigma p7-attack-f8 items buckets64 against the window density: largest bucket +6.64 sigma, smallest -6.29 -> FLAGGED (beyond 6 sigma)
+[2026-10-08T15:02:28Z] hot-set p7-attack-f8 items (windowed control): f 0.1% S_f 0.21139% E_f(control) 0.21035% X_f +0.00104% X_f/f +0.0104 -> no hot set
+[2026-10-08T15:02:28Z] hot-set p7-attack-f8 items (windowed control): f 0.5% S_f 0.99184% E_f(control) 0.98846% X_f +0.00338% X_f/f +0.0068 -> no hot set
+[2026-10-08T15:02:28Z] hot-set p7-attack-f8 items (windowed control): f 1.0% S_f 1.92110% E_f(control) 1.91438% X_f +0.00672% X_f/f +0.0067 -> no hot set
+[2026-10-08T15:02:28Z] hot-set p7-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:02:32Z] p7-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 67 (bin 16460686) z_max +6.19 min 8 z_min -4.24 chi2/dof 0.99979 chi2_z -0.62 top0.1% 0.16448% top0.5% 0.77424% top1% 1.50115%
+[2026-10-08T15:02:32Z] hot-set p7-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.21139% E_f(control) 0.16448% X_f +0.04691% X_f/f +0.4691 -> no hot set
+[2026-10-08T15:02:32Z] hot-set p7-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.99184% E_f(control) 0.77424% X_f +0.21760% X_f/f +0.4352 -> no hot set
+[2026-10-08T15:02:32Z] hot-set p7-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.92110% E_f(control) 1.50115% X_f +0.41995% X_f/f +0.4199 -> no hot set
+[2026-10-08T15:02:32Z] hot-set p7-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:02:32Z] ratio p7-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0050x / 1.0034x / 1.0035x (gate 1.2x at 0.1%: within); over the FLAT control 1.2852x / 1.2810x / 1.2797x
+[2026-10-08T15:02:34Z] attribution: hot threshold count >= 65 marks 22133 items (0.1319% of items) holding 1483025 reads (0.2762% of reads); top 8 items t=0x41839f:85 t=0x457b45:84 t=0x570aba:83 t=0x4f2f6e:83 t=0x47da00:83 t=0x5b630f:82 t=0x54acea:82 t=0x48d6e8:82
+[2026-10-08T15:03:15Z] attribution: reads on hot items per position (flat expectation 0.1319% of each position's 4194304 reads); the 24 largest: p69(it4 s5)=0.761% p36(it2 s4)=0.759% p100(it6 s4)=0.758% p20(it1 s4)=0.757% p5(it0 s5)=0.757% p85(it5 s5)=0.756% p62(it3 s14)=0.756% p116(it7 s4)=0.756% p78(it4 s14)=0.755% p68(it4 s4)=0.755% p84(it5 s4)=0.754% p101(it6 s5)=0.754% p94(it5 s14)=0.754% p4(it0 s4)=0.753% p117(it7 s5)=0.753% p110(it6 s14)=0.752% p14(it0 s14)=0.751% p53(it3 s5)=0.751% p30(it1 s14)=0.751% p52(it3 s4)=0.750% p46(it2 s14)=0.748% p126(it7 s14)=0.748% p37(it2 s5)=0.747% p21(it1 s5)=0.741%
+[2026-10-08T15:03:15Z] attribution: hot reads by iteration it0=0.276% it1=0.276% it2=0.275% it3=0.276% it4=0.276% it5=0.277% it6=0.277% it7=0.276% ; by site s0=0.000% s1=0.010% s2=0.010% s3=0.191% s4=0.755% s5=0.752% s6=0.000% s7=0.191% s8=0.192% s9=0.381% s10=0.191% s11=0.192% s12=0.191% s13=0.231% s14=0.752% s15=0.381%
+[2026-10-08T15:03:15Z] site 0 (instr 6, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1319%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:03:15Z] site 1 (instr 8, src r2, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0096% (flat expectation 0.1319%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:03:15Z] site 2 (instr 10, src r1, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0097% (flat expectation 0.1319%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:03:15Z] site 3 (instr 13, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1914% (flat expectation 0.1319%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:03:15Z] site 4 (instr 18, src r2, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.7552% (flat expectation 0.1319%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:03:15Z] site 5 (instr 20, src r3, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.7525% (flat expectation 0.1319%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:03:15Z] site 6 (instr 23, src r4, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1319%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:03:15Z] site 7 (instr 25, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1910% (flat expectation 0.1319%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:03:15Z] site 8 (instr 34, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1917% (flat expectation 0.1319%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:03:15Z] site 9 (instr 36, src r5, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3815% (flat expectation 0.1319%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:03:15Z] site 10 (instr 42, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1910% (flat expectation 0.1319%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:03:15Z] site 11 (instr 45, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1916% (flat expectation 0.1319%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:03:15Z] site 12 (instr 52, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1913% (flat expectation 0.1319%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:03:15Z] site 13 (instr 58, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2306% (flat expectation 0.1319%); index entropy 15.810 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0026% (window expectation 0.0015%)
+[2026-10-08T15:03:15Z] site 14 (instr 60, src r5, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.7518% (flat expectation 0.1319%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:03:15Z] site 15 (instr 61, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3808% (flat expectation 0.1319%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:03:15Z] attribution: item 0x41839f (85 reads) read from positions p116(it7 s4)x5 p78(it4 s14)x4 p21(it1 s5)x3 p46(it2 s14)x3 p101(it6 s5)x3 p125(it7 s13)x3 p126(it7 s14)x3 p5(it0 s5)x2 p20(it1 s4)x2 p25(it1 s9)x2 p29(it1 s13)x2 p56(it3 s8)x2
+[2026-10-08T15:03:15Z] attribution: item 0x457b45 (84 reads) read from positions p20(it1 s4)x4 p126(it7 s14)x3 p14(it0 s14)x3 p30(it1 s14)x3 p31(it1 s15)x3 p53(it3 s5)x3 p68(it4 s4)x3 p71(it4 s7)x3 p116(it7 s4)x3 p117(it7 s5)x3 p4(it0 s4)x2 p36(it2 s4)x2
+[2026-10-08T15:03:15Z] attribution: item 0x570aba (83 reads) read from positions p14(it0 s14)x6 p46(it2 s14)x5 p4(it0 s4)x4 p5(it0 s5)x3 p68(it4 s4)x3 p85(it5 s5)x3 p127(it7 s15)x3 p109(it6 s13)x2 p123(it7 s11)x2 p37(it2 s5)x2 p47(it2 s15)x2 p53(it3 s5)x2
+[2026-10-08T15:03:15Z] attribution: item 0x4f2f6e (83 reads) read from positions p84(it5 s4)x7 p53(it3 s5)x4 p101(it6 s5)x4 p24(it1 s8)x3 p36(it2 s4)x3 p63(it3 s15)x3 p68(it4 s4)x3 p117(it7 s5)x3 p127(it7 s15)x2 p9(it0 s9)x2 p30(it1 s14)x2 p37(it2 s5)x2
+[2026-10-08T15:03:15Z] attribution: item 0x47da00 (83 reads) read from positions p46(it2 s14)x5 p52(it3 s4)x5 p30(it1 s14)x4 p69(it4 s5)x4 p100(it6 s4)x4 p53(it3 s5)x3 p62(it3 s14)x3 p85(it5 s5)x3 p94(it5 s14)x3 p101(it6 s5)x3 p4(it0 s4)x2 p28(it1 s12)x2
+[2026-10-08T15:03:15Z] attribution: item 0x5b630f (82 reads) read from positions p39(it2 s7)x4 p52(it3 s4)x4 p69(it4 s5)x4 p117(it7 s5)x3 p36(it2 s4)x3 p4(it0 s4)x3 p68(it4 s4)x3 p94(it5 s14)x3 p100(it6 s4)x3 p101(it6 s5)x3 p62(it3 s14)x2 p116(it7 s4)x2
+[2026-10-08T15:03:15Z] attribution: item 0x54acea (82 reads) read from positions p110(it6 s14)x6 p30(it1 s14)x4 p116(it7 s4)x3 p62(it3 s14)x3 p63(it3 s15)x3 p85(it5 s5)x3 p3(it0 s3)x2 p126(it7 s14)x2 p46(it2 s14)x2 p52(it3 s4)x2 p57(it3 s9)x2 p61(it3 s13)x2
+[2026-10-08T15:03:15Z] attribution: item 0x48d6e8 (82 reads) read from positions p14(it0 s14)x4 p68(it4 s4)x4 p101(it6 s5)x3 p13(it0 s13)x3 p53(it3 s5)x3 p62(it3 s14)x3 p69(it4 s5)x3 p72(it4 s8)x3 p93(it5 s13)x3 p3(it0 s3)x2 p29(it1 s13)x2 p36(it2 s4)x2
+[2026-10-08T15:03:15Z] hottest item p7-attack-f8 (0x41839f): 85 reads (0.0000% of all); predicted source none
+[2026-10-08T15:03:15Z] program p7-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) FLAGGED; hot-set clear; verdict FLAGGED
+[2026-10-08T15:03:19Z] program p8-attack-f8: epoch seed 3d53a453d039f63e75b785ad66bb213ad58b2791d73e617326017d7c0a113cc7 era seed 95a01b3804dcabcf9733d5486463bb492d592dd33f33d93a25a161fc88119f54 id 6208366b08849a5e attempt 2 class mx8-erae58ec3a4+sh256x27+state op mix load=16 xor=10 add=7 mul=7 rotr=7 mulhi=6 mad=5 rotl=2 sub=2 or=1 shfl=1; era stride mul 0x573e71b3 rot 22 interleave [1, 4, 7, 12] windows 1:0:0 8:1:1 11:0:0 15:2:2 23:1:1 26:0:0 33:1:1 35:1:1 36:2:1 37:2:3 39:2:2 41:1:0 48:0:0 50:2:2 51:2:2 59:2:0
+[2026-10-08T15:03:19Z] window layer: site item windows (first, items) (0x0,2^24) (0x800000,2^23) (0x0,2^24) (0x800000,2^22) (0x800000,2^23) (0x0,2^24) (0x800000,2^23) (0x800000,2^23) (0x400000,2^22) (0xc00000,2^22) (0x800000,2^22) (0x0,2^23) (0x0,2^24) (0x800000,2^22) (0x800000,2^22) (0x0,2^22); expected reads per item by quarter 20.000 20.000 56.000 32.000 (flat uniform 32.000)
+[2026-10-08T15:04:41Z] 131072 warps (4194304 nonces) interpreted in 82.3 s (5.021 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:04:41Z] p8-attack-f8 distinct lines per hash: n 4194304 min 991 p1 1015 median 1024 p99 1024 max 1024 mean 1022.8396
+[2026-10-08T15:04:41Z] p8-attack-f8 distinct items per hash: n 4194304 min 124 p1 127 median 128 p99 128 max 128 mean 127.8705
+[2026-10-08T15:04:41Z] p8-attack-f8 distinct lines per warp: n 131072 min 32498 p1 32551 median 32604 p99 32646 max 32683 mean 32602.6949
+[2026-10-08T15:04:41Z] p8-attack-f8 distinct items per warp: n 131072 min 4078 p1 4086 median 4091 p99 4095 max 4096 mean 4091.2601
+[2026-10-08T15:04:41Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:04:41Z] positions: largest hi16-bucket (256 items) share 0.0208% at p14 (iteration 0, site 14, instr 51); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 1)
+[2026-10-08T15:04:41Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p30 (site 14, instr 51); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:04:41Z] p8-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 128 (bin 8521890) z_max +16.97 min 1 z_min -5.48 chi2/dof 8.48703 chi2_z +21684.75 top0.1% 0.31957% top0.5% 1.47266% top1% 2.79988%
+[2026-10-08T15:04:42Z] p8-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.41302 largest 128 (item 0x8208a2) at +9.62 sigma smallest at -5.21; buckets64 chi2/dof 27.38798 largest 5655 (bucket 131866) at +34.59 sigma smallest at -11.02
+[2026-10-08T15:04:46Z] p8-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 101 (bin 11023589) z_max +12.20 min 2 z_min -5.30 chi2/dof 7.75058 chi2_z +19551.76 top0.1% 0.24822% top0.5% 1.17033% top1% 2.27297%
+[2026-10-08T15:04:46Z] p8-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00017 largest +6.01 sigma; buckets64 chi2/dof 1.00042 largest +4.29 smallest -4.68
+[2026-10-08T15:04:46Z] 6-sigma p8-attack-f8 items buckets64 against the window density: largest bucket +34.59 sigma, smallest -11.02 -> FLAGGED (beyond 6 sigma)
+[2026-10-08T15:04:46Z] hot-set p8-attack-f8 items (windowed control): f 0.1% S_f 0.31957% E_f(control) 0.24822% X_f +0.07135% X_f/f +0.7135 -> no hot set
+[2026-10-08T15:04:46Z] hot-set p8-attack-f8 items (windowed control): f 0.5% S_f 1.47266% E_f(control) 1.17033% X_f +0.30233% X_f/f +0.6047 -> no hot set
+[2026-10-08T15:04:46Z] hot-set p8-attack-f8 items (windowed control): f 1.0% S_f 2.79988% E_f(control) 2.27297% X_f +0.52690% X_f/f +0.5269 -> no hot set
+[2026-10-08T15:04:46Z] hot-set p8-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:04:50Z] p8-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 68 (bin 4340436) z_max +6.36 min 7 z_min -4.42 chi2/dof 1.00050 chi2_z +1.45 top0.1% 0.16450% top0.5% 0.77432% top1% 1.50131%
+[2026-10-08T15:04:50Z] hot-set p8-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.31957% E_f(control) 0.16450% X_f +0.15507% X_f/f +1.5507 -> HOT SET
+[2026-10-08T15:04:50Z] hot-set p8-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 1.47266% E_f(control) 0.77432% X_f +0.69835% X_f/f +1.3967 -> HOT SET
+[2026-10-08T15:04:50Z] hot-set p8-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 2.79988% E_f(control) 1.50131% X_f +1.29856% X_f/f +1.2986 -> HOT SET
+[2026-10-08T15:04:50Z] hot-set p8-attack-f8 items (flat control, the auditor's first view): verdict FLAGGED
+[2026-10-08T15:04:50Z] ratio p8-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.2875x / 1.2583x / 1.2318x (gate 1.2x at 0.1%: BEYOND); over the FLAT control 1.9427x / 1.9019x / 1.8650x
+[2026-10-08T15:04:52Z] attribution: hot threshold count >= 98 marks 18520 items (0.1104% of items) holding 1886510 reads (0.3514% of reads); top 8 items t=0x8208a2:128 t=0x80cb75:127 t=0x835de8:126 t=0x818807:126 t=0x827a2e:125 t=0x80c057:125 t=0x83f5de:124 t=0x8261eb:123
+[2026-10-08T15:05:47Z] attribution: reads on hot items per position (flat expectation 0.1104% of each position's 4194304 reads); the 24 largest: p94(it5 s14)=1.624% p62(it3 s14)=1.621% p46(it2 s14)=1.609% p78(it4 s14)=1.606% p14(it0 s14)=1.605% p30(it1 s14)=1.605% p110(it6 s14)=1.602% p126(it7 s14)=1.597% p118(it7 s6)=0.945% p86(it5 s6)=0.945% p6(it0 s6)=0.944% p70(it4 s6)=0.942% p54(it3 s6)=0.941% p102(it6 s6)=0.938% p38(it2 s6)=0.937% p22(it1 s6)=0.936% p61(it3 s13)=0.668% p45(it2 s13)=0.661% p93(it5 s13)=0.657% p13(it0 s13)=0.657% p109(it6 s13)=0.656% p125(it7 s13)=0.653% p77(it4 s13)=0.651% p29(it1 s13)=0.650%
+[2026-10-08T15:05:47Z] attribution: hot reads by iteration it0=0.351% it1=0.350% it2=0.352% it3=0.354% it4=0.351% it5=0.352% it6=0.351% it7=0.351% ; by site s0=0.134% s1=0.269% s2=0.134% s3=0.536% s4=0.268% s5=0.135% s6=0.941% s7=0.267% s8=0.000% s9=0.000% s10=0.537% s11=0.000% s12=0.135% s13=0.657% s14=1.609% s15=0.000%
+[2026-10-08T15:05:47Z] site 0 (instr 1, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1343% (flat expectation 0.1104%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:05:47Z] site 1 (instr 8, src r0, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2689% (flat expectation 0.1104%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:05:47Z] site 2 (instr 11, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1342% (flat expectation 0.1104%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:05:47Z] site 3 (instr 15, src r2, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.5365% (flat expectation 0.1104%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:05:47Z] site 4 (instr 23, src r4, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2680% (flat expectation 0.1104%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:05:47Z] site 5 (instr 26, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1348% (flat expectation 0.1104%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:05:47Z] site 6 (instr 33, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.9410% (flat expectation 0.1104%); index entropy 14.714 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0112% (window expectation 0.0031%)
+[2026-10-08T15:05:47Z] site 7 (instr 35, src r2, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2667% (flat expectation 0.1104%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:05:47Z] site 8 (instr 36, src r0, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1104%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:05:47Z] site 9 (instr 37, src r1, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1104%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:05:47Z] site 10 (instr 39, src r6, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.5373% (flat expectation 0.1104%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:05:47Z] site 11 (instr 41, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1104%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:05:47Z] site 12 (instr 48, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1352% (flat expectation 0.1104%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:05:47Z] site 13 (instr 50, src r3, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.6568% (flat expectation 0.1104%); index entropy 13.996 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0079% (window expectation 0.0061%)
+[2026-10-08T15:05:47Z] site 14 (instr 51, src r7, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 1.6086% (flat expectation 0.1104%); index entropy 13.718 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0191% (window expectation 0.0061%)
+[2026-10-08T15:05:47Z] site 15 (instr 59, src r5, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1104%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:05:47Z] attribution: item 0x8208a2 (128 reads) read from positions p46(it2 s14)x10 p22(it1 s6)x7 p30(it1 s14)x7 p14(it0 s14)x6 p78(it4 s14)x6 p38(it2 s6)x5 p62(it3 s14)x5 p94(it5 s14)x5 p6(it0 s6)x4 p54(it3 s6)x4 p86(it5 s6)x4 p118(it7 s6)x4
+[2026-10-08T15:05:47Z] attribution: item 0x80cb75 (127 reads) read from positions p126(it7 s14)x7 p14(it0 s14)x7 p46(it2 s14)x6 p62(it3 s14)x6 p99(it6 s3)x5 p6(it0 s6)x4 p49(it3 s1)x4 p86(it5 s6)x4 p94(it5 s14)x4 p109(it6 s13)x4 p115(it7 s3)x4 p10(it0 s10)x3
+[2026-10-08T15:05:47Z] attribution: item 0x835de8 (126 reads) read from positions p78(it4 s14)x10 p110(it6 s14)x9 p54(it3 s6)x6 p94(it5 s14)x6 p46(it2 s14)x5 p126(it7 s14)x5 p14(it0 s14)x4 p30(it1 s14)x4 p77(it4 s13)x4 p86(it5 s6)x4 p4(it0 s4)x3 p10(it0 s10)x3
+[2026-10-08T15:05:47Z] attribution: item 0x818807 (126 reads) read from positions p126(it7 s14)x7 p110(it6 s14)x6 p14(it0 s14)x5 p30(it1 s14)x5 p54(it3 s6)x5 p78(it4 s14)x5 p86(it5 s6)x5 p94(it5 s14)x5 p46(it2 s14)x4 p61(it3 s13)x4 p102(it6 s6)x4 p125(it7 s13)x4
+[2026-10-08T15:05:47Z] attribution: item 0x827a2e (125 reads) read from positions p110(it6 s14)x8 p46(it2 s14)x8 p30(it1 s14)x5 p78(it4 s14)x5 p62(it3 s14)x4 p126(it7 s14)x4 p38(it2 s6)x4 p6(it0 s6)x4 p54(it3 s6)x4 p58(it3 s10)x4 p102(it6 s6)x4 p118(it7 s6)x4
+[2026-10-08T15:05:47Z] attribution: item 0x80c057 (125 reads) read from positions p46(it2 s14)x11 p62(it3 s14)x6 p6(it0 s6)x5 p14(it0 s14)x5 p13(it0 s13)x4 p22(it1 s6)x4 p35(it2 s3)x4 p38(it2 s6)x4 p77(it4 s13)x4 p86(it5 s6)x4 p109(it6 s13)x4 p10(it0 s10)x3
+[2026-10-08T15:05:47Z] attribution: item 0x83f5de (124 reads) read from positions p62(it3 s14)x10 p30(it1 s14)x7 p118(it7 s6)x6 p14(it0 s14)x6 p110(it6 s14)x6 p51(it3 s3)x5 p35(it2 s3)x4 p78(it4 s14)x4 p86(it5 s6)x4 p94(it5 s14)x3 p125(it7 s13)x3 p45(it2 s13)x3
+[2026-10-08T15:05:47Z] attribution: item 0x8261eb (123 reads) read from positions p22(it1 s6)x6 p70(it4 s6)x6 p126(it7 s14)x5 p78(it4 s14)x5 p118(it7 s6)x5 p30(it1 s14)x4 p110(it6 s14)x4 p54(it3 s6)x3 p106(it6 s10)x3 p6(it0 s6)x3 p35(it2 s3)x3 p39(it2 s7)x3
+[2026-10-08T15:05:47Z] hottest item p8-attack-f8 (0x8208a2): 128 reads (0.0000% of all); predicted source none
+[2026-10-08T15:05:47Z] program p8-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) FLAGGED; hot-set clear; verdict FLAGGED
+[2026-10-08T15:05:51Z] program p9-attack-f8: epoch seed 97f4008b7251c21e24b1ce139b46b3ae98c2496b3392a8a8dfccd91f9e621ef9 era seed 3375d69c27f65cba9ee263e6118d374a5cb78ab06b5d16e0c5125d8bf62363cd id b2dddc4559b3138a attempt 8 class mx8-era7ba3974a+sh256x27+state op mix load=16 add=10 shfl=6 sub=6 mul=5 or=5 rotl=5 mad=3 mulhi=3 rotr=3 xor=2; era stride mul 0x07114293 rot 18 interleave [0, 3, 11, 14] windows 5:1:0 9:1:0 11:1:0 12:1:0 13:0:0 15:2:1 25:2:1 27:0:0 33:0:0 39:2:1 48:0:0 49:2:2 50:0:0 53:1:0 55:0:0 60:1:1
+[2026-10-08T15:05:51Z] window layer: site item windows (first, items) (0x0,2^23) (0x0,2^23) (0x0,2^23) (0x0,2^23) (0x0,2^24) (0x400000,2^22) (0x400000,2^22) (0x0,2^24) (0x0,2^24) (0x400000,2^22) (0x0,2^24) (0x800000,2^22) (0x0,2^24) (0x0,2^23) (0x0,2^24) (0x800000,2^23); expected reads per item by quarter 32.000 56.000 24.000 16.000 (flat uniform 32.000)
+[2026-10-08T15:07:22Z] 131072 warps (4194304 nonces) interpreted in 91.5 s (5.583 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:07:22Z] p9-attack-f8 distinct lines per hash: n 4194304 min 984 p1 1008 median 1024 p99 1024 max 1024 mean 1021.8703
+[2026-10-08T15:07:22Z] p9-attack-f8 distinct items per hash: n 4194304 min 123 p1 126 median 128 p99 128 max 128 mean 127.7494
+[2026-10-08T15:07:22Z] p9-attack-f8 distinct lines per warp: n 131072 min 32444 p1 32508 median 32573 p99 32627 max 32672 mean 32572.0327
+[2026-10-08T15:07:22Z] p9-attack-f8 distinct items per warp: n 131072 min 4073 p1 4080 median 4088 p99 4093 max 4096 mean 4087.3906
+[2026-10-08T15:07:22Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:07:22Z] positions: largest hi16-bucket (256 items) share 0.0079% at p91 (iteration 5, site 11, instr 49); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 5)
+[2026-10-08T15:07:22Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p98 (site 2, instr 11); saturated sources at one position 0 of 2048 at p0 (site 0, instr 5); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:07:23Z] p9-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 99 (bin 7514972) z_max +11.84 min 0 z_min -5.66 chi2/dof 8.00786 chi2_z +20296.93 top0.1% 0.24838% top0.5% 1.17134% top1% 2.27483%
+[2026-10-08T15:07:23Z] p9-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00980 largest 58 (item 0x9573da) at +6.94 sigma smallest at -4.54; buckets64 chi2/dof 1.30250 largest 1199 (bucket 248597) at +5.47 sigma smallest at -4.75
+[2026-10-08T15:07:27Z] p9-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 104 (bin 4623766) z_max +12.73 min 1 z_min -5.48 chi2/dof 7.99824 chi2_z +20269.06 top0.1% 0.24815% top0.5% 1.17032% top1% 2.27323%
+[2026-10-08T15:07:27Z] p9-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00019 largest +6.50 sigma; buckets64 chi2/dof 0.99612 largest +4.66 smallest -4.44
+[2026-10-08T15:07:27Z] 6-sigma p9-attack-f8 items buckets64 against the window density: largest bucket +5.47 sigma, smallest -4.75 -> within 6 sigma
+[2026-10-08T15:07:27Z] hot-set p9-attack-f8 items (windowed control): f 0.1% S_f 0.24838% E_f(control) 0.24815% X_f +0.00023% X_f/f +0.0023 -> no hot set
+[2026-10-08T15:07:27Z] hot-set p9-attack-f8 items (windowed control): f 0.5% S_f 1.17134% E_f(control) 1.17032% X_f +0.00102% X_f/f +0.0020 -> no hot set
+[2026-10-08T15:07:27Z] hot-set p9-attack-f8 items (windowed control): f 1.0% S_f 2.27483% E_f(control) 2.27323% X_f +0.00160% X_f/f +0.0016 -> no hot set
+[2026-10-08T15:07:27Z] hot-set p9-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:07:30Z] p9-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 67 (bin 9831354) z_max +6.19 min 7 z_min -4.42 chi2/dof 1.00015 chi2_z +0.43 top0.1% 0.16473% top0.5% 0.77458% top1% 1.50144%
+[2026-10-08T15:07:30Z] hot-set p9-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.24838% E_f(control) 0.16473% X_f +0.08364% X_f/f +0.8364 -> no hot set
+[2026-10-08T15:07:30Z] hot-set p9-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 1.17134% E_f(control) 0.77458% X_f +0.39676% X_f/f +0.7935 -> no hot set
+[2026-10-08T15:07:30Z] hot-set p9-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 2.27483% E_f(control) 1.50144% X_f +0.77339% X_f/f +0.7734 -> no hot set
+[2026-10-08T15:07:30Z] hot-set p9-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:07:30Z] ratio p9-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0009x / 1.0009x / 1.0007x (gate 1.2x at 0.1%: within); over the FLAT control 1.5078x / 1.5122x / 1.5151x
+[2026-10-08T15:07:31Z] attribution: hot threshold count >= 77 marks 19352 items (0.1153% of items) holding 1531738 reads (0.2853% of reads); top 8 items t=0x72ab5c:99 t=0x5fc4c6:98 t=0x69fc3f:97 t=0x69ad36:97 t=0x6caa4c:96 t=0x6bb5bd:96 t=0x5de677:96 t=0x714f75:95
+[2026-10-08T15:07:53Z] attribution: reads on hot items per position (flat expectation 0.1153% of each position's 4194304 reads); the 24 largest: p53(it3 s5)=0.659% p101(it6 s5)=0.657% p102(it6 s6)=0.655% p54(it3 s6)=0.655% p105(it6 s9)=0.654% p117(it7 s5)=0.654% p21(it1 s5)=0.654% p85(it5 s5)=0.653% p69(it4 s5)=0.653% p70(it4 s6)=0.652% p121(it7 s9)=0.651% p73(it4 s9)=0.650% p86(it5 s6)=0.650% p22(it1 s6)=0.650% p25(it1 s9)=0.649% p41(it2 s9)=0.649% p37(it2 s5)=0.648% p118(it7 s6)=0.648% p6(it0 s6)=0.646% p57(it3 s9)=0.646% p9(it0 s9)=0.646% p89(it5 s9)=0.645% p38(it2 s6)=0.645% p5(it0 s5)=0.645%
+[2026-10-08T15:07:53Z] attribution: hot reads by iteration it0=0.285% it1=0.285% it2=0.285% it3=0.285% it4=0.285% it5=0.285% it6=0.287% it7=0.285% ; by site s0=0.326% s1=0.326% s2=0.326% s3=0.326% s4=0.162% s5=0.653% s6=0.650% s7=0.163% s8=0.163% s9=0.649% s10=0.165% s11=0.000% s12=0.166% s13=0.326% s14=0.165% s15=0.000%
+[2026-10-08T15:07:53Z] site 0 (instr 5, src r2, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3259% (flat expectation 0.1153%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:07:53Z] site 1 (instr 9, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3259% (flat expectation 0.1153%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:07:53Z] site 2 (instr 11, src r6, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3261% (flat expectation 0.1153%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:07:53Z] site 3 (instr 12, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3262% (flat expectation 0.1153%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:07:53Z] site 4 (instr 13, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1618% (flat expectation 0.1153%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:07:53Z] site 5 (instr 15, src r3, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.6527% (flat expectation 0.1153%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:07:53Z] site 6 (instr 25, src r4, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.6499% (flat expectation 0.1153%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:07:53Z] site 7 (instr 27, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1632% (flat expectation 0.1153%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:07:53Z] site 8 (instr 33, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1626% (flat expectation 0.1153%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:07:53Z] site 9 (instr 39, src r1, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.6488% (flat expectation 0.1153%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:07:53Z] site 10 (instr 48, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1647% (flat expectation 0.1153%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:07:53Z] site 11 (instr 49, src r2, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1153%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:07:53Z] site 12 (instr 50, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1662% (flat expectation 0.1153%); index entropy 15.976 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0021% (window expectation 0.0015%)
+[2026-10-08T15:07:53Z] site 13 (instr 53, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3259% (flat expectation 0.1153%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:07:53Z] site 14 (instr 55, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1650% (flat expectation 0.1153%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:07:53Z] site 15 (instr 60, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1153%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:07:53Z] attribution: item 0x72ab5c (99 reads) read from positions p54(it3 s6)x4 p86(it5 s6)x4 p102(it6 s6)x4 p121(it7 s9)x3 p3(it0 s3)x3 p35(it2 s3)x3 p53(it3 s5)x3 p57(it3 s9)x3 p61(it3 s13)x3 p100(it6 s4)x3 p5(it0 s5)x2 p7(it0 s7)x2
+[2026-10-08T15:07:53Z] attribution: item 0x5fc4c6 (98 reads) read from positions p85(it5 s5)x5 p93(it5 s13)x4 p102(it6 s6)x4 p121(it7 s9)x3 p16(it1 s0)x3 p34(it2 s2)x3 p40(it2 s8)x3 p57(it3 s9)x3 p80(it5 s0)x3 p105(it6 s9)x3 p5(it0 s5)x2 p33(it2 s1)x2
+[2026-10-08T15:07:53Z] attribution: item 0x69fc3f (97 reads) read from positions p69(it4 s5)x4 p53(it3 s5)x4 p101(it6 s5)x3 p125(it7 s13)x3 p25(it1 s9)x3 p57(it3 s9)x3 p114(it7 s2)x3 p121(it7 s9)x3 p9(it0 s9)x2 p10(it0 s10)x2 p16(it1 s0)x2 p22(it1 s6)x2
+[2026-10-08T15:07:53Z] attribution: item 0x69ad36 (97 reads) read from positions p121(it7 s9)x6 p1(it0 s1)x4 p5(it0 s5)x3 p13(it0 s13)x3 p37(it2 s5)x3 p41(it2 s9)x3 p84(it5 s4)x3 p102(it6 s6)x3 p2(it0 s2)x2 p22(it1 s6)x2 p33(it2 s1)x2 p35(it2 s3)x2
+[2026-10-08T15:07:53Z] attribution: item 0x6caa4c (96 reads) read from positions p101(it6 s5)x4 p5(it0 s5)x3 p25(it1 s9)x3 p37(it2 s5)x3 p41(it2 s9)x3 p54(it3 s6)x3 p69(it4 s5)x3 p73(it4 s9)x3 p105(it6 s9)x3 p118(it7 s6)x3 p1(it0 s1)x2 p2(it0 s2)x2
+[2026-10-08T15:07:53Z] attribution: item 0x6bb5bd (96 reads) read from positions p37(it2 s5)x4 p61(it3 s13)x4 p121(it7 s9)x3 p73(it4 s9)x3 p5(it0 s5)x2 p9(it0 s9)x2 p10(it0 s10)x2 p16(it1 s0)x2 p18(it1 s2)x2 p21(it1 s5)x2 p25(it1 s9)x2 p29(it1 s13)x2
+[2026-10-08T15:07:53Z] attribution: item 0x5de677 (96 reads) read from positions p121(it7 s9)x4 p9(it0 s9)x4 p13(it0 s13)x4 p38(it2 s6)x4 p77(it4 s13)x4 p96(it6 s0)x4 p22(it1 s6)x3 p41(it2 s9)x3 p69(it4 s5)x3 p112(it7 s0)x3 p5(it0 s5)x2 p14(it0 s14)x2
+[2026-10-08T15:07:53Z] attribution: item 0x714f75 (95 reads) read from positions p32(it2 s0)x3 p41(it2 s9)x3 p69(it4 s5)x3 p83(it5 s3)x3 p115(it7 s3)x2 p6(it0 s6)x2 p9(it0 s9)x2 p10(it0 s10)x2 p16(it1 s0)x2 p21(it1 s5)x2 p22(it1 s6)x2 p23(it1 s7)x2
+[2026-10-08T15:07:53Z] hottest item p9-attack-f8 (0x72ab5c): 99 reads (0.0000% of all); predicted source none
+[2026-10-08T15:07:53Z] program p9-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:07:57Z] program p10-attack-f8: epoch seed 09368273d8db2033d44dd7ded3ddc0b77f0534c0eda2df0738322f27703dbf14 era seed 765f89f9870a30625296d2e6a5c5c5e669f5c92126edf631cc3dc00cffdfadf4 id 58c71101a7b7d5ad attempt 0 class mx8-era8e8bdbb5+sh256x27+state op mix load=16 shfl=8 xor=7 mad=6 rotl=6 add=4 mul=4 rotr=4 sub=4 mulhi=3 or=2; era stride mul 0x5732bb5d rot 17 interleave [3, 5, 8, 13] windows 1:1:1 2:1:1 4:0:0 5:2:2 8:0:0 18:2:3 24:0:0 25:2:1 28:2:1 37:2:0 39:2:3 41:1:0 45:1:0 52:0:0 53:1:0 57:1:1
+[2026-10-08T15:07:57Z] window layer: site item windows (first, items) (0x800000,2^23) (0x800000,2^23) (0x0,2^24) (0x800000,2^22) (0x0,2^24) (0xc00000,2^22) (0x0,2^24) (0x400000,2^22) (0x400000,2^22) (0x0,2^22) (0xc00000,2^22) (0x0,2^23) (0x0,2^23) (0x0,2^24) (0x0,2^23) (0x800000,2^23); expected reads per item by quarter 28.000 36.000 28.000 36.000 (flat uniform 32.000)
+[2026-10-08T15:09:34Z] 131072 warps (4194304 nonces) interpreted in 97.4 s (5.946 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:09:34Z] p10-attack-f8 distinct lines per hash: n 4194304 min 1007 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8710
+[2026-10-08T15:09:34Z] p10-attack-f8 distinct items per hash: n 4194304 min 126 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:09:34Z] p10-attack-f8 distinct lines per warp: n 131072 min 32571 p1 32605 median 32637 p99 32664 max 32684 mean 32636.3371
+[2026-10-08T15:09:34Z] p10-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4900
+[2026-10-08T15:09:34Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:09:35Z] positions: largest hi16-bucket (256 items) share 0.0365% at p72 (iteration 4, site 8, instr 28); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 1)
+[2026-10-08T15:09:35Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p12 (site 12, instr 45); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:09:35Z] p10-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 103 (bin 4194717) z_max +12.55 min 6 z_min -4.60 chi2/dof 1.74980 chi2_z +2171.66 top0.1% 0.22744% top0.5% 0.98419% top1% 1.83788%
+[2026-10-08T15:09:35Z] p10-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.22209 largest 103 (item 0x40019d) at +11.17 sigma smallest at -4.50; buckets64 chi2/dof 15.22093 largest 4773 (bucket 65645) at +51.44 sigma smallest at -8.88
+[2026-10-08T15:09:49Z] p10-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 72 (bin 15702943) z_max +7.07 min 5 z_min -4.77 chi2/dof 1.50019 chi2_z +1448.70 top0.1% 0.17651% top0.5% 0.82789% top1% 1.60367%
+[2026-10-08T15:09:49Z] p10-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00002 largest +6.05 sigma; buckets64 chi2/dof 0.99929 largest +4.49 smallest -4.32
+[2026-10-08T15:09:49Z] 6-sigma p10-attack-f8 items buckets64 against the window density: largest bucket +51.44 sigma, smallest -8.88 -> FLAGGED (beyond 6 sigma)
+[2026-10-08T15:09:49Z] hot-set p10-attack-f8 items (windowed control): f 0.1% S_f 0.22744% E_f(control) 0.17651% X_f +0.05093% X_f/f +0.5093 -> no hot set
+[2026-10-08T15:09:49Z] hot-set p10-attack-f8 items (windowed control): f 0.5% S_f 0.98419% E_f(control) 0.82789% X_f +0.15630% X_f/f +0.3126 -> no hot set
+[2026-10-08T15:09:49Z] hot-set p10-attack-f8 items (windowed control): f 1.0% S_f 1.83788% E_f(control) 1.60367% X_f +0.23421% X_f/f +0.2342 -> no hot set
+[2026-10-08T15:09:49Z] hot-set p10-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:09:59Z] p10-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 69 (bin 16655806) z_max +6.54 min 8 z_min -4.24 chi2/dof 1.00013 chi2_z +0.38 top0.1% 0.16447% top0.5% 0.77425% top1% 1.50115%
+[2026-10-08T15:09:59Z] hot-set p10-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.22744% E_f(control) 0.16447% X_f +0.06297% X_f/f +0.6297 -> no hot set
+[2026-10-08T15:09:59Z] hot-set p10-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.98419% E_f(control) 0.77425% X_f +0.20994% X_f/f +0.4199 -> no hot set
+[2026-10-08T15:09:59Z] hot-set p10-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.83788% E_f(control) 1.50115% X_f +0.33673% X_f/f +0.3367 -> no hot set
+[2026-10-08T15:09:59Z] hot-set p10-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:09:59Z] ratio p10-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.2885x / 1.1888x / 1.1460x (gate 1.2x at 0.1%: BEYOND); over the FLAT control 1.3829x / 1.2711x / 1.2243x
+[2026-10-08T15:10:01Z] attribution: hot threshold count >= 67 marks 17828 items (0.1063% of items) holding 1291478 reads (0.2406% of reads); top 8 items t=0x40019d:103 t=0x40088e:101 t=0x4005d2:101 t=0x401f30:100 t=0x40174b:100 t=0x4012e6:100 t=0x40045d:100 t=0x401f3c:99
+[2026-10-08T15:11:12Z] attribution: reads on hot items per position (flat expectation 0.1063% of each position's 4194304 reads); the 24 largest: p56(it3 s8)=2.112% p24(it1 s8)=2.110% p120(it7 s8)=2.109% p40(it2 s8)=2.107% p8(it0 s8)=2.106% p88(it5 s8)=2.102% p104(it6 s8)=2.100% p72(it4 s8)=2.099% p71(it4 s7)=0.505% p87(it5 s7)=0.502% p23(it1 s7)=0.501% p39(it2 s7)=0.498% p103(it6 s7)=0.497% p55(it3 s7)=0.494% p119(it7 s7)=0.494% p7(it0 s7)=0.494% p94(it5 s14)=0.253% p14(it0 s14)=0.252% p30(it1 s14)=0.252% p78(it4 s14)=0.252% p44(it2 s12)=0.251% p91(it5 s11)=0.250% p108(it6 s12)=0.250% p124(it7 s12)=0.249%
+[2026-10-08T15:11:12Z] attribution: hot reads by iteration it0=0.240% it1=0.241% it2=0.240% it3=0.240% it4=0.240% it5=0.241% it6=0.241% it7=0.241% ; by site s0=0.000% s1=0.000% s2=0.125% s3=0.000% s4=0.124% s5=0.001% s6=0.124% s7=0.498% s8=2.106% s9=0.000% s10=0.001% s11=0.248% s12=0.248% s13=0.124% s14=0.250% s15=0.000%
+[2026-10-08T15:11:12Z] site 0 (instr 1, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0003% (flat expectation 0.1063%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:11:12Z] site 1 (instr 2, src r1, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0003% (flat expectation 0.1063%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:11:12Z] site 2 (instr 4, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1253% (flat expectation 0.1063%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:11:12Z] site 3 (instr 5, src r1, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1063%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:11:12Z] site 4 (instr 8, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1243% (flat expectation 0.1063%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:11:12Z] site 5 (instr 18, src r5, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0005% (flat expectation 0.1063%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:11:12Z] site 6 (instr 24, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1236% (flat expectation 0.1063%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:11:12Z] site 7 (instr 25, src r6, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.4982% (flat expectation 0.1063%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:11:12Z] site 8 (instr 28, src r0, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 2.1055% (flat expectation 0.1063%); index entropy 13.711 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0343% (window expectation 0.0061%)
+[2026-10-08T15:11:12Z] site 9 (instr 37, src r7, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1063%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:11:12Z] site 10 (instr 39, src r2, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0006% (flat expectation 0.1063%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:11:12Z] site 11 (instr 41, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2480% (flat expectation 0.1063%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:11:12Z] site 12 (instr 45, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2479% (flat expectation 0.1063%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:11:12Z] site 13 (instr 52, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1239% (flat expectation 0.1063%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:11:12Z] site 14 (instr 53, src r4, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2501% (flat expectation 0.1063%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:11:12Z] site 15 (instr 57, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0002% (flat expectation 0.1063%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:11:12Z] attribution: item 0x40019d (103 reads) read from positions p40(it2 s8)x10 p56(it3 s8)x10 p24(it1 s8)x9 p104(it6 s8)x9 p120(it7 s8)x6 p88(it5 s8)x6 p8(it0 s8)x4 p72(it4 s8)x4 p60(it3 s12)x3 p75(it4 s11)x3 p87(it5 s7)x3 p110(it6 s14)x3
+[2026-10-08T15:11:12Z] attribution: item 0x40088e (101 reads) read from positions p88(it5 s8)x13 p104(it6 s8)x11 p24(it1 s8)x11 p72(it4 s8)x11 p40(it2 s8)x6 p56(it3 s8)x6 p8(it0 s8)x5 p120(it7 s8)x4 p39(it2 s7)x3 p14(it0 s14)x2 p71(it4 s7)x2 p38(it2 s6)x2
+[2026-10-08T15:11:12Z] attribution: item 0x4005d2 (101 reads) read from positions p24(it1 s8)x13 p56(it3 s8)x12 p72(it4 s8)x9 p88(it5 s8)x9 p120(it7 s8)x9 p104(it6 s8)x7 p40(it2 s8)x6 p8(it0 s8)x4 p7(it0 s7)x2 p11(it0 s11)x2 p61(it3 s13)x2 p124(it7 s12)x2
+[2026-10-08T15:11:12Z] attribution: item 0x401f30 (100 reads) read from positions p120(it7 s8)x9 p8(it0 s8)x8 p56(it3 s8)x8 p24(it1 s8)x7 p40(it2 s8)x7 p88(it5 s8)x6 p39(it2 s7)x5 p104(it6 s8)x5 p72(it4 s8)x4 p14(it0 s14)x3 p110(it6 s14)x3 p124(it7 s12)x2
+[2026-10-08T15:11:12Z] attribution: item 0x40174b (100 reads) read from positions p56(it3 s8)x11 p104(it6 s8)x10 p88(it5 s8)x8 p8(it0 s8)x7 p72(it4 s8)x7 p24(it1 s8)x6 p40(it2 s8)x6 p123(it7 s11)x3 p12(it0 s12)x3 p55(it3 s7)x3 p108(it6 s12)x3 p119(it7 s7)x3
+[2026-10-08T15:11:12Z] attribution: item 0x4012e6 (100 reads) read from positions p72(it4 s8)x10 p24(it1 s8)x8 p104(it6 s8)x8 p40(it2 s8)x7 p8(it0 s8)x6 p56(it3 s8)x6 p55(it3 s7)x5 p120(it7 s8)x4 p103(it6 s7)x3 p110(it6 s14)x3 p39(it2 s7)x2 p43(it2 s11)x2
+[2026-10-08T15:11:12Z] attribution: item 0x40045d (100 reads) read from positions p56(it3 s8)x14 p88(it5 s8)x10 p120(it7 s8)x9 p8(it0 s8)x8 p40(it2 s8)x7 p72(it4 s8)x7 p104(it6 s8)x7 p24(it1 s8)x6 p87(it5 s7)x4 p23(it1 s7)x2 p39(it2 s7)x2 p43(it2 s11)x2
+[2026-10-08T15:11:12Z] attribution: item 0x401f3c (99 reads) read from positions p24(it1 s8)x11 p72(it4 s8)x11 p40(it2 s8)x9 p120(it7 s8)x7 p88(it5 s8)x7 p8(it0 s8)x6 p104(it6 s8)x6 p56(it3 s8)x4 p7(it0 s7)x2 p46(it2 s14)x2 p55(it3 s7)x2 p62(it3 s14)x2
+[2026-10-08T15:11:12Z] hottest item p10-attack-f8 (0x40019d): 103 reads (0.0000% of all); predicted source none
+[2026-10-08T15:11:12Z] program p10-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) FLAGGED; hot-set clear; verdict FLAGGED
+[2026-10-08T15:11:15Z] program p11-attack-f8: epoch seed 61c222d446eee4ab7f42d6810b1778e63dfc01b55fa67dcf6184bd08d4d1d844 era seed 17ce4822339c0aee4f51a9011972bf5221030c2b385480bccd9702a1a33494ea id cd1058004d0c9b1d attempt 3 class mx8-erada46b6fd+sh256x27+state op mix load=16 mad=9 add=8 shfl=7 sub=6 rotr=5 mul=3 or=3 xor=3 mulhi=2 rotl=2; era stride mul 0xb889f389 rot 29 interleave [3, 5, 9, 12] windows 4:2:1 17:1:0 22:1:1 23:0:0 25:0:0 30:2:2 31:0:0 35:0:0 40:1:0 43:2:3 47:2:1 48:1:1 49:0:0 50:2:3 53:0:0 56:0:0
+[2026-10-08T15:11:16Z] window layer: site item windows (first, items) (0x400000,2^22) (0x0,2^23) (0x800000,2^23) (0x0,2^24) (0x0,2^24) (0x800000,2^22) (0x0,2^24) (0x0,2^24) (0x0,2^23) (0xc00000,2^22) (0x400000,2^22) (0x800000,2^23) (0x0,2^24) (0xc00000,2^22) (0x0,2^24) (0x0,2^24); expected reads per item by quarter 22.000 38.000 30.000 38.000 (flat uniform 32.000)
+[2026-10-08T15:13:12Z] 131072 warps (4194304 nonces) interpreted in 116.7 s (7.124 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:13:12Z] p11-attack-f8 distinct lines per hash: n 4194304 min 1013 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8709
+[2026-10-08T15:13:12Z] p11-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:13:12Z] p11-attack-f8 distinct lines per warp: n 131072 min 32569 p1 32605 median 32637 p99 32664 max 32688 mean 32636.1958
+[2026-10-08T15:13:12Z] p11-attack-f8 distinct items per warp: n 131072 min 4089 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4804
+[2026-10-08T15:13:12Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:13:12Z] positions: largest hi16-bucket (256 items) share 0.0081% at p85 (iteration 5, site 5, instr 30); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 4)
+[2026-10-08T15:13:12Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p11 (site 11, instr 48); saturated sources at one position 0 of 2048 at p0 (site 0, instr 4); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:13:12Z] p11-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 76 (bin 14852352) z_max +7.78 min 2 z_min -5.30 chi2/dof 2.37486 chi2_z +3982.02 top0.1% 0.18425% top0.5% 0.86556% top1% 1.67821%
+[2026-10-08T15:13:12Z] p11-attack-f8 item histogram against the window density: full 2^24 chi2/dof 0.99958 largest 52 (item 0x7a9d3) at +6.40 sigma smallest at -4.38; buckets64 chi2/dof 1.00008 largest 2652 (bucket 97354) at +4.46 sigma smallest at -4.56
+[2026-10-08T15:13:16Z] p11-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 78 (bin 14133863) z_max +8.13 min 3 z_min -5.13 chi2/dof 2.37523 chi2_z +3983.08 top0.1% 0.18430% top0.5% 0.86567% top1% 1.67843%
+[2026-10-08T15:13:16Z] p11-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99974 largest +6.49 sigma; buckets64 chi2/dof 1.00474 largest +4.77 smallest -4.58
+[2026-10-08T15:13:16Z] 6-sigma p11-attack-f8 items buckets64 against the window density: largest bucket +4.46 sigma, smallest -4.56 -> within 6 sigma
+[2026-10-08T15:13:16Z] hot-set p11-attack-f8 items (windowed control): f 0.1% S_f 0.18425% E_f(control) 0.18430% X_f -0.00006% X_f/f -0.0006 -> no hot set
+[2026-10-08T15:13:16Z] hot-set p11-attack-f8 items (windowed control): f 0.5% S_f 0.86556% E_f(control) 0.86567% X_f -0.00011% X_f/f -0.0002 -> no hot set
+[2026-10-08T15:13:16Z] hot-set p11-attack-f8 items (windowed control): f 1.0% S_f 1.67821% E_f(control) 1.67843% X_f -0.00022% X_f/f -0.0002 -> no hot set
+[2026-10-08T15:13:16Z] hot-set p11-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:13:19Z] p11-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 65 (bin 138459) z_max +5.83 min 7 z_min -4.42 chi2/dof 0.99989 chi2_z -0.33 top0.1% 0.16456% top0.5% 0.77432% top1% 1.50122%
+[2026-10-08T15:13:19Z] hot-set p11-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.18425% E_f(control) 0.16456% X_f +0.01968% X_f/f +0.1968 -> no hot set
+[2026-10-08T15:13:19Z] hot-set p11-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.86556% E_f(control) 0.77432% X_f +0.09124% X_f/f +0.1825 -> no hot set
+[2026-10-08T15:13:19Z] hot-set p11-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.67821% E_f(control) 1.50122% X_f +0.17699% X_f/f +0.1770 -> no hot set
+[2026-10-08T15:13:19Z] hot-set p11-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:13:19Z] ratio p11-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 0.9997x / 0.9999x / 0.9999x (gate 1.2x at 0.1%: within); over the FLAT control 1.1196x / 1.1178x / 1.1179x
+[2026-10-08T15:13:21Z] attribution: hot threshold count >= 57 marks 20081 items (0.1197% of items) holding 1177490 reads (0.2193% of reads); top 8 items t=0xe2a100:76 t=0xf263f8:73 t=0xc9b997:73 t=0x54fadd:73 t=0xfdbac9:72 t=0xdd495e:71 t=0xda7d6f:71 t=0x6c7708:71
+[2026-10-08T15:13:51Z] attribution: reads on hot items per position (flat expectation 0.1197% of each position's 4194304 reads); the 24 largest: p45(it2 s13)=0.379% p121(it7 s9)=0.377% p25(it1 s9)=0.376% p9(it0 s9)=0.375% p109(it6 s13)=0.374% p89(it5 s9)=0.374% p61(it3 s13)=0.373% p13(it0 s13)=0.372% p77(it4 s13)=0.372% p93(it5 s13)=0.372% p106(it6 s10)=0.371% p73(it4 s9)=0.371% p58(it3 s10)=0.371% p105(it6 s9)=0.370% p57(it3 s9)=0.369% p0(it0 s0)=0.369% p41(it2 s9)=0.367% p29(it1 s13)=0.367% p80(it5 s0)=0.367% p74(it4 s10)=0.367% p48(it3 s0)=0.366% p42(it2 s10)=0.366% p26(it1 s10)=0.366% p125(it7 s13)=0.365%
+[2026-10-08T15:13:51Z] attribution: hot reads by iteration it0=0.220% it1=0.220% it2=0.219% it3=0.220% it4=0.219% it5=0.219% it6=0.219% it7=0.219% ; by site s0=0.365% s1=0.184% s2=0.186% s3=0.185% s4=0.184% s5=0.001% s6=0.186% s7=0.184% s8=0.182% s9=0.372% s10=0.366% s11=0.186% s12=0.185% s13=0.372% s14=0.185% s15=0.184%
+[2026-10-08T15:13:51Z] site 0 (instr 4, src r2, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.3651% (flat expectation 0.1197%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:13:51Z] site 1 (instr 17, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.1843% (flat expectation 0.1197%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:13:51Z] site 2 (instr 22, src r4, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.1862% (flat expectation 0.1197%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:13:51Z] site 3 (instr 23, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1852% (flat expectation 0.1197%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:13:51Z] site 4 (instr 25, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1845% (flat expectation 0.1197%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:13:51Z] site 5 (instr 30, src r6, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0014% (flat expectation 0.1197%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0068% (window expectation 0.0061%)
+[2026-10-08T15:13:51Z] site 6 (instr 31, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1860% (flat expectation 0.1197%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:13:51Z] site 7 (instr 35, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1843% (flat expectation 0.1197%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:13:51Z] site 8 (instr 40, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.1824% (flat expectation 0.1197%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:13:51Z] site 9 (instr 43, src r2, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.3723% (flat expectation 0.1197%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:13:51Z] site 10 (instr 47, src r7, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.3658% (flat expectation 0.1197%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:13:51Z] site 11 (instr 48, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.1862% (flat expectation 0.1197%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:13:51Z] site 12 (instr 49, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1849% (flat expectation 0.1197%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:13:51Z] site 13 (instr 50, src r4, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.3718% (flat expectation 0.1197%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:13:51Z] site 14 (instr 53, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1846% (flat expectation 0.1197%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:13:51Z] site 15 (instr 56, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1844% (flat expectation 0.1197%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:13:51Z] attribution: item 0xe2a100 (76 reads) read from positions p41(it2 s9)x5 p89(it5 s9)x5 p25(it1 s9)x4 p109(it6 s13)x4 p45(it2 s13)x3 p4(it0 s4)x2 p9(it0 s9)x2 p11(it0 s11)x2 p13(it0 s13)x2 p18(it1 s2)x2 p29(it1 s13)x2 p39(it2 s7)x2
+[2026-10-08T15:13:51Z] attribution: item 0xf263f8 (73 reads) read from positions p121(it7 s9)x5 p73(it4 s9)x5 p25(it1 s9)x3 p41(it2 s9)x3 p107(it6 s11)x3 p9(it0 s9)x2 p27(it1 s11)x2 p50(it3 s2)x2 p54(it3 s6)x2 p61(it3 s13)x2 p75(it4 s11)x2 p84(it5 s4)x2
+[2026-10-08T15:13:51Z] attribution: item 0xc9b997 (73 reads) read from positions p61(it3 s13)x4 p125(it7 s13)x3 p13(it0 s13)x3 p41(it2 s9)x3 p89(it5 s9)x3 p93(it5 s13)x3 p107(it6 s11)x3 p109(it6 s13)x3 p123(it7 s11)x3 p12(it0 s12)x2 p15(it0 s15)x2 p59(it3 s11)x2
+[2026-10-08T15:13:51Z] attribution: item 0x54fadd (73 reads) read from positions p106(it6 s10)x4 p64(it4 s0)x3 p94(it5 s14)x3 p120(it7 s8)x3 p122(it7 s10)x3 p1(it0 s1)x2 p6(it0 s6)x2 p14(it0 s14)x2 p19(it1 s3)x2 p26(it1 s10)x2 p32(it2 s0)x2 p39(it2 s7)x2
+[2026-10-08T15:13:51Z] attribution: item 0xfdbac9 (72 reads) read from positions p25(it1 s9)x4 p45(it2 s13)x4 p105(it6 s9)x4 p77(it4 s13)x3 p89(it5 s9)x3 p121(it7 s9)x2 p9(it0 s9)x2 p11(it0 s11)x2 p29(it1 s13)x2 p34(it2 s2)x2 p61(it3 s13)x2 p73(it4 s9)x2
+[2026-10-08T15:13:51Z] attribution: item 0xdd495e (71 reads) read from positions p77(it4 s13)x6 p57(it3 s9)x6 p25(it1 s9)x4 p2(it0 s2)x3 p125(it7 s13)x3 p43(it2 s11)x3 p73(it4 s9)x3 p98(it6 s2)x3 p13(it0 s13)x2 p15(it0 s15)x2 p41(it2 s9)x2 p4(it0 s4)x2
+[2026-10-08T15:13:51Z] attribution: item 0xda7d6f (71 reads) read from positions p93(it5 s13)x3 p41(it2 s9)x3 p57(it3 s9)x3 p2(it0 s2)x2 p121(it7 s9)x2 p29(it1 s13)x2 p34(it2 s2)x2 p6(it0 s6)x2 p44(it2 s12)x2 p46(it2 s14)x2 p60(it3 s12)x2 p66(it4 s2)x2
+[2026-10-08T15:13:51Z] attribution: item 0x6c7708 (71 reads) read from positions p0(it0 s0)x5 p104(it6 s8)x4 p30(it1 s14)x4 p64(it4 s0)x4 p16(it1 s0)x3 p7(it0 s7)x2 p8(it0 s8)x2 p26(it1 s10)x2 p42(it2 s10)x2 p48(it3 s0)x2 p72(it4 s8)x2 p78(it4 s14)x2
+[2026-10-08T15:13:51Z] hottest item p11-attack-f8 (0xe2a100): 76 reads (0.0000% of all); predicted source none
+[2026-10-08T15:13:51Z] program p11-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:13:53Z] program p12-attack-f8: epoch seed 4369abf508cd1c8b4760bc40596f3559157341a31c4a5c50879dcf78a3180c09 era seed 9fec0431105f274327494a0213ca54fb808db2df7012335682e329ff1ff11911 id ad795ba21d6ff0bc attempt 1 class mx8-eraf227c850+sh256x27+state op mix load=16 add=11 xor=8 mad=5 or=5 mul=4 rotl=4 sub=4 rotr=3 shfl=3 mulhi=1; era stride mul 0x2fda8d19 rot 16 interleave [0, 4, 6, 10] windows 4:0:0 9:1:0 11:2:2 14:0:0 15:0:0 28:1:0 33:1:0 34:2:2 41:2:2 44:1:0 45:2:2 46:1:1 50:2:3 54:1:1 60:1:0 62:2:0
+[2026-10-08T15:13:53Z] window layer: site item windows (first, items) (0x0,2^24) (0x0,2^23) (0x800000,2^22) (0x0,2^24) (0x0,2^24) (0x0,2^23) (0x0,2^23) (0x800000,2^22) (0x800000,2^22) (0x0,2^23) (0x800000,2^22) (0x800000,2^23) (0xc00000,2^22) (0x800000,2^23) (0x0,2^23) (0x0,2^22); expected reads per item by quarter 34.000 26.000 46.000 22.000 (flat uniform 32.000)
+[2026-10-08T15:16:05Z] 131072 warps (4194304 nonces) interpreted in 131.8 s (8.046 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:16:05Z] p12-attack-f8 distinct lines per hash: n 4194304 min 1014 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8707
+[2026-10-08T15:16:05Z] p12-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:16:05Z] p12-attack-f8 distinct lines per warp: n 131072 min 32576 p1 32604 median 32636 p99 32664 max 32682 mean 32635.9962
+[2026-10-08T15:16:05Z] p12-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4604
+[2026-10-08T15:16:05Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:16:05Z] positions: largest hi16-bucket (256 items) share 0.0080% at p111 (iteration 6, site 15, instr 62); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 4)
+[2026-10-08T15:16:05Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p113 (site 1, instr 9); saturated sources at one position 0 of 2048 at p0 (site 0, instr 4); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:16:05Z] p12-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 82 (bin 8988713) z_max +8.84 min 2 z_min -5.30 chi2/dof 3.62612 chi2_z +7606.05 top0.1% 0.21055% top0.5% 0.98826% top1% 1.91311%
+[2026-10-08T15:16:06Z] p12-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00036 largest 72 (item 0x16dc9c) at +6.52 sigma smallest at -4.42; buckets64 chi2/dof 1.01553 largest 3214 (bucket 171512) at +4.98 sigma smallest at -4.63
+[2026-10-08T15:16:17Z] p12-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 85 (bin 12386617) z_max +9.37 min 1 z_min -5.48 chi2/dof 3.62418 chi2_z +7600.44 top0.1% 0.21026% top0.5% 0.98771% top1% 1.91236%
+[2026-10-08T15:16:17Z] p12-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99998 largest +6.40 sigma; buckets64 chi2/dof 0.99667 largest +4.39 smallest -4.61
+[2026-10-08T15:16:17Z] 6-sigma p12-attack-f8 items buckets64 against the window density: largest bucket +4.98 sigma, smallest -4.63 -> within 6 sigma
+[2026-10-08T15:16:17Z] hot-set p12-attack-f8 items (windowed control): f 0.1% S_f 0.21055% E_f(control) 0.21026% X_f +0.00028% X_f/f +0.0028 -> no hot set
+[2026-10-08T15:16:17Z] hot-set p12-attack-f8 items (windowed control): f 0.5% S_f 0.98826% E_f(control) 0.98771% X_f +0.00055% X_f/f +0.0011 -> no hot set
+[2026-10-08T15:16:17Z] hot-set p12-attack-f8 items (windowed control): f 1.0% S_f 1.91311% E_f(control) 1.91236% X_f +0.00076% X_f/f +0.0008 -> no hot set
+[2026-10-08T15:16:17Z] hot-set p12-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:16:27Z] p12-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 66 (bin 13542642) z_max +6.01 min 6 z_min -4.60 chi2/dof 0.99990 chi2_z -0.29 top0.1% 0.16469% top0.5% 0.77461% top1% 1.50154%
+[2026-10-08T15:16:27Z] hot-set p12-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.21055% E_f(control) 0.16469% X_f +0.04586% X_f/f +0.4586 -> no hot set
+[2026-10-08T15:16:27Z] hot-set p12-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.98826% E_f(control) 0.77461% X_f +0.21365% X_f/f +0.4273 -> no hot set
+[2026-10-08T15:16:27Z] hot-set p12-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.91311% E_f(control) 1.50154% X_f +0.41157% X_f/f +0.4116 -> no hot set
+[2026-10-08T15:16:27Z] hot-set p12-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:16:27Z] ratio p12-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0014x / 1.0006x / 1.0004x (gate 1.2x at 0.1%: within); over the FLAT control 1.2785x / 1.2758x / 1.2741x
+[2026-10-08T15:16:28Z] attribution: hot threshold count >= 65 marks 20006 items (0.1192% of items) holding 1340246 reads (0.2496% of reads); top 8 items t=0xa03643:82 t=0x8d699f:82 t=0x892829:82 t=0xb9e50a:80 t=0xaa9608:80 t=0xa4f804:80 t=0xa1bb7f:80 t=0x905a79:80
+[2026-10-08T15:17:34Z] attribution: reads on hot items per position (flat expectation 0.1192% of each position's 4194304 reads); the 24 largest: p114(it7 s2)=0.702% p87(it5 s7)=0.701% p23(it1 s7)=0.701% p122(it7 s10)=0.699% p24(it1 s8)=0.698% p7(it0 s7)=0.696% p2(it0 s2)=0.696% p56(it3 s8)=0.696% p90(it5 s10)=0.696% p39(it2 s7)=0.695% p8(it0 s8)=0.695% p103(it6 s7)=0.695% p120(it7 s8)=0.695% p98(it6 s2)=0.695% p55(it3 s7)=0.694% p74(it4 s10)=0.694% p42(it2 s10)=0.694% p10(it0 s10)=0.694% p66(it4 s2)=0.694% p104(it6 s8)=0.694% p72(it4 s8)=0.693% p40(it2 s8)=0.693% p71(it4 s7)=0.693% p18(it1 s2)=0.692%
+[2026-10-08T15:17:34Z] attribution: hot reads by iteration it0=0.250% it1=0.249% it2=0.249% it3=0.249% it4=0.250% it5=0.250% it6=0.250% it7=0.250% ; by site s0=0.173% s1=0.000% s2=0.694% s3=0.174% s4=0.174% s5=0.000% s6=0.000% s7=0.696% s8=0.694% s9=0.000% s10=0.693% s11=0.347% s12=0.000% s13=0.349% s14=0.000% s15=0.000%
+[2026-10-08T15:17:34Z] site 0 (instr 4, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1735% (flat expectation 0.1192%); index entropy 15.997 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:17:34Z] site 1 (instr 9, src r4, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0002% (flat expectation 0.1192%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:17:34Z] site 2 (instr 11, src r3, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.6939% (flat expectation 0.1192%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:17:34Z] site 3 (instr 14, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1735% (flat expectation 0.1192%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:17:34Z] site 4 (instr 15, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1736% (flat expectation 0.1192%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:17:34Z] site 5 (instr 28, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0002% (flat expectation 0.1192%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:17:34Z] site 6 (instr 33, src r6, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0002% (flat expectation 0.1192%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:17:34Z] site 7 (instr 34, src r3, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.6955% (flat expectation 0.1192%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:17:34Z] site 8 (instr 41, src r4, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.6941% (flat expectation 0.1192%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:17:34Z] site 9 (instr 44, src r2, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0002% (flat expectation 0.1192%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:17:34Z] site 10 (instr 45, src r5, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.6932% (flat expectation 0.1192%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:17:34Z] site 11 (instr 46, src r1, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3466% (flat expectation 0.1192%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:17:34Z] site 12 (instr 50, src r6, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1192%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:17:34Z] site 13 (instr 54, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3488% (flat expectation 0.1192%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:17:34Z] site 14 (instr 60, src r4, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0003% (flat expectation 0.1192%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:17:34Z] site 15 (instr 62, src r2, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0004% (flat expectation 0.1192%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:17:34Z] attribution: item 0xa03643 (82 reads) read from positions p82(it5 s2)x4 p8(it0 s8)x4 p24(it1 s8)x4 p2(it0 s2)x3 p40(it2 s8)x3 p50(it3 s2)x3 p56(it3 s8)x3 p106(it6 s10)x3 p119(it7 s7)x3 p122(it7 s10)x2 p16(it1 s0)x2 p18(it1 s2)x2
+[2026-10-08T15:17:34Z] attribution: item 0x8d699f (82 reads) read from positions p10(it0 s10)x4 p24(it1 s8)x4 p26(it1 s10)x4 p88(it5 s8)x4 p93(it5 s13)x4 p104(it6 s8)x4 p120(it7 s8)x3 p42(it2 s10)x3 p56(it3 s8)x3 p71(it4 s7)x3 p82(it5 s2)x3 p2(it0 s2)x2
+[2026-10-08T15:17:34Z] attribution: item 0x892829 (82 reads) read from positions p58(it3 s10)x4 p24(it1 s8)x4 p2(it0 s2)x3 p10(it0 s10)x3 p34(it2 s2)x3 p42(it2 s10)x3 p61(it3 s13)x3 p98(it6 s2)x3 p103(it6 s7)x3 p104(it6 s8)x3 p3(it0 s3)x2 p122(it7 s10)x2
+[2026-10-08T15:17:34Z] attribution: item 0xb9e50a (80 reads) read from positions p18(it1 s2)x4 p26(it1 s10)x4 p55(it3 s7)x4 p66(it4 s2)x4 p82(it5 s2)x4 p23(it1 s7)x3 p34(it2 s2)x3 p56(it3 s8)x3 p74(it4 s10)x3 p88(it5 s8)x3 p103(it6 s7)x3 p8(it0 s8)x2
+[2026-10-08T15:17:34Z] attribution: item 0xaa9608 (80 reads) read from positions p8(it0 s8)x5 p7(it0 s7)x4 p4(it0 s4)x3 p23(it1 s7)x3 p42(it2 s10)x3 p66(it4 s2)x3 p74(it4 s10)x3 p88(it5 s8)x3 p114(it7 s2)x3 p122(it7 s10)x3 p58(it3 s10)x2 p103(it6 s7)x2
+[2026-10-08T15:17:34Z] attribution: item 0xa4f804 (80 reads) read from positions p34(it2 s2)x7 p66(it4 s2)x5 p122(it7 s10)x3 p24(it1 s8)x3 p40(it2 s8)x3 p2(it0 s2)x3 p77(it4 s13)x3 p90(it5 s10)x3 p109(it6 s13)x3 p59(it3 s11)x2 p119(it7 s7)x2 p42(it2 s10)x2
+[2026-10-08T15:17:34Z] attribution: item 0xa1bb7f (80 reads) read from positions p10(it0 s10)x5 p103(it6 s7)x5 p119(it7 s7)x5 p39(it2 s7)x3 p55(it3 s7)x3 p104(it6 s8)x3 p123(it7 s11)x3 p2(it0 s2)x2 p13(it0 s13)x2 p18(it1 s2)x2 p40(it2 s8)x2 p58(it3 s10)x2
+[2026-10-08T15:17:34Z] attribution: item 0x905a79 (80 reads) read from positions p71(it4 s7)x7 p106(it6 s10)x4 p104(it6 s8)x4 p2(it0 s2)x3 p119(it7 s7)x3 p55(it3 s7)x3 p75(it4 s11)x3 p99(it6 s3)x3 p103(it6 s7)x3 p13(it0 s13)x2 p18(it1 s2)x2 p26(it1 s10)x2
+[2026-10-08T15:17:34Z] hottest item p12-attack-f8 (0xa03643): 82 reads (0.0000% of all); predicted source none
+[2026-10-08T15:17:34Z] program p12-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:17:36Z] program p13-attack-f8: epoch seed 5501865bd39ccb0edf45a759ef707def64632a3b81560cf254b505cf5a56e8ec era seed b50c4c082acb962b2fcf02ee7cabf8b3dda18fbafc619d4dbe8593e24111a742 id 0a0a78f59eb4bf54 attempt 0 class mx8-era3c23a0b3+sh256x27+state op mix load=16 mad=10 shfl=8 add=7 rotl=6 sub=5 mul=4 rotr=4 mulhi=2 or=2; era stride mul 0x3340424b rot 26 interleave [1, 7, 14, 15] windows 7:2:0 9:0:0 10:2:0 16:0:0 17:0:0 21:1:1 23:2:0 25:2:2 28:0:0 32:2:2 35:1:0 42:2:1 48:2:1 49:0:0 50:1:0 54:0:0
+[2026-10-08T15:17:36Z] window layer: site item windows (first, items) (0x0,2^22) (0x0,2^24) (0x0,2^22) (0x0,2^24) (0x0,2^24) (0x800000,2^23) (0x0,2^22) (0x800000,2^22) (0x0,2^24) (0x800000,2^22) (0x0,2^23) (0x400000,2^22) (0x400000,2^22) (0x0,2^24) (0x0,2^23) (0x0,2^24); expected reads per item by quarter 44.000 36.000 32.000 16.000 (flat uniform 32.000)
+[2026-10-08T15:18:47Z] 131072 warps (4194304 nonces) interpreted in 70.7 s (4.317 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:18:47Z] p13-attack-f8 distinct lines per hash: n 4194304 min 1013 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8709
+[2026-10-08T15:18:47Z] p13-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:18:47Z] p13-attack-f8 distinct lines per warp: n 131072 min 32576 p1 32604 median 32636 p99 32664 max 32684 mean 32635.9229
+[2026-10-08T15:18:47Z] p13-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4479
+[2026-10-08T15:18:47Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:18:47Z] positions: largest hi16-bucket (256 items) share 0.0079% at p103 (iteration 6, site 7, instr 25); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p50 (site 2, instr 10)
+[2026-10-08T15:18:47Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p37 (site 5, instr 21); saturated sources at one position 0 of 2048 at p0 (site 0, instr 7); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:18:47Z] p13-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 83 (bin 3447805) z_max +9.02 min 0 z_min -5.66 chi2/dof 4.20499 chi2_z +9282.65 top0.1% 0.20138% top0.5% 0.94434% top1% 1.82882%
+[2026-10-08T15:18:47Z] p13-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00414 largest 83 (item 0x349bfd) at +5.88 sigma smallest at -4.22; buckets64 chi2/dof 1.20891 largest 2539 (bucket 72538) at +4.90 sigma smallest at -4.56
+[2026-10-08T15:18:50Z] p13-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 82 (bin 1791338) z_max +8.84 min 1 z_min -5.48 chi2/dof 4.24956 chi2_z +9411.74 top0.1% 0.20281% top0.5% 0.95095% top1% 1.84131%
+[2026-10-08T15:18:50Z] p13-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99970 largest +6.00 sigma; buckets64 chi2/dof 0.99656 largest +4.64 smallest -4.64
+[2026-10-08T15:18:50Z] 6-sigma p13-attack-f8 items buckets64 against the window density: largest bucket +4.90 sigma, smallest -4.56 -> within 6 sigma
+[2026-10-08T15:18:50Z] hot-set p13-attack-f8 items (windowed control): f 0.1% S_f 0.20138% E_f(control) 0.20281% X_f -0.00143% X_f/f -0.0143 -> no hot set
+[2026-10-08T15:18:50Z] hot-set p13-attack-f8 items (windowed control): f 0.5% S_f 0.94434% E_f(control) 0.95095% X_f -0.00661% X_f/f -0.0132 -> no hot set
+[2026-10-08T15:18:50Z] hot-set p13-attack-f8 items (windowed control): f 1.0% S_f 1.82882% E_f(control) 1.84131% X_f -0.01249% X_f/f -0.0125 -> no hot set
+[2026-10-08T15:18:50Z] hot-set p13-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:18:52Z] p13-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 68 (bin 11208267) z_max +6.36 min 7 z_min -4.42 chi2/dof 0.99989 chi2_z -0.32 top0.1% 0.16469% top0.5% 0.77437% top1% 1.50119%
+[2026-10-08T15:18:52Z] hot-set p13-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.20138% E_f(control) 0.16469% X_f +0.03669% X_f/f +0.3669 -> no hot set
+[2026-10-08T15:18:52Z] hot-set p13-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.94434% E_f(control) 0.77437% X_f +0.16997% X_f/f +0.3399 -> no hot set
+[2026-10-08T15:18:52Z] hot-set p13-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.82882% E_f(control) 1.50119% X_f +0.32763% X_f/f +0.3276 -> no hot set
+[2026-10-08T15:18:52Z] hot-set p13-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:18:52Z] ratio p13-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 0.9929x / 0.9930x / 0.9932x (gate 1.2x at 0.1%: within); over the FLAT control 1.2228x / 1.2195x / 1.2182x
+[2026-10-08T15:18:53Z] attribution: hot threshold count >= 62 marks 21490 items (0.1281% of items) holding 1373369 reads (0.2558% of reads); top 8 items t=0x349bfd:83 t=0x33e8f4:82 t=0x218a79:82 t=0x3def4a:81 t=0x3d7d25:80 t=0x212185:79 t=0x34ead2:78 t=0x26e44b:78
+[2026-10-08T15:19:29Z] attribution: reads on hot items per position (flat expectation 0.1281% of each position's 4194304 reads); the 24 largest: p86(it5 s6)=0.746% p22(it1 s6)=0.745% p118(it7 s6)=0.743% p48(it3 s0)=0.743% p114(it7 s2)=0.742% p6(it0 s6)=0.742% p16(it1 s0)=0.742% p38(it2 s6)=0.742% p32(it2 s0)=0.742% p18(it1 s2)=0.742% p64(it4 s0)=0.742% p98(it6 s2)=0.741% p66(it4 s2)=0.740% p112(it7 s0)=0.740% p0(it0 s0)=0.740% p34(it2 s2)=0.740% p2(it0 s2)=0.740% p50(it3 s2)=0.739% p54(it3 s6)=0.738% p80(it5 s0)=0.737% p82(it5 s2)=0.737% p70(it4 s6)=0.736% p96(it6 s0)=0.735% p102(it6 s6)=0.735%
+[2026-10-08T15:19:29Z] attribution: hot reads by iteration it0=0.254% it1=0.256% it2=0.256% it3=0.256% it4=0.257% it5=0.256% it6=0.255% it7=0.256% ; by site s0=0.740% s1=0.188% s2=0.740% s3=0.187% s4=0.189% s5=0.000% s6=0.741% s7=0.001% s8=0.152% s9=0.001% s10=0.377% s11=0.012% s12=0.012% s13=0.188% s14=0.376% s15=0.189%
+[2026-10-08T15:19:29Z] site 0 (instr 7, src r1, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.7401% (flat expectation 0.1281%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:19:29Z] site 1 (instr 9, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1882% (flat expectation 0.1281%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:19:29Z] site 2 (instr 10, src r4, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.7400% (flat expectation 0.1281%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:19:29Z] site 3 (instr 16, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1874% (flat expectation 0.1281%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:19:29Z] site 4 (instr 17, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1886% (flat expectation 0.1281%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:19:29Z] site 5 (instr 21, src r0, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0003% (flat expectation 0.1281%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:19:29Z] site 6 (instr 23, src r3, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.7408% (flat expectation 0.1281%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:19:29Z] site 7 (instr 25, src r7, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0005% (flat expectation 0.1281%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:19:29Z] site 8 (instr 28, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1520% (flat expectation 0.1281%); index entropy 15.977 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0022% (window expectation 0.0015%)
+[2026-10-08T15:19:29Z] site 9 (instr 32, src r0, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0006% (flat expectation 0.1281%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:19:29Z] site 10 (instr 35, src r6, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3771% (flat expectation 0.1281%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:19:29Z] site 11 (instr 42, src r0, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0122% (flat expectation 0.1281%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:19:29Z] site 12 (instr 48, src r2, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0124% (flat expectation 0.1281%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:19:29Z] site 13 (instr 49, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1877% (flat expectation 0.1281%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:19:29Z] site 14 (instr 50, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3758% (flat expectation 0.1281%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:19:29Z] site 15 (instr 54, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1892% (flat expectation 0.1281%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:19:29Z] attribution: item 0x349bfd (83 reads) read from positions p2(it0 s2)x4 p16(it1 s0)x4 p34(it2 s2)x4 p98(it6 s2)x4 p48(it3 s0)x3 p49(it3 s1)x3 p50(it3 s2)x3 p102(it6 s6)x3 p114(it7 s2)x3 p118(it7 s6)x3 p122(it7 s10)x3 p18(it1 s2)x2
+[2026-10-08T15:19:29Z] attribution: item 0x33e8f4 (82 reads) read from positions p18(it1 s2)x4 p42(it2 s10)x4 p82(it5 s2)x4 p38(it2 s6)x3 p48(it3 s0)x3 p50(it3 s2)x3 p86(it5 s6)x3 p0(it0 s0)x3 p102(it6 s6)x3 p112(it7 s0)x3 p125(it7 s13)x2 p2(it0 s2)x2
+[2026-10-08T15:19:29Z] attribution: item 0x218a79 (82 reads) read from positions p66(it4 s2)x4 p102(it6 s6)x4 p110(it6 s14)x4 p65(it4 s1)x3 p74(it4 s10)x3 p80(it5 s0)x3 p98(it6 s2)x3 p115(it7 s3)x2 p16(it1 s0)x2 p20(it1 s4)x2 p38(it2 s6)x2 p46(it2 s14)x2
+[2026-10-08T15:19:29Z] attribution: item 0x3def4a (81 reads) read from positions p2(it0 s2)x7 p18(it1 s2)x4 p42(it2 s10)x4 p66(it4 s2)x4 p86(it5 s6)x4 p1(it0 s1)x3 p58(it3 s10)x2 p118(it7 s6)x2 p38(it2 s6)x2 p54(it3 s6)x2 p14(it0 s14)x2 p70(it4 s6)x2
+[2026-10-08T15:19:29Z] attribution: item 0x3d7d25 (80 reads) read from positions p2(it0 s2)x4 p16(it1 s0)x3 p32(it2 s0)x3 p34(it2 s2)x3 p48(it3 s0)x3 p64(it4 s0)x3 p77(it4 s13)x3 p112(it7 s0)x3 p62(it3 s14)x2 p30(it1 s14)x2 p14(it0 s14)x2 p45(it2 s13)x2
+[2026-10-08T15:19:29Z] attribution: item 0x212185 (79 reads) read from positions p16(it1 s0)x8 p22(it1 s6)x4 p54(it3 s6)x4 p14(it0 s14)x3 p34(it2 s2)x3 p102(it6 s6)x3 p111(it6 s15)x3 p0(it0 s0)x3 p2(it0 s2)x2 p18(it1 s2)x2 p38(it2 s6)x2 p42(it2 s10)x2
+[2026-10-08T15:19:29Z] attribution: item 0x34ead2 (78 reads) read from positions p96(it6 s0)x4 p74(it4 s10)x4 p48(it3 s0)x3 p18(it1 s2)x3 p66(it4 s2)x3 p80(it5 s0)x3 p6(it0 s6)x3 p98(it6 s2)x3 p114(it7 s2)x2 p10(it0 s10)x2 p14(it0 s14)x2 p19(it1 s3)x2
+[2026-10-08T15:19:29Z] attribution: item 0x26e44b (78 reads) read from positions p80(it5 s0)x4 p98(it6 s2)x4 p114(it7 s2)x3 p16(it1 s0)x3 p102(it6 s6)x3 p112(it7 s0)x3 p0(it0 s0)x2 p6(it0 s6)x2 p34(it2 s2)x2 p42(it2 s10)x2 p50(it3 s2)x2 p51(it3 s3)x2
+[2026-10-08T15:19:29Z] hottest item p13-attack-f8 (0x349bfd): 83 reads (0.0000% of all); predicted source none
+[2026-10-08T15:19:29Z] program p13-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:19:33Z] program p14-attack-f8: epoch seed 25fbb392c9102e2a89f9c889208dc25c17b1dbc47572db7dab946a581fabf7a0 era seed faa86e6b76db54e62f7dcf06d743f5e2d52e652e072777e320dbdb42ee8b6229 id 5892fffcaf6cda37 attempt 4 class mx8-era81f67369+sh256x27+state op mix load=16 add=8 shfl=8 xor=6 mad=5 rotl=5 sub=5 mul=3 mulhi=3 rotr=3 or=2; era stride mul 0x55fb3ce5 rot 23 interleave [2, 5, 8, 11] windows 4:2:0 12:0:0 15:1:1 16:0:0 22:1:1 25:0:0 26:1:1 32:2:0 36:1:1 38:0:0 39:1:1 46:1:1 47:2:1 52:0:0 59:0:0 60:1:1
+[2026-10-08T15:19:33Z] window layer: site item windows (first, items) (0x0,2^22) (0x0,2^24) (0x800000,2^23) (0x0,2^24) (0x800000,2^23) (0x0,2^24) (0x800000,2^23) (0x0,2^22) (0x800000,2^23) (0x0,2^24) (0x800000,2^23) (0x800000,2^23) (0x400000,2^22) (0x0,2^24) (0x0,2^24) (0x800000,2^23); expected reads per item by quarter 28.000 20.000 40.000 40.000 (flat uniform 32.000)
+[2026-10-08T15:21:03Z] 131072 warps (4194304 nonces) interpreted in 90.1 s (5.498 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:21:03Z] p14-attack-f8 distinct lines per hash: n 4194304 min 1013 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8709
+[2026-10-08T15:21:03Z] p14-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:21:03Z] p14-attack-f8 distinct lines per warp: n 131072 min 32572 p1 32605 median 32636 p99 32664 max 32690 mean 32636.0287
+[2026-10-08T15:21:03Z] p14-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4631
+[2026-10-08T15:21:03Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:21:03Z] positions: largest hi16-bucket (256 items) share 0.0080% at p48 (iteration 3, site 0, instr 4); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p92 (site 12, instr 47)
+[2026-10-08T15:21:03Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p110 (site 14, instr 59); saturated sources at one position 0 of 2048 at p0 (site 0, instr 4); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:21:03Z] p14-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 75 (bin 10164800) z_max +7.60 min 2 z_min -5.30 chi2/dof 3.25082 chi2_z +6519.07 top0.1% 0.19219% top0.5% 0.90400% top1% 1.75411%
+[2026-10-08T15:21:03Z] p14-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00038 largest 58 (item 0x55084) at +5.67 sigma smallest at -4.43; buckets64 chi2/dof 0.99898 largest 2782 (bucket 260892) at +4.39 sigma smallest at -4.35
+[2026-10-08T15:21:11Z] p14-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 77 (bin 16394209) z_max +7.95 min 2 z_min -5.30 chi2/dof 3.25065 chi2_z +6518.56 top0.1% 0.19216% top0.5% 0.90411% top1% 1.75419%
+[2026-10-08T15:21:11Z] p14-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00039 largest +6.26 sigma; buckets64 chi2/dof 1.00383 largest +4.53 smallest -4.25
+[2026-10-08T15:21:11Z] 6-sigma p14-attack-f8 items buckets64 against the window density: largest bucket +4.39 sigma, smallest -4.35 -> within 6 sigma
+[2026-10-08T15:21:11Z] hot-set p14-attack-f8 items (windowed control): f 0.1% S_f 0.19219% E_f(control) 0.19216% X_f +0.00003% X_f/f +0.0003 -> no hot set
+[2026-10-08T15:21:11Z] hot-set p14-attack-f8 items (windowed control): f 0.5% S_f 0.90400% E_f(control) 0.90411% X_f -0.00011% X_f/f -0.0002 -> no hot set
+[2026-10-08T15:21:11Z] hot-set p14-attack-f8 items (windowed control): f 1.0% S_f 1.75411% E_f(control) 1.75419% X_f -0.00008% X_f/f -0.0001 -> no hot set
+[2026-10-08T15:21:11Z] hot-set p14-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:21:15Z] p14-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 69 (bin 12085614) z_max +6.54 min 6 z_min -4.60 chi2/dof 1.00028 chi2_z +0.81 top0.1% 0.16457% top0.5% 0.77429% top1% 1.50123%
+[2026-10-08T15:21:15Z] hot-set p14-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.19219% E_f(control) 0.16457% X_f +0.02762% X_f/f +0.2762 -> no hot set
+[2026-10-08T15:21:15Z] hot-set p14-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.90400% E_f(control) 0.77429% X_f +0.12971% X_f/f +0.2594 -> no hot set
+[2026-10-08T15:21:15Z] hot-set p14-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.75411% E_f(control) 1.50123% X_f +0.25288% X_f/f +0.2529 -> no hot set
+[2026-10-08T15:21:15Z] hot-set p14-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:21:15Z] ratio p14-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0002x / 0.9999x / 1.0000x (gate 1.2x at 0.1%: within); over the FLAT control 1.1678x / 1.1675x / 1.1685x
+[2026-10-08T15:21:17Z] attribution: hot threshold count >= 59 marks 24403 items (0.1455% of items) holding 1481764 reads (0.2760% of reads); top 8 items t=0x9b1a40:75 t=0xe49672:74 t=0xd278ab:74 t=0xcb1789:74 t=0xa9d9f8:74 t=0x88ee5e:74 t=0xd2be90:73 t=0xa721d3:73
+[2026-10-08T15:22:17Z] attribution: reads on hot items per position (flat expectation 0.1455% of each position's 4194304 reads); the 24 largest: p43(it2 s11)=0.447% p24(it1 s8)=0.446% p95(it5 s15)=0.446% p38(it2 s6)=0.446% p15(it0 s15)=0.446% p50(it3 s2)=0.446% p10(it0 s10)=0.445% p90(it5 s10)=0.445% p52(it3 s4)=0.445% p120(it7 s8)=0.445% p79(it4 s15)=0.445% p86(it5 s6)=0.445% p47(it2 s15)=0.444% p72(it4 s8)=0.444% p66(it4 s2)=0.444% p98(it6 s2)=0.444% p31(it1 s15)=0.444% p75(it4 s11)=0.444% p11(it0 s11)=0.444% p84(it5 s4)=0.443% p70(it4 s6)=0.443% p58(it3 s10)=0.443% p127(it7 s15)=0.443% p42(it2 s10)=0.443%
+[2026-10-08T15:22:17Z] attribution: hot reads by iteration it0=0.276% it1=0.276% it2=0.277% it3=0.275% it4=0.277% it5=0.277% it6=0.275% it7=0.275% ; by site s0=0.000% s1=0.221% s2=0.442% s3=0.221% s4=0.440% s5=0.221% s6=0.441% s7=0.000% s8=0.443% s9=0.221% s10=0.441% s11=0.441% s12=0.000% s13=0.220% s14=0.220% s15=0.444%
+[2026-10-08T15:22:17Z] site 0 (instr 4, src r6, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1455%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:22:17Z] site 1 (instr 12, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2211% (flat expectation 0.1455%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:22:17Z] site 2 (instr 15, src r2, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.4422% (flat expectation 0.1455%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:22:17Z] site 3 (instr 16, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2210% (flat expectation 0.1455%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:22:17Z] site 4 (instr 22, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.4401% (flat expectation 0.1455%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:22:17Z] site 5 (instr 25, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2211% (flat expectation 0.1455%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:22:17Z] site 6 (instr 26, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.4412% (flat expectation 0.1455%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:22:17Z] site 7 (instr 32, src r3, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1455%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:22:17Z] site 8 (instr 36, src r0, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.4426% (flat expectation 0.1455%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:22:17Z] site 9 (instr 38, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2206% (flat expectation 0.1455%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:22:17Z] site 10 (instr 39, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.4412% (flat expectation 0.1455%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:22:17Z] site 11 (instr 46, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.4411% (flat expectation 0.1455%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:22:17Z] site 12 (instr 47, src r2, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1455%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:22:17Z] site 13 (instr 52, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2203% (flat expectation 0.1455%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:22:17Z] site 14 (instr 59, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2200% (flat expectation 0.1455%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:22:17Z] site 15 (instr 60, src r4, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.4435% (flat expectation 0.1455%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:22:17Z] attribution: item 0x9b1a40 (75 reads) read from positions p88(it5 s8)x4 p11(it0 s11)x3 p20(it1 s4)x3 p22(it1 s6)x3 p38(it2 s6)x3 p107(it6 s11)x3 p122(it7 s10)x2 p10(it0 s10)x2 p27(it1 s11)x2 p30(it1 s14)x2 p34(it2 s2)x2 p35(it2 s3)x2
+[2026-10-08T15:22:17Z] attribution: item 0xe49672 (74 reads) read from positions p127(it7 s15)x4 p4(it0 s4)x3 p18(it1 s2)x3 p88(it5 s8)x3 p102(it6 s6)x3 p2(it0 s2)x2 p14(it0 s14)x2 p31(it1 s15)x2 p42(it2 s10)x2 p50(it3 s2)x2 p54(it3 s6)x2 p86(it5 s6)x2
+[2026-10-08T15:22:17Z] attribution: item 0xd278ab (74 reads) read from positions p116(it7 s4)x3 p127(it7 s15)x2 p11(it0 s11)x2 p18(it1 s2)x2 p24(it1 s8)x2 p26(it1 s10)x2 p42(it2 s10)x2 p46(it2 s14)x2 p56(it3 s8)x2 p63(it3 s15)x2 p69(it4 s5)x2 p72(it4 s8)x2
+[2026-10-08T15:22:17Z] attribution: item 0xcb1789 (74 reads) read from positions p52(it3 s4)x4 p11(it0 s11)x3 p40(it2 s8)x3 p68(it4 s4)x3 p113(it7 s1)x3 p126(it7 s14)x2 p9(it0 s9)x2 p18(it1 s2)x2 p25(it1 s9)x2 p31(it1 s15)x2 p75(it4 s11)x2 p78(it4 s14)x2
+[2026-10-08T15:22:17Z] attribution: item 0xa9d9f8 (74 reads) read from positions p11(it0 s11)x3 p84(it5 s4)x3 p4(it0 s4)x2 p56(it3 s8)x2 p68(it4 s4)x2 p75(it4 s11)x2 p79(it4 s15)x2 p91(it5 s11)x2 p98(it6 s2)x2 p116(it7 s4)x2 p57(it3 s9)x1 p25(it1 s9)x1
+[2026-10-08T15:22:17Z] attribution: item 0x88ee5e (74 reads) read from positions p21(it1 s5)x3 p58(it3 s10)x3 p98(it6 s2)x3 p102(it6 s6)x3 p127(it7 s15)x2 p33(it2 s1)x2 p47(it2 s15)x2 p57(it3 s9)x2 p59(it3 s11)x2 p66(it4 s2)x2 p72(it4 s8)x2 p83(it5 s3)x2
+[2026-10-08T15:22:17Z] attribution: item 0xd2be90 (73 reads) read from positions p113(it7 s1)x3 p4(it0 s4)x3 p24(it1 s8)x3 p34(it2 s2)x3 p57(it3 s9)x3 p79(it4 s15)x3 p111(it6 s15)x3 p8(it0 s8)x2 p11(it0 s11)x2 p29(it1 s13)x2 p40(it2 s8)x2 p54(it3 s6)x2
+[2026-10-08T15:22:17Z] attribution: item 0xa721d3 (73 reads) read from positions p40(it2 s8)x5 p123(it7 s11)x3 p45(it2 s13)x3 p52(it3 s4)x3 p63(it3 s15)x3 p75(it4 s11)x3 p4(it0 s4)x2 p14(it0 s14)x2 p22(it1 s6)x2 p25(it1 s9)x2 p27(it1 s11)x2 p38(it2 s6)x2
+[2026-10-08T15:22:17Z] hottest item p14-attack-f8 (0x9b1a40): 75 reads (0.0000% of all); predicted source none
+[2026-10-08T15:22:17Z] program p14-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:22:23Z] program p15-attack-f8: epoch seed 65d1bc6af696d940f57d7d04469e29dd7c1eb69055619045911121b1dcec8b69 era seed e6b5324458cfd3c3326baed2aabd49cc361a17bc5efdde9e291daddad21ec5c7 id 30b1327a371d26db attempt 4 class mx8-era676c3949+sh256x27+state op mix load=16 add=11 rotl=10 shfl=6 xor=6 mad=4 mulhi=3 or=3 rotr=3 mul=1 sub=1; era stride mul 0x26f35c81 rot 26 interleave [0, 2, 14, 15] windows 1:1:1 2:0:0 12:0:0 13:2:2 16:0:0 18:2:1 26:1:1 30:2:1 37:2:1 38:2:1 41:1:0 42:0:0 48:2:3 54:0:0 55:0:0 58:1:0
+[2026-10-08T15:22:23Z] window layer: site item windows (first, items) (0x800000,2^23) (0x0,2^24) (0x0,2^24) (0x800000,2^22) (0x0,2^24) (0x400000,2^22) (0x800000,2^23) (0x400000,2^22) (0x400000,2^22) (0x400000,2^22) (0x0,2^23) (0x0,2^24) (0xc00000,2^22) (0x0,2^24) (0x0,2^24) (0x0,2^23); expected reads per item by quarter 20.000 52.000 28.000 28.000 (flat uniform 32.000)
+[2026-10-08T15:24:32Z] 131072 warps (4194304 nonces) interpreted in 129.9 s (7.926 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:24:32Z] p15-attack-f8 distinct lines per hash: n 4194304 min 1014 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8706
+[2026-10-08T15:24:32Z] p15-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9994
+[2026-10-08T15:24:32Z] p15-attack-f8 distinct lines per warp: n 131072 min 32560 p1 32604 median 32636 p99 32664 max 32692 mean 32635.8176
+[2026-10-08T15:24:32Z] p15-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4308
+[2026-10-08T15:24:32Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:24:32Z] positions: largest hi16-bucket (256 items) share 0.0081% at p88 (iteration 5, site 8, instr 37); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 1)
+[2026-10-08T15:24:32Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p0 (site 0, instr 1); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:24:33Z] p15-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 94 (bin 7043734) z_max +10.96 min 1 z_min -5.48 chi2/dof 5.49921 chi2_z +13031.09 top0.1% 0.23296% top0.5% 1.09765% top1% 2.12896%
+[2026-10-08T15:24:33Z] p15-attack-f8 item histogram against the window density: full 2^24 chi2/dof 0.99984 largest 47 (item 0x21b7b0) at +6.04 sigma smallest at -4.58; buckets64 chi2/dof 0.99679 largest 2010 (bucket 187819) at +5.15 sigma smallest at -4.22
+[2026-10-08T15:24:40Z] p15-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 92 (bin 5580774) z_max +10.61 min 2 z_min -5.30 chi2/dof 5.50025 chi2_z +13034.11 top0.1% 0.23308% top0.5% 1.09744% top1% 2.12857%
+[2026-10-08T15:24:40Z] p15-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99963 largest +6.05 sigma; buckets64 chi2/dof 1.00049 largest +4.70 smallest -4.68
+[2026-10-08T15:24:40Z] 6-sigma p15-attack-f8 items buckets64 against the window density: largest bucket +5.15 sigma, smallest -4.22 -> within 6 sigma
+[2026-10-08T15:24:40Z] hot-set p15-attack-f8 items (windowed control): f 0.1% S_f 0.23296% E_f(control) 0.23308% X_f -0.00013% X_f/f -0.0013 -> no hot set
+[2026-10-08T15:24:40Z] hot-set p15-attack-f8 items (windowed control): f 0.5% S_f 1.09765% E_f(control) 1.09744% X_f +0.00021% X_f/f +0.0004 -> no hot set
+[2026-10-08T15:24:40Z] hot-set p15-attack-f8 items (windowed control): f 1.0% S_f 2.12896% E_f(control) 2.12857% X_f +0.00039% X_f/f +0.0004 -> no hot set
+[2026-10-08T15:24:40Z] hot-set p15-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:24:48Z] p15-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 68 (bin 11780275) z_max +6.36 min 6 z_min -4.60 chi2/dof 0.99978 chi2_z -0.65 top0.1% 0.16464% top0.5% 0.77457% top1% 1.50153%
+[2026-10-08T15:24:48Z] hot-set p15-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.23296% E_f(control) 0.16464% X_f +0.06832% X_f/f +0.6832 -> no hot set
+[2026-10-08T15:24:48Z] hot-set p15-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 1.09765% E_f(control) 0.77457% X_f +0.32308% X_f/f +0.6462 -> no hot set
+[2026-10-08T15:24:48Z] hot-set p15-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 2.12896% E_f(control) 1.50153% X_f +0.62743% X_f/f +0.6274 -> no hot set
+[2026-10-08T15:24:48Z] hot-set p15-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:24:48Z] ratio p15-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 0.9995x / 1.0002x / 1.0002x (gate 1.2x at 0.1%: within); over the FLAT control 1.4150x / 1.4171x / 1.4179x
+[2026-10-08T15:24:49Z] attribution: hot threshold count >= 72 marks 20596 items (0.1228% of items) holding 1525644 reads (0.2842% of reads); top 8 items t=0x6b7a96:94 t=0x62c8ea:93 t=0x4af460:90 t=0x7f08f0:89 t=0x629b5d:89 t=0x59eb4e:89 t=0x74446f:88 t=0x68456e:88
+[2026-10-08T15:25:13Z] attribution: reads on hot items per position (flat expectation 0.1228% of each position's 4194304 reads); the 24 largest: p69(it4 s5)=0.710% p85(it5 s5)=0.708% p121(it7 s9)=0.706% p8(it0 s8)=0.705% p105(it6 s9)=0.705% p37(it2 s5)=0.704% p5(it0 s5)=0.704% p71(it4 s7)=0.704% p89(it5 s9)=0.703% p119(it7 s7)=0.702% p87(it5 s7)=0.702% p101(it6 s5)=0.702% p9(it0 s9)=0.701% p57(it3 s9)=0.701% p23(it1 s7)=0.701% p103(it6 s7)=0.700% p7(it0 s7)=0.700% p55(it3 s7)=0.699% p21(it1 s5)=0.698% p24(it1 s8)=0.698% p104(it6 s8)=0.698% p88(it5 s8)=0.698% p73(it4 s9)=0.698% p41(it2 s9)=0.698%
+[2026-10-08T15:25:13Z] attribution: hot reads by iteration it0=0.285% it1=0.284% it2=0.284% it3=0.284% it4=0.284% it5=0.285% it6=0.284% it7=0.284% ; by site s0=0.000% s1=0.174% s2=0.174% s3=0.000% s4=0.173% s5=0.702% s6=0.000% s7=0.700% s8=0.699% s9=0.701% s10=0.350% s11=0.175% s12=0.000% s13=0.174% s14=0.175% s15=0.349%
+[2026-10-08T15:25:13Z] site 0 (instr 1, src r1, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1228%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:25:13Z] site 1 (instr 2, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1743% (flat expectation 0.1228%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:25:13Z] site 2 (instr 12, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1744% (flat expectation 0.1228%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:25:13Z] site 3 (instr 13, src r1, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1228%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:25:13Z] site 4 (instr 16, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1735% (flat expectation 0.1228%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:25:13Z] site 5 (instr 18, src r7, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.7022% (flat expectation 0.1228%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:25:13Z] site 6 (instr 26, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1228%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:25:13Z] site 7 (instr 30, src r6, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.7004% (flat expectation 0.1228%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:25:13Z] site 8 (instr 37, src r5, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.6986% (flat expectation 0.1228%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:25:13Z] site 9 (instr 38, src r3, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.7011% (flat expectation 0.1228%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:25:13Z] site 10 (instr 41, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3498% (flat expectation 0.1228%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:25:13Z] site 11 (instr 42, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1750% (flat expectation 0.1228%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:25:13Z] site 12 (instr 48, src r1, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1228%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:25:13Z] site 13 (instr 54, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1740% (flat expectation 0.1228%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:25:13Z] site 14 (instr 55, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1747% (flat expectation 0.1228%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:25:13Z] site 15 (instr 58, src r4, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3488% (flat expectation 0.1228%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:25:13Z] attribution: item 0x6b7a96 (94 reads) read from positions p117(it7 s5)x5 p55(it3 s7)x5 p5(it0 s5)x5 p104(it6 s8)x5 p56(it3 s8)x4 p85(it5 s5)x4 p23(it1 s7)x3 p71(it4 s7)x3 p72(it4 s8)x3 p73(it4 s9)x3 p88(it5 s8)x3 p17(it1 s1)x2
+[2026-10-08T15:25:13Z] attribution: item 0x62c8ea (93 reads) read from positions p9(it0 s9)x4 p120(it7 s8)x4 p8(it0 s8)x3 p37(it2 s5)x3 p71(it4 s7)x3 p73(it4 s9)x3 p90(it5 s10)x3 p117(it7 s5)x3 p121(it7 s9)x2 p4(it0 s4)x2 p7(it0 s7)x2 p39(it2 s7)x2
+[2026-10-08T15:25:13Z] attribution: item 0x4af460 (90 reads) read from positions p101(it6 s5)x7 p9(it0 s9)x5 p121(it7 s9)x4 p53(it3 s5)x4 p89(it5 s9)x4 p21(it1 s5)x3 p24(it1 s8)x3 p111(it6 s15)x3 p117(it7 s5)x3 p10(it0 s10)x2 p31(it1 s15)x2 p36(it2 s4)x2
+[2026-10-08T15:25:13Z] attribution: item 0x7f08f0 (89 reads) read from positions p73(it4 s9)x4 p5(it0 s5)x4 p8(it0 s8)x3 p21(it1 s5)x3 p23(it1 s7)x3 p37(it2 s5)x3 p41(it2 s9)x3 p72(it4 s8)x3 p85(it5 s5)x3 p104(it6 s8)x3 p119(it7 s7)x3 p120(it7 s8)x3
+[2026-10-08T15:25:13Z] attribution: item 0x629b5d (89 reads) read from positions p39(it2 s7)x4 p56(it3 s8)x4 p71(it4 s7)x4 p117(it7 s5)x3 p8(it0 s8)x3 p88(it5 s8)x3 p103(it6 s7)x3 p5(it0 s5)x3 p110(it6 s14)x2 p25(it1 s9)x2 p37(it2 s5)x2 p9(it0 s9)x2
+[2026-10-08T15:25:13Z] attribution: item 0x59eb4e (89 reads) read from positions p104(it6 s8)x5 p9(it0 s9)x4 p24(it1 s8)x4 p7(it0 s7)x3 p11(it0 s11)x3 p25(it1 s9)x3 p65(it4 s1)x3 p87(it5 s7)x3 p90(it5 s10)x3 p106(it6 s10)x3 p21(it1 s5)x2 p39(it2 s7)x2
+[2026-10-08T15:25:13Z] attribution: item 0x74446f (88 reads) read from positions p57(it3 s9)x6 p8(it0 s8)x5 p104(it6 s8)x4 p23(it1 s7)x4 p56(it3 s8)x4 p71(it4 s7)x3 p5(it0 s5)x2 p9(it0 s9)x2 p26(it1 s10)x2 p33(it2 s1)x2 p37(it2 s5)x2 p69(it4 s5)x2
+[2026-10-08T15:25:13Z] attribution: item 0x68456e (88 reads) read from positions p5(it0 s5)x5 p14(it0 s14)x4 p37(it2 s5)x4 p69(it4 s5)x4 p7(it0 s7)x3 p39(it2 s7)x3 p40(it2 s8)x3 p53(it3 s5)x3 p57(it3 s9)x3 p73(it4 s9)x3 p79(it4 s15)x3 p85(it5 s5)x3
+[2026-10-08T15:25:13Z] hottest item p15-attack-f8 (0x6b7a96): 94 reads (0.0000% of all); predicted source none
+[2026-10-08T15:25:13Z] program p15-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:25:17Z] program p16-attack-f8: epoch seed 4669a744cb9d61ce7726b55161af58cd744a4f87577b5c554d24a724ce57c717 era seed 1fb56f757982f1ed48f3116975fae86462dfeb3d2c6cb3ab0f0820f1bcc661ee id 4cf44cb132916738 attempt 3 class mx8-era71245c67+sh256x27+state op mix load=16 mad=7 rotl=7 mul=6 shfl=6 sub=6 mulhi=5 xor=4 add=3 or=2 rotr=2; era stride mul 0xa6ea3eb1 rot 1 interleave [1, 4, 7, 10] windows 4:0:0 6:0:0 8:0:0 11:2:3 12:0:0 15:1:1 16:0:0 20:1:1 28:2:2 43:0:0 47:0:0 50:2:1 51:2:2 56:2:3 58:2:3 61:0:0
+[2026-10-08T15:25:17Z] window layer: site item windows (first, items) (0x0,2^24) (0x0,2^24) (0x0,2^24) (0xc00000,2^22) (0x0,2^24) (0x800000,2^23) (0x0,2^24) (0x800000,2^23) (0x800000,2^22) (0x0,2^24) (0x0,2^24) (0x400000,2^22) (0x800000,2^22) (0xc00000,2^22) (0xc00000,2^22) (0x0,2^24); expected reads per item by quarter 16.000 24.000 40.000 48.000 (flat uniform 32.000)
+[2026-10-08T15:26:49Z] 131072 warps (4194304 nonces) interpreted in 92.1 s (5.624 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:26:49Z] p16-attack-f8 distinct lines per hash: n 4194304 min 1014 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8704
+[2026-10-08T15:26:49Z] p16-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9994
+[2026-10-08T15:26:49Z] p16-attack-f8 distinct lines per warp: n 131072 min 32570 p1 32604 median 32636 p99 32664 max 32685 mean 32635.6688
+[2026-10-08T15:26:49Z] p16-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4228
+[2026-10-08T15:26:49Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:26:49Z] positions: largest hi16-bucket (256 items) share 0.0081% at p92 (iteration 5, site 12, instr 51); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 4)
+[2026-10-08T15:26:49Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p26 (site 10, instr 47); saturated sources at one position 0 of 2048 at p0 (site 0, instr 4); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:26:49Z] p16-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 88 (bin 14320100) z_max +9.90 min 0 z_min -5.66 chi2/dof 6.00288 chi2_z +14489.88 top0.1% 0.21824% top0.5% 1.02532% top1% 1.98823%
+[2026-10-08T15:26:49Z] p16-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00109 largest 40 (item 0x28215c) at +6.00 sigma smallest at -4.62; buckets64 chi2/dof 0.99759 largest 3322 (bucket 209534) at +4.51 sigma smallest at -4.52
+[2026-10-08T15:26:54Z] p16-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 85 (bin 14684479) z_max +9.37 min 0 z_min -5.66 chi2/dof 6.00013 chi2_z +14481.91 top0.1% 0.21818% top0.5% 1.02503% top1% 1.98775%
+[2026-10-08T15:26:54Z] p16-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99945 largest +6.00 sigma; buckets64 chi2/dof 1.00057 largest +5.10 smallest -4.25
+[2026-10-08T15:26:54Z] 6-sigma p16-attack-f8 items buckets64 against the window density: largest bucket +4.51 sigma, smallest -4.52 -> within 6 sigma
+[2026-10-08T15:26:54Z] hot-set p16-attack-f8 items (windowed control): f 0.1% S_f 0.21824% E_f(control) 0.21818% X_f +0.00006% X_f/f +0.0006 -> no hot set
+[2026-10-08T15:26:54Z] hot-set p16-attack-f8 items (windowed control): f 0.5% S_f 1.02532% E_f(control) 1.02503% X_f +0.00029% X_f/f +0.0006 -> no hot set
+[2026-10-08T15:26:54Z] hot-set p16-attack-f8 items (windowed control): f 1.0% S_f 1.98823% E_f(control) 1.98775% X_f +0.00048% X_f/f +0.0005 -> no hot set
+[2026-10-08T15:26:54Z] hot-set p16-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:27:03Z] p16-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 66 (bin 4690318) z_max +6.01 min 7 z_min -4.42 chi2/dof 1.00037 chi2_z +1.07 top0.1% 0.16465% top0.5% 0.77471% top1% 1.50172%
+[2026-10-08T15:27:03Z] hot-set p16-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.21824% E_f(control) 0.16465% X_f +0.05359% X_f/f +0.5359 -> no hot set
+[2026-10-08T15:27:03Z] hot-set p16-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 1.02532% E_f(control) 0.77471% X_f +0.25061% X_f/f +0.5012 -> no hot set
+[2026-10-08T15:27:03Z] hot-set p16-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.98823% E_f(control) 1.50172% X_f +0.48651% X_f/f +0.4865 -> no hot set
+[2026-10-08T15:27:03Z] hot-set p16-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:27:03Z] ratio p16-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0003x / 1.0003x / 1.0002x (gate 1.2x at 0.1%: within); over the FLAT control 1.3255x / 1.3235x / 1.3240x
+[2026-10-08T15:27:05Z] attribution: hot threshold count >= 67 marks 23404 items (0.1395% of items) holding 1615675 reads (0.3009% of reads); top 8 items t=0xda81e4:88 t=0xd427aa:86 t=0xf7454c:85 t=0xca5b1b:85 t=0xf9f5b9:84 t=0xd8d1fb:83 t=0xd63159:83 t=0xf385fd:82
+[2026-10-08T15:28:18Z] attribution: reads on hot items per position (flat expectation 0.1395% of each position's 4194304 reads); the 24 largest: p14(it0 s14)=0.801% p30(it1 s14)=0.800% p83(it5 s3)=0.798% p51(it3 s3)=0.797% p99(it6 s3)=0.797% p78(it4 s14)=0.796% p3(it0 s3)=0.796% p115(it7 s3)=0.796% p13(it0 s13)=0.795% p19(it1 s3)=0.795% p29(it1 s13)=0.794% p77(it4 s13)=0.794% p126(it7 s14)=0.793% p46(it2 s14)=0.793% p109(it6 s13)=0.793% p93(it5 s13)=0.792% p35(it2 s3)=0.792% p125(it7 s13)=0.792% p110(it6 s14)=0.791% p62(it3 s14)=0.790% p67(it4 s3)=0.789% p61(it3 s13)=0.789% p45(it2 s13)=0.786% p94(it5 s14)=0.784%
+[2026-10-08T15:28:18Z] attribution: hot reads by iteration it0=0.301% it1=0.302% it2=0.300% it3=0.301% it4=0.300% it5=0.301% it6=0.301% it7=0.301% ; by site s0=0.201% s1=0.201% s2=0.202% s3=0.795% s4=0.202% s5=0.402% s6=0.201% s7=0.402% s8=0.010% s9=0.201% s10=0.203% s11=0.000% s12=0.010% s13=0.792% s14=0.794% s15=0.201%
+[2026-10-08T15:28:18Z] site 0 (instr 4, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2006% (flat expectation 0.1395%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:28:18Z] site 1 (instr 6, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2009% (flat expectation 0.1395%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:28:18Z] site 2 (instr 8, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2018% (flat expectation 0.1395%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:28:18Z] site 3 (instr 11, src r2, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.7949% (flat expectation 0.1395%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:28:18Z] site 4 (instr 12, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2022% (flat expectation 0.1395%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:28:18Z] site 5 (instr 15, src r0, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.4020% (flat expectation 0.1395%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:28:18Z] site 6 (instr 16, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2005% (flat expectation 0.1395%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:28:18Z] site 7 (instr 20, src r1, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.4018% (flat expectation 0.1395%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:28:18Z] site 8 (instr 28, src r2, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0097% (flat expectation 0.1395%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:28:18Z] site 9 (instr 43, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2010% (flat expectation 0.1395%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:28:18Z] site 10 (instr 47, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2031% (flat expectation 0.1395%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:28:18Z] site 11 (instr 50, src r6, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1395%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:28:18Z] site 12 (instr 51, src r7, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0098% (flat expectation 0.1395%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:28:18Z] site 13 (instr 56, src r3, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.7919% (flat expectation 0.1395%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:28:18Z] site 14 (instr 58, src r7, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.7937% (flat expectation 0.1395%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:28:18Z] site 15 (instr 61, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2011% (flat expectation 0.1395%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:28:18Z] attribution: item 0xda81e4 (88 reads) read from positions p109(it6 s13)x6 p51(it3 s3)x5 p78(it4 s14)x5 p3(it0 s3)x4 p35(it2 s3)x4 p52(it3 s4)x4 p94(it5 s14)x4 p125(it7 s13)x4 p77(it4 s13)x3 p86(it5 s6)x3 p7(it0 s7)x2 p13(it0 s13)x2
+[2026-10-08T15:28:18Z] attribution: item 0xd427aa (86 reads) read from positions p13(it0 s13)x5 p29(it1 s13)x4 p33(it2 s1)x4 p35(it2 s3)x4 p115(it7 s3)x3 p7(it0 s7)x3 p46(it2 s14)x3 p78(it4 s14)x3 p3(it0 s3)x2 p14(it0 s14)x2 p15(it0 s15)x2 p30(it1 s14)x2
+[2026-10-08T15:28:18Z] attribution: item 0xf7454c (85 reads) read from positions p77(it4 s13)x6 p14(it0 s14)x4 p29(it1 s13)x4 p62(it3 s14)x4 p67(it4 s3)x4 p35(it2 s3)x3 p109(it6 s13)x3 p115(it7 s3)x2 p3(it0 s3)x2 p4(it0 s4)x2 p9(it0 s9)x2 p19(it1 s3)x2
+[2026-10-08T15:28:18Z] attribution: item 0xca5b1b (85 reads) read from positions p14(it0 s14)x4 p29(it1 s13)x4 p34(it2 s2)x3 p39(it2 s7)x3 p46(it2 s14)x3 p51(it3 s3)x3 p67(it4 s3)x3 p78(it4 s14)x3 p83(it5 s3)x3 p115(it7 s3)x3 p1(it0 s1)x2 p7(it0 s7)x2
+[2026-10-08T15:28:18Z] attribution: item 0xf9f5b9 (84 reads) read from positions p126(it7 s14)x3 p30(it1 s14)x3 p35(it2 s3)x3 p83(it5 s3)x3 p94(it5 s14)x3 p109(it6 s13)x3 p115(it7 s3)x3 p4(it0 s4)x2 p9(it0 s9)x2 p19(it1 s3)x2 p22(it1 s6)x2 p25(it1 s9)x2
+[2026-10-08T15:28:18Z] attribution: item 0xd8d1fb (83 reads) read from positions p78(it4 s14)x4 p110(it6 s14)x3 p14(it0 s14)x3 p23(it1 s7)x3 p99(it6 s3)x3 p61(it3 s13)x2 p19(it1 s3)x2 p29(it1 s13)x2 p41(it2 s9)x2 p51(it3 s3)x2 p3(it0 s3)x2 p62(it3 s14)x2
+[2026-10-08T15:28:18Z] attribution: item 0xd63159 (83 reads) read from positions p99(it6 s3)x4 p0(it0 s0)x3 p67(it4 s3)x3 p74(it4 s10)x3 p78(it4 s14)x3 p126(it7 s14)x2 p13(it0 s13)x2 p14(it0 s14)x2 p19(it1 s3)x2 p29(it1 s13)x2 p34(it2 s2)x2 p35(it2 s3)x2
+[2026-10-08T15:28:18Z] attribution: item 0xf385fd (82 reads) read from positions p126(it7 s14)x4 p119(it7 s7)x4 p3(it0 s3)x3 p33(it2 s1)x3 p55(it3 s7)x2 p13(it0 s13)x2 p14(it0 s14)x2 p15(it0 s15)x2 p17(it1 s1)x2 p35(it2 s3)x2 p37(it2 s5)x2 p51(it3 s3)x2
+[2026-10-08T15:28:18Z] hottest item p16-attack-f8 (0xda81e4): 88 reads (0.0000% of all); predicted source none
+[2026-10-08T15:28:18Z] program p16-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:28:22Z] program p17-attack-f8: epoch seed bd7dee6a4bcdcf98dbe2ead5be38b058506e34a471e7cb3d6d098e714026c5ca era seed 08e92a68484e201d6bf213a4fdd3fc948cab2146263794a223ce82f00210c11f id 4f03204222b80399 attempt 3 class mx8-eraf35a5184+sh256x27+state op mix load=16 add=8 mul=6 mad=5 mulhi=5 rotr=5 shfl=5 xor=5 rotl=4 or=3 sub=2; era stride mul 0xfb71a153 rot 7 interleave [2, 5, 8, 10] windows 1:1:0 6:1:1 17:2:2 22:1:1 31:2:3 32:2:2 34:0:0 35:0:0 37:0:0 38:0:0 40:1:0 43:0:0 55:1:0 56:2:1 57:0:0 60:2:1
+[2026-10-08T15:28:22Z] window layer: site item windows (first, items) (0x0,2^23) (0x800000,2^23) (0x800000,2^22) (0x800000,2^23) (0xc00000,2^22) (0x800000,2^22) (0x0,2^24) (0x0,2^24) (0x0,2^24) (0x0,2^24) (0x0,2^23) (0x0,2^24) (0x0,2^23) (0x400000,2^22) (0x0,2^24) (0x400000,2^22); expected reads per item by quarter 24.000 40.000 36.000 28.000 (flat uniform 32.000)
+[2026-10-08T15:30:02Z] 131072 warps (4194304 nonces) interpreted in 100.2 s (6.117 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:30:02Z] p17-attack-f8 distinct lines per hash: n 4194304 min 1014 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8711
+[2026-10-08T15:30:02Z] p17-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:30:02Z] p17-attack-f8 distinct lines per warp: n 131072 min 32567 p1 32605 median 32637 p99 32664 max 32685 mean 32636.2486
+[2026-10-08T15:30:02Z] p17-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4793
+[2026-10-08T15:30:02Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:30:02Z] positions: largest hi16-bucket (256 items) share 0.0078% at p20 (iteration 1, site 4, instr 31); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p114 (site 2, instr 17)
+[2026-10-08T15:30:02Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p28 (site 12, instr 55); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:30:03Z] p17-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 73 (bin 7503260) z_max +7.25 min 4 z_min -4.95 chi2/dof 2.24989 chi2_z +3620.07 top0.1% 0.18796% top0.5% 0.88100% top1% 1.70600%
+[2026-10-08T15:30:03Z] p17-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00047 largest 72 (item 0x823f24) at +6.00 sigma smallest at -4.50; buckets64 chi2/dof 1.00104 largest 2793 (bucket 124212) at +4.61 sigma smallest at -4.21
+[2026-10-08T15:30:06Z] p17-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 75 (bin 7034875) z_max +7.60 min 4 z_min -4.95 chi2/dof 2.24943 chi2_z +3618.73 top0.1% 0.18803% top0.5% 0.88101% top1% 1.70582%
+[2026-10-08T15:30:06Z] p17-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99938 largest +6.12 sigma; buckets64 chi2/dof 0.99885 largest +4.90 smallest -4.59
+[2026-10-08T15:30:06Z] 6-sigma p17-attack-f8 items buckets64 against the window density: largest bucket +4.61 sigma, smallest -4.21 -> within 6 sigma
+[2026-10-08T15:30:06Z] hot-set p17-attack-f8 items (windowed control): f 0.1% S_f 0.18796% E_f(control) 0.18803% X_f -0.00007% X_f/f -0.0007 -> no hot set
+[2026-10-08T15:30:06Z] hot-set p17-attack-f8 items (windowed control): f 0.5% S_f 0.88100% E_f(control) 0.88101% X_f -0.00001% X_f/f -0.0000 -> no hot set
+[2026-10-08T15:30:06Z] hot-set p17-attack-f8 items (windowed control): f 1.0% S_f 1.70600% E_f(control) 1.70582% X_f +0.00017% X_f/f +0.0002 -> no hot set
+[2026-10-08T15:30:06Z] hot-set p17-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:30:09Z] p17-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 69 (bin 6726383) z_max +6.54 min 7 z_min -4.42 chi2/dof 1.00021 chi2_z +0.59 top0.1% 0.16452% top0.5% 0.77431% top1% 1.50118%
+[2026-10-08T15:30:09Z] hot-set p17-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.18796% E_f(control) 0.16452% X_f +0.02344% X_f/f +0.2344 -> no hot set
+[2026-10-08T15:30:09Z] hot-set p17-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.88100% E_f(control) 0.77431% X_f +0.10669% X_f/f +0.2134 -> no hot set
+[2026-10-08T15:30:09Z] hot-set p17-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.70600% E_f(control) 1.50118% X_f +0.20481% X_f/f +0.2048 -> no hot set
+[2026-10-08T15:30:09Z] hot-set p17-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:30:09Z] ratio p17-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 0.9997x / 1.0000x / 1.0001x (gate 1.2x at 0.1%: within); over the FLAT control 1.1425x / 1.1378x / 1.1364x
+[2026-10-08T15:30:10Z] attribution: hot threshold count >= 58 marks 20412 items (0.1217% of items) holding 1219933 reads (0.2272% of reads); top 8 items t=0x727d9c:73 t=0x823f24:72 t=0x7b6d5e:72 t=0x788009:72 t=0x6ea983:72 t=0x6ea430:72 t=0x6c787c:72 t=0x5b3d0d:72
+[2026-10-08T15:30:33Z] attribution: reads on hot items per position (flat expectation 0.1217% of each position's 4194304 reads); the 24 largest: p127(it7 s15)=0.667% p95(it5 s15)=0.665% p29(it1 s13)=0.665% p15(it0 s15)=0.664% p61(it3 s13)=0.664% p125(it7 s13)=0.664% p111(it6 s15)=0.663% p79(it4 s15)=0.662% p47(it2 s15)=0.660% p31(it1 s15)=0.660% p109(it6 s13)=0.660% p63(it3 s15)=0.658% p45(it2 s13)=0.658% p77(it4 s13)=0.658% p93(it5 s13)=0.656% p13(it0 s13)=0.655% p28(it1 s12)=0.334% p124(it7 s12)=0.333% p92(it5 s12)=0.332% p64(it4 s0)=0.332% p112(it7 s0)=0.332% p32(it2 s0)=0.331% p12(it0 s12)=0.331% p90(it5 s10)=0.330%
+[2026-10-08T15:30:33Z] attribution: hot reads by iteration it0=0.227% it1=0.228% it2=0.226% it3=0.226% it4=0.228% it5=0.227% it6=0.227% it7=0.229% ; by site s0=0.329% s1=0.038% s2=0.075% s3=0.037% s4=0.000% s5=0.075% s6=0.183% s7=0.183% s8=0.183% s9=0.183% s10=0.328% s11=0.185% s12=0.330% s13=0.660% s14=0.184% s15=0.662%
+[2026-10-08T15:30:33Z] site 0 (instr 1, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3294% (flat expectation 0.1217%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:30:33Z] site 1 (instr 6, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0377% (flat expectation 0.1217%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:30:33Z] site 2 (instr 17, src r3, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0748% (flat expectation 0.1217%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:30:33Z] site 3 (instr 22, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0369% (flat expectation 0.1217%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:30:33Z] site 4 (instr 31, src r1, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0001% (flat expectation 0.1217%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:30:33Z] site 5 (instr 32, src r7, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0754% (flat expectation 0.1217%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:30:33Z] site 6 (instr 34, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1831% (flat expectation 0.1217%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:30:33Z] site 7 (instr 35, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1833% (flat expectation 0.1217%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:30:33Z] site 8 (instr 37, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1833% (flat expectation 0.1217%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:30:33Z] site 9 (instr 38, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1831% (flat expectation 0.1217%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:30:33Z] site 10 (instr 40, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3278% (flat expectation 0.1217%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:30:33Z] site 11 (instr 43, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1846% (flat expectation 0.1217%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:30:33Z] site 12 (instr 55, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3303% (flat expectation 0.1217%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:30:33Z] site 13 (instr 56, src r6, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.6599% (flat expectation 0.1217%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:30:33Z] site 14 (instr 57, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1835% (flat expectation 0.1217%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:30:33Z] site 15 (instr 60, src r3, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.6624% (flat expectation 0.1217%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:30:33Z] attribution: item 0x727d9c (73 reads) read from positions p108(it6 s12)x4 p13(it0 s13)x3 p29(it1 s13)x3 p6(it0 s6)x2 p9(it0 s9)x2 p15(it0 s15)x2 p16(it1 s0)x2 p32(it2 s0)x2 p45(it2 s13)x2 p47(it2 s15)x2 p80(it5 s0)x2 p86(it5 s6)x2
+[2026-10-08T15:30:33Z] attribution: item 0x823f24 (72 reads) read from positions p66(it4 s2)x5 p69(it4 s5)x4 p98(it6 s2)x4 p35(it2 s3)x3 p50(it3 s2)x3 p114(it7 s2)x3 p115(it7 s3)x3 p117(it7 s5)x3 p2(it0 s2)x2 p18(it1 s2)x2 p21(it1 s5)x2 p37(it2 s5)x2
+[2026-10-08T15:30:33Z] attribution: item 0x7b6d5e (72 reads) read from positions p47(it2 s15)x4 p63(it3 s15)x3 p76(it4 s12)x3 p77(it4 s13)x3 p79(it4 s15)x3 p6(it0 s6)x2 p10(it0 s10)x2 p11(it0 s11)x2 p14(it0 s14)x2 p15(it0 s15)x2 p16(it1 s0)x2 p38(it2 s6)x2
+[2026-10-08T15:30:33Z] attribution: item 0x788009 (72 reads) read from positions p95(it5 s15)x5 p108(it6 s12)x4 p0(it0 s0)x3 p16(it1 s0)x3 p45(it2 s13)x3 p61(it3 s13)x3 p80(it5 s0)x3 p93(it5 s13)x3 p127(it7 s15)x2 p42(it2 s10)x2 p64(it4 s0)x2 p76(it4 s12)x2
+[2026-10-08T15:30:33Z] attribution: item 0x6ea983 (72 reads) read from positions p77(it4 s13)x5 p16(it1 s0)x3 p29(it1 s13)x3 p32(it2 s0)x3 p58(it3 s10)x3 p63(it3 s15)x3 p64(it4 s0)x3 p90(it5 s10)x3 p127(it7 s15)x2 p23(it1 s7)x2 p45(it2 s13)x2 p47(it2 s15)x2
+[2026-10-08T15:30:33Z] attribution: item 0x6ea430 (72 reads) read from positions p29(it1 s13)x4 p61(it3 s13)x4 p16(it1 s0)x3 p47(it2 s15)x3 p95(it5 s15)x3 p109(it6 s13)x3 p6(it0 s6)x2 p31(it1 s15)x2 p42(it2 s10)x2 p44(it2 s12)x2 p45(it2 s13)x2 p58(it3 s10)x2
+[2026-10-08T15:30:33Z] attribution: item 0x6c787c (72 reads) read from positions p109(it6 s13)x4 p31(it1 s15)x3 p42(it2 s10)x3 p48(it3 s0)x3 p90(it5 s10)x3 p104(it6 s8)x2 p15(it0 s15)x2 p10(it0 s10)x2 p32(it2 s0)x2 p44(it2 s12)x2 p47(it2 s15)x2 p13(it0 s13)x2
+[2026-10-08T15:30:33Z] attribution: item 0x5b3d0d (72 reads) read from positions p86(it5 s6)x4 p124(it7 s12)x3 p13(it0 s13)x3 p77(it4 s13)x3 p10(it0 s10)x2 p125(it7 s13)x2 p28(it1 s12)x2 p29(it1 s13)x2 p30(it1 s14)x2 p31(it1 s15)x2 p48(it3 s0)x2 p54(it3 s6)x2
+[2026-10-08T15:30:33Z] hottest item p17-attack-f8 (0x727d9c): 73 reads (0.0000% of all); predicted source none
+[2026-10-08T15:30:33Z] program p17-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:30:33Z] SEED p2-attack-f8 id 962e2bf6fb15ad6f attempt 5 S0.1 0.21815% null0.1 0.21816% ratio 0.9999x S1.0 1.98772% null1.0 1.98784% hottest 0x1025c1:90 source none by-site s0=0.787% s1=0.199% s2=0.199% s3=0.200% s4=0.009% s5=0.000% s6=0.789% s7=0.396% s8=0.200% s9=0.398% s10=0.000% s11=0.398% s12=0.009% s13=0.200% s14=0.199% s15=0.786%
+[2026-10-08T15:30:33Z] SEED p3-attack-f8 id aa47ecd53f11f1f1 attempt 1 S0.1 0.21941% null0.1 0.21802% ratio 1.0064x S1.0 1.99423% null1.0 1.98508% hottest 0xdcbe4d:91 source none by-site s0=0.154% s1=0.619% s2=0.309% s3=0.155% s4=0.155% s5=0.155% s6=0.000% s7=0.310% s8=0.366% s9=0.000% s10=0.000% s11=0.000% s12=0.000% s13=0.310% s14=0.621% s15=0.619%
+[2026-10-08T15:30:33Z] SEED p4-attack-f8 id df23ce8899457b03 attempt 0 S0.1 0.23692% null0.1 0.21049% ratio 1.1255x S1.0 2.08363% null1.0 1.91286% hottest 0x400197:111 source none by-site s0=0.152% s1=1.554% s2=0.153% s3=0.305% s4=0.611% s5=0.154% s6=0.308% s7=0.152% s8=0.000% s9=0.000% s10=0.000% s11=0.000% s12=0.152% s13=0.613% s14=0.307% s15=0.000%
+[2026-10-08T15:30:33Z] SEED p5-attack-f8 id 9707dece9d7ee41a attempt 0 S0.1 0.22553% null0.1 0.22570% ratio 0.9993x S1.0 2.05701% null1.0 2.05792% hottest 0x3fb5c1:91 source none by-site s0=0.154% s1=0.000% s2=0.153% s3=0.155% s4=0.310% s5=0.000% s6=0.153% s7=0.307% s8=0.310% s9=0.615% s10=0.619% s11=0.154% s12=0.617% s13=0.000% s14=0.000% s15=0.308%
+[2026-10-08T15:30:33Z] SEED p6-attack-f8 id 04a00a41845b9f8a attempt 6 S0.1 0.18066% null0.1 0.18054% ratio 1.0007x S1.0 1.64147% null1.0 1.63972% hottest 0x8a55dd:73 source none by-site s0=0.560% s1=0.280% s2=0.061% s3=0.066% s4=0.061% s5=0.560% s6=0.170% s7=0.280% s8=0.000% s9=0.171% s10=0.069% s11=0.171% s12=0.559% s13=0.061% s14=0.057% s15=0.056%
+[2026-10-08T15:30:33Z] SEED p7-attack-f8 id cf0db8d386288d94 attempt 1 S0.1 0.21139% null0.1 0.21035% ratio 1.0050x S1.0 1.92110% null1.0 1.91438% hottest 0x41839f:85 source none by-site s0=0.000% s1=0.010% s2=0.010% s3=0.191% s4=0.755% s5=0.752% s6=0.000% s7=0.191% s8=0.192% s9=0.381% s10=0.191% s11=0.192% s12=0.191% s13=0.231% s14=0.752% s15=0.381%
+[2026-10-08T15:30:33Z] SEED p8-attack-f8 id 6208366b08849a5e attempt 2 S0.1 0.31957% null0.1 0.24822% ratio 1.2875x S1.0 2.79988% null1.0 2.27297% hottest 0x8208a2:128 source none by-site s0=0.134% s1=0.269% s2=0.134% s3=0.536% s4=0.268% s5=0.135% s6=0.941% s7=0.267% s8=0.000% s9=0.000% s10=0.537% s11=0.000% s12=0.135% s13=0.657% s14=1.609% s15=0.000%
+[2026-10-08T15:30:33Z] SEED p9-attack-f8 id b2dddc4559b3138a attempt 8 S0.1 0.24838% null0.1 0.24815% ratio 1.0009x S1.0 2.27483% null1.0 2.27323% hottest 0x72ab5c:99 source none by-site s0=0.326% s1=0.326% s2=0.326% s3=0.326% s4=0.162% s5=0.653% s6=0.650% s7=0.163% s8=0.163% s9=0.649% s10=0.165% s11=0.000% s12=0.166% s13=0.326% s14=0.165% s15=0.000%
+[2026-10-08T15:30:33Z] SEED p10-attack-f8 id 58c71101a7b7d5ad attempt 0 S0.1 0.22744% null0.1 0.17651% ratio 1.2885x S1.0 1.83788% null1.0 1.60367% hottest 0x40019d:103 source none by-site s0=0.000% s1=0.000% s2=0.125% s3=0.000% s4=0.124% s5=0.001% s6=0.124% s7=0.498% s8=2.106% s9=0.000% s10=0.001% s11=0.248% s12=0.248% s13=0.124% s14=0.250% s15=0.000%
+[2026-10-08T15:30:33Z] SEED p11-attack-f8 id cd1058004d0c9b1d attempt 3 S0.1 0.18425% null0.1 0.18430% ratio 0.9997x S1.0 1.67821% null1.0 1.67843% hottest 0xe2a100:76 source none by-site s0=0.365% s1=0.184% s2=0.186% s3=0.185% s4=0.184% s5=0.001% s6=0.186% s7=0.184% s8=0.182% s9=0.372% s10=0.366% s11=0.186% s12=0.185% s13=0.372% s14=0.185% s15=0.184%
+[2026-10-08T15:30:33Z] SEED p12-attack-f8 id ad795ba21d6ff0bc attempt 1 S0.1 0.21055% null0.1 0.21026% ratio 1.0014x S1.0 1.91311% null1.0 1.91236% hottest 0xa03643:82 source none by-site s0=0.173% s1=0.000% s2=0.694% s3=0.174% s4=0.174% s5=0.000% s6=0.000% s7=0.696% s8=0.694% s9=0.000% s10=0.693% s11=0.347% s12=0.000% s13=0.349% s14=0.000% s15=0.000%
+[2026-10-08T15:30:33Z] SEED p13-attack-f8 id 0a0a78f59eb4bf54 attempt 0 S0.1 0.20138% null0.1 0.20281% ratio 0.9929x S1.0 1.82882% null1.0 1.84131% hottest 0x349bfd:83 source none by-site s0=0.740% s1=0.188% s2=0.740% s3=0.187% s4=0.189% s5=0.000% s6=0.741% s7=0.001% s8=0.152% s9=0.001% s10=0.377% s11=0.012% s12=0.012% s13=0.188% s14=0.376% s15=0.189%
+[2026-10-08T15:30:33Z] SEED p14-attack-f8 id 5892fffcaf6cda37 attempt 4 S0.1 0.19219% null0.1 0.19216% ratio 1.0002x S1.0 1.75411% null1.0 1.75419% hottest 0x9b1a40:75 source none by-site s0=0.000% s1=0.221% s2=0.442% s3=0.221% s4=0.440% s5=0.221% s6=0.441% s7=0.000% s8=0.443% s9=0.221% s10=0.441% s11=0.441% s12=0.000% s13=0.220% s14=0.220% s15=0.444%
+[2026-10-08T15:30:33Z] SEED p15-attack-f8 id 30b1327a371d26db attempt 4 S0.1 0.23296% null0.1 0.23308% ratio 0.9995x S1.0 2.12896% null1.0 2.12857% hottest 0x6b7a96:94 source none by-site s0=0.000% s1=0.174% s2=0.174% s3=0.000% s4=0.173% s5=0.702% s6=0.000% s7=0.700% s8=0.699% s9=0.701% s10=0.350% s11=0.175% s12=0.000% s13=0.174% s14=0.175% s15=0.349%
+[2026-10-08T15:30:33Z] SEED p16-attack-f8 id 4cf44cb132916738 attempt 3 S0.1 0.21824% null0.1 0.21818% ratio 1.0003x S1.0 1.98823% null1.0 1.98775% hottest 0xda81e4:88 source none by-site s0=0.201% s1=0.201% s2=0.202% s3=0.795% s4=0.202% s5=0.402% s6=0.201% s7=0.402% s8=0.010% s9=0.201% s10=0.203% s11=0.000% s12=0.010% s13=0.792% s14=0.794% s15=0.201%
+[2026-10-08T15:30:33Z] SEED p17-attack-f8 id 4f03204222b80399 attempt 3 S0.1 0.18796% null0.1 0.18803% ratio 0.9997x S1.0 1.70600% null1.0 1.70582% hottest 0x727d9c:73 source none by-site s0=0.329% s1=0.038% s2=0.075% s3=0.037% s4=0.000% s5=0.075% s6=0.183% s7=0.183% s8=0.183% s9=0.183% s10=0.328% s11=0.185% s12=0.330% s13=0.660% s14=0.184% s15=0.662%
+[2026-10-08T15:30:33Z] CENSUS FAIL: 16 seeds at 4194304 nonces, 2 over 1.2x of the window model at the top 0.1%: p8-attack-f8(1.287x) p10-attack-f8(1.289x)
+[2026-10-08T15:30:33Z] SEED CENSUS: 16 programs at 4194304 nonces each: hot set (X_f >= f, windowed control) in 0; top 0.1% beyond 1.2x of the window-model control in 2; windowed buckets64 beyond 6 sigma in 4; acceptance-style most-repeated address at one position >= 3 / 11 / 21 of 2048 in 0 / 0 / 0; saturated sources at one position >= 3 / 11 / 21 of 2048 in 0 / 0 / 0
+[2026-10-08T15:30:33Z] SEED CENSUS top: p8-attack-f8 id 6208366b08849a5e attempt 2 ratio_0.1% window 1.287x flat 1.943x X_0.1% +0.0714% X_1% +0.5269% hot 0 z_w +34.6 max bucket share 0.0208% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:30:33Z] SEED CENSUS top: p10-attack-f8 id 58c71101a7b7d5ad attempt 0 ratio_0.1% window 1.289x flat 1.383x X_0.1% +0.0509% X_1% +0.2342% hot 0 z_w +51.4 max bucket share 0.0365% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:30:33Z] SEED CENSUS top: p4-attack-f8 id df23ce8899457b03 attempt 0 ratio_0.1% window 1.126x flat 1.439x X_0.1% +0.0264% X_1% +0.1708% hot 0 z_w +35.5 max bucket share 0.0290% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:30:33Z] SEED CENSUS top: p3-attack-f8 id aa47ecd53f11f1f1 attempt 1 ratio_0.1% window 1.006x flat 1.333x X_0.1% +0.0014% X_1% +0.0091% hot 0 z_w +4.7 max bucket share 0.0081% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:30:33Z] SEED CENSUS top: p7-attack-f8 id cf0db8d386288d94 attempt 1 ratio_0.1% window 1.005x flat 1.285x X_0.1% +0.0010% X_1% +0.0067% hot 0 z_w +6.6 max bucket share 0.0080% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:30:33Z] SEED CENSUS top: p12-attack-f8 id ad795ba21d6ff0bc attempt 1 ratio_0.1% window 1.001x flat 1.278x X_0.1% +0.0003% X_1% +0.0008% hot 0 z_w +5.0 max bucket share 0.0080% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:30:33Z] SEED CENSUS top: p9-attack-f8 id b2dddc4559b3138a attempt 8 ratio_0.1% window 1.001x flat 1.508x X_0.1% +0.0002% X_1% +0.0016% hot 0 z_w +5.5 max bucket share 0.0079% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:30:33Z] SEED CENSUS top: p6-attack-f8 id 04a00a41845b9f8a attempt 6 ratio_0.1% window 1.001x flat 1.098x X_0.1% +0.0001% X_1% +0.0018% hot 0 z_w +5.3 max bucket share 0.0088% max sat share 0.0000% acc addr 1 acc sat 0
+[2026-10-08T15:30:33Z] SEED CENSUS top: p16-attack-f8 id 4cf44cb132916738 attempt 3 ratio_0.1% window 1.000x flat 1.325x X_0.1% +0.0001% X_1% +0.0005% hot 0 z_w +4.5 max bucket share 0.0081% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:30:33Z] SEED CENSUS top: p14-attack-f8 id 5892fffcaf6cda37 attempt 4 ratio_0.1% window 1.000x flat 1.168x X_0.1% +0.0000% X_1% -0.0001% hot 0 z_w +4.4 max bucket share 0.0080% max sat share 0.0000% acc addr 2 acc sat 0
+lease: released 8 pool cores after 2879 s, exit 0

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/run.txt

@@ -0,0 +1 @@
+# pack dry-v5-dn3 class mx8+sh256x27+state epoch 4020cb4382e3fe4b281c817c02582e147d8f851f566ae9172b28912b8e68b925 day 69676e65756d2d6461792ffd50000000000000 era 4020cb4382e3fe4b281c817c02582e147d8f851f566ae9172b28912b8e68b925 state /srv/builds/v6-census/packs/v5-dn3-epoch0/state.igsd1 day-index 20733 era-widths 4 bin d2312aa3effc1e9f f8 d8f3155dbadcd57f host igneum-build-4 start 2026-10-08T14:42:27Z

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/show.txt

@@ -0,0 +1,67 @@
+seed "igneum-epoch/4020cb4382e3fe4b281c817c02582e147d8f851f566ae9172b28912b8e68b925" generator v5 class mx8-eraaf3a9139+sh256x27+state attempt 0 program id e5a4ac5978462156 seed words be8c5a0c 7646e626 508e29d0 fb8a5b4a 53c50955 685d62fc 6065c013 881096eb
+op mix load=16 add=11 shfl=7 mad=6 xor=6 mul=4 mulhi=4 rotr=4 rotl=3 sub=2 or=1 loads/hash 128 bytes/hash 512
+era af3a9139 (igneum-era/0/4020cb4382e3fe4b281c817c02582e147d8f851f566ae9172b28912b8e68b925): width 4 B, stride mul 0x2cb18b35 rot 9, interleave [1, 9, 13, 14], windows (site:shrink:offset) 3:0:0 8:2:2 14:1:0 15:0:0 20:1:1 26:1:1 28:1:1 35:0:0 40:2:3 43:1:0 47:1:1 49:0:0 52:2:3 53:0:0 61:1:1 62:1:1
+ 0: sub   dst=6 src=3 src2=3 imm=0x77dfbe60 imm2=0x404c8b9c rot=24 bit=8 mask=2
+ 1: or    dst=2 src=6 src2=7 imm=0xb2e79058 imm2=0xc2485073 rot=21 bit=23 mask=8
+ 2: add   dst=4 src=0 src2=6 imm=0x1a579b38 imm2=0x7731324b rot=6 bit=4 mask=2
+ 3: load  dst=3 src=6 src2=0 imm=0x683f5bc5 imm2=0xc8a218fe rot=25 bit=4 mask=1
+ 4: shfl  dst=0 src=6 src2=4 imm=0x4d7cdcbb imm2=0x1a5bf1a4 rot=8 bit=28 mask=1
+ 5: xor   dst=4 src=1 src2=0 imm=0xa2b86827 imm2=0x94a44439 rot=21 bit=22 mask=2
+ 6: mad   dst=3 src=5 src2=3 imm=0x58a4ea3f imm2=0x467879fa rot=6 bit=31 mask=8
+ 7: mul   dst=1 src=6 src2=1 imm=0x31fcc19c imm2=0x176cb88f rot=1 bit=11 mask=1
+ 8: load  dst=2 src=0 src2=3 imm=0x89b12386 imm2=0x661ed5e5 rot=11 bit=13 mask=2
+ 9: xor   dst=0 src=4 src2=1 imm=0x69150105 imm2=0x8e1f04b9 rot=3 bit=30 mask=2
+10: add   dst=0 src=7 src2=5 imm=0xee083919 imm2=0xb10fcef8 rot=9 bit=30 mask=16
+11: mulhi dst=0 src=2 src2=3 imm=0x99ac7c83 imm2=0x34eb2845 rot=18 bit=12 mask=16
+12: xor   dst=5 src=4 src2=0 imm=0x97cfc887 imm2=0x0458f053 rot=28 bit=24 mask=2
+13: mad   dst=7 src=3 src2=0 imm=0x503e87b4 imm2=0x2c5d2617 rot=3 bit=15 mask=1
+14: load  dst=3 src=4 src2=4 imm=0xfae98035 imm2=0x6c127281 rot=19 bit=29 mask=4
+15: load  dst=2 src=5 src2=2 imm=0x67601ed5 imm2=0x3c546ed1 rot=28 bit=28 mask=4
+16: shfl  dst=7 src=5 src2=6 imm=0x7789be79 imm2=0x87496b8e rot=22 bit=2 mask=16
+17: mul   dst=7 src=6 src2=2 imm=0x559099bb imm2=0x6a72e1a6 rot=1 bit=11 mask=16
+18: mad   dst=2 src=3 src2=1 imm=0x4f5bae5e imm2=0x4c8c5762 rot=27 bit=31 mask=4
+19: rotr  dst=5 src=2 src2=4 imm=0x5dc5e6bf imm2=0x36bc207d rot=9 bit=4 mask=2
+20: load  dst=5 src=3 src2=7 imm=0x4a278885 imm2=0xcd1044b0 rot=30 bit=0 mask=4
+21: shfl  dst=6 src=4 src2=3 imm=0x48b94ffc imm2=0xd8e14d80 rot=2 bit=31 mask=16
+22: mulhi dst=1 src=2 src2=7 imm=0x47bd8492 imm2=0x28fa8d0b rot=19 bit=26 mask=4
+23: xor   dst=6 src=5 src2=1 imm=0x4ed6baf4 imm2=0xa8c31f74 rot=30 bit=2 mask=2
+24: mad   dst=5 src=2 src2=0 imm=0x6174747d imm2=0xfc912524 rot=18 bit=29 mask=2
+25: mad   dst=6 src=3 src2=7 imm=0x113a6442 imm2=0xbe52ec57 rot=15 bit=15 mask=1
+26: load  dst=6 src=5 src2=1 imm=0x9d3eb1cc imm2=0x375c73bb rot=29 bit=7 mask=8
+27: mad   dst=1 src=5 src2=5 imm=0x150088c3 imm2=0x7f17e789 rot=8 bit=25 mask=8
+28: load  dst=0 src=6 src2=3 imm=0x4b412223 imm2=0x9192ceeb rot=16 bit=28 mask=1
+29: add   dst=7 src=4 src2=6 imm=0xd5e6c37c imm2=0x0b1f02c7 rot=2 bit=7 mask=8
+30: add   dst=7 src=0 src2=6 imm=0x4e45ba51 imm2=0x2d6e8bd1 rot=7 bit=0 mask=8
+31: xor   dst=0 src=2 src2=7 imm=0xef601d89 imm2=0x805402db rot=7 bit=28 mask=2
+32: add   dst=6 src=2 src2=3 imm=0x1c91b2a1 imm2=0x351422d2 rot=1 bit=13 mask=2
+33: mulhi dst=4 src=5 src2=7 imm=0x7cf21567 imm2=0x1075ee0d rot=26 bit=17 mask=16
+34: rotr  dst=3 src=5 src2=6 imm=0x60d8f191 imm2=0x40523707 rot=3 bit=10 mask=4
+35: load  dst=3 src=0 src2=5 imm=0xb1dc3f6e imm2=0x74440531 rot=21 bit=10 mask=1
+36: rotl  dst=4 src=6 src2=4 imm=0xf0d17569 imm2=0xd281fd01 rot=13 bit=4 mask=8
+37: add   dst=6 src=1 src2=6 imm=0x3f2970f7 imm2=0x64a28251 rot=4 bit=7 mask=8
+38: mul   dst=2 src=0 src2=3 imm=0x6463770c imm2=0xb85d603f rot=27 bit=1 mask=1
+39: add   dst=3 src=4 src2=3 imm=0x3b7b3317 imm2=0x7378c955 rot=28 bit=15 mask=2
+40: load  dst=0 src=7 src2=3 imm=0xd0fb5982 imm2=0x2e4d31a8 rot=25 bit=27 mask=4
+41: xor   dst=6 src=5 src2=0 imm=0xe96a9e6e imm2=0x8d73cc3e rot=17 bit=11 mask=16
+42: add   dst=3 src=0 src2=6 imm=0x6678b059 imm2=0xb31f6a64 rot=11 bit=2 mask=2
+43: load  dst=7 src=3 src2=2 imm=0x65a841c5 imm2=0x6aae1403 rot=9 bit=9 mask=1
+44: shfl  dst=3 src=7 src2=6 imm=0x650ba38d imm2=0x07218508 rot=12 bit=13 mask=4
+45: mulhi dst=1 src=5 src2=7 imm=0x18736788 imm2=0x9f820eed rot=13 bit=29 mask=1
+46: rotl  dst=0 src=1 src2=5 imm=0x48deba75 imm2=0xefc508fa rot=6 bit=6 mask=2
+47: load  dst=1 src=7 src2=4 imm=0x28a04384 imm2=0xc67cb0ac rot=5 bit=5 mask=2
+48: add   dst=4 src=0 src2=5 imm=0x43095946 imm2=0x5feccee6 rot=22 bit=17 mask=1
+49: load  dst=2 src=0 src2=2 imm=0x3e78cdd8 imm2=0x7c170311 rot=10 bit=5 mask=16
+50: sub   dst=2 src=3 src2=7 imm=0xaff0cdb2 imm2=0xde0b7ee0 rot=21 bit=11 mask=8
+51: add   dst=7 src=2 src2=1 imm=0xf45ecdf8 imm2=0x26e2b582 rot=28 bit=24 mask=4
+52: load  dst=5 src=7 src2=7 imm=0x67353e69 imm2=0xb2d56082 rot=27 bit=14 mask=2
+53: load  dst=6 src=3 src2=1 imm=0x5a58c787 imm2=0x53a0467b rot=6 bit=16 mask=16
+54: shfl  dst=7 src=5 src2=4 imm=0x3c237ad5 imm2=0xf2681187 rot=14 bit=26 mask=4
+55: rotr  dst=1 src=2 src2=3 imm=0x1c25c077 imm2=0x125de1ff rot=13 bit=13 mask=2
+56: shfl  dst=0 src=5 src2=0 imm=0x6465afe2 imm2=0x23b41d56 rot=31 bit=28 mask=16
+57: rotl  dst=5 src=0 src2=2 imm=0xa427ff6e imm2=0x014a0deb rot=12 bit=28 mask=8
+58: add   dst=5 src=3 src2=7 imm=0x6b4f35e8 imm2=0x473b1718 rot=25 bit=4 mask=8
+59: rotr  dst=4 src=1 src2=3 imm=0x66cc96ef imm2=0xcb8c8e56 rot=7 bit=6 mask=4
+60: shfl  dst=4 src=5 src2=5 imm=0x461bbf9f imm2=0xc1ffd350 rot=19 bit=2 mask=1
+61: load  dst=7 src=0 src2=1 imm=0x4d893571 imm2=0x5583e644 rot=19 bit=19 mask=8
+62: load  dst=5 src=7 src2=3 imm=0x7a9049b4 imm2=0xbb7ebdf8 rot=15 bit=11 mask=8
+63: mul   dst=4 src=1 src2=7 imm=0xe7ae8a83 imm2=0x1ded64e8 rot=21 bit=1 mask=8

docs/analysis/class-v6/logs/census-packs/dry-v5-dn3/sitestats.tsv

@@ -0,0 +1,20 @@
+program id e5a4ac5978462156 class mx8-eraaf3a9139+sh256x27+state attempt 0 generator v5
+rule: ACCEPTED, distinct 128.000 per hash, saturated 0, bias max 58
+site	instr	win	off	width	distinct	ratio	under_c2	under_c3	bucket_ratio	bucket_z	bucket_id	bit_z	bit	top_count
+0	3	0	0	1	1045725	0.99923	0	0	2.375	5.50	14336	-447.63	9	3
+1	8	2	2	1	1040295	0.99991	0	0	1.641	5.12	45816	-1.72	0	3
+2	14	1	0	1	1044477	1.00000	0	0	1.750	4.24	1134	1.58	1	3
+3	15	0	0	1	1046530	1.00000	0	0	2.188	4.75	22667	-2.18	15	3
+4	20	1	1	1	1044399	0.99992	0	0	1.781	4.42	41856	-2.00	5	3
+5	26	1	1	1	1044584	1.00010	0	0	1.781	4.42	56075	2.55	15	3
+6	28	1	1	1	1044568	1.00008	0	0	1.750	4.24	34625	1.94	3	3
+7	35	0	0	1	1046573	1.00004	0	0	2.250	5.00	14873	2.24	22	3
+8	40	2	3	1	1040408	1.00002	0	0	1.562	4.50	49190	3.42	1	3
+9	43	1	0	1	1044441	0.99996	0	0	1.812	4.60	13297	3.28	15	3
+10	47	1	1	1	1044553	1.00007	0	0	1.812	4.60	40281	-2.14	2	3
+11	49	0	0	1	1046573	1.00004	0	0	2.312	5.25	18136	2.58	13	3
+12	52	2	3	1	1040352	0.99997	0	0	1.469	3.75	60022	-2.85	4	4
+13	53	0	0	1	1046504	0.99998	0	0	2.250	5.00	21997	-2.31	6	3
+14	61	1	1	1	1044488	1.00001	0	0	1.844	4.77	38264	-2.00	25	3
+15	62	1	1	1	1044503	1.00002	0	0	1.875	4.95	54101	1.79	11	3
+summary: sites 16, min ratio 0.99923, under 0.98: 0, under 0.995: 0, bucket z max 5.50, bit z max -447.63, sites over 6 sigma 1, 4.2 s

docs/analysis/class-v6/logs/census-packs/hl-v6-all/census.tsv

@@ -0,0 +1,259 @@
+# census class mx8+sh256x27+state+reg64c+fold+rw eras [0] seeds 256 era-widths 4 state /srv/builds/v6-census/packs/node1-state.igsd1 erahex edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07 weights base bittest off bin 5a221e560517b2d6 start 2026-10-08T16:12:44Z host igneum-build-4 threads 16
+cand	era	seed	candidates	accepted	attempt	bit_z	bit_site	bit_bit	reasons
+census	0	11	1	1	0	nan	-	-	
+census	0	12	2	1	1	nan	-	-	a'=1;
+census	0	4	1	1	0	nan	-	-	
+census	0	1	1	1	0	nan	-	-	
+census	0	0	1	1	0	2.9	15	9	
+census	0	10	1	1	0	3.6	1	2	
+census	0	9	1	1	0	3.1	13	19	
+census	0	5	1	1	0	3.7	8	11	
+census	0	17	2	1	1	3.9	4	0	a'=1;
+census	0	22	1	1	0	nan	-	-	
+census	0	13	2	1	1	nan	-	-	a'=1;
+census	0	3	1	1	0	3.1	4	9	
+census	0	14	1	1	0	3.5	11	6	
+census	0	8	1	1	0	nan	-	-	
+census	0	18	1	1	0	nan	-	-	
+census	0	20	1	1	0	nan	-	-	
+census	0	15	1	1	0	nan	-	-	
+census	0	27	1	1	0	3.2	5	17	
+census	0	2	1	1	0	3.2	9	20	
+census	0	21	1	1	0	2.9	10	7	
+census	0	25	1	1	0	nan	-	-	
+census	0	34	1	1	0	nan	-	-	
+census	0	6	3	1	2	3.2	2	24	b=1;a'=1;
+census	0	33	1	1	0	nan	-	-	
+census	0	36	1	1	0	3.1	0	11	
+census	0	31	1	1	0	3.3	10	24	
+census	0	30	1	1	0	2.9	13	3	
+census	0	28	1	1	0	3.2	5	14	
+census	0	41	1	1	0	3.4	12	8	
+census	0	32	2	1	1	nan	-	-	a'=1;
+census	0	37	1	1	0	3.0	4	8	
+census	0	35	1	1	0	3.3	12	11	
+census	0	39	1	1	0	nan	-	-	
+census	0	43	1	1	0	nan	-	-	
+census	0	48	1	1	0	nan	-	-	
+census	0	38	1	1	0	nan	-	-	
+census	0	45	1	1	0	3.2	4	15	
+census	0	44	1	1	0	3.4	8	20	
+census	0	16	1	1	0	2.8	2	15	
+census	0	7	1	1	0	3.9	6	1	
+census	0	19	1	1	0	3.0	1	0	
+census	0	23	1	1	0	2.9	6	23	
+census	0	40	1	1	0	3.1	15	25	
+census	0	42	1	1	0	3.5	9	20	
+census	0	24	1	1	0	3.3	9	8	
+census	0	26	2	1	1	3.0	3	17	a'=1;
+census	0	29	1	1	0	3.1	15	20	
+census	0	46	2	1	1	2.8	12	19	a=1;
+census	0	47	1	1	0	3.9	0	17	
+census	0	49	2	1	1	nan	-	-	a'=1;
+census	0	51	1	1	0	2.9	1	13	
+census	0	50	1	1	0	3.1	5	21	
+census	0	57	1	1	0	nan	-	-	
+census	0	55	1	1	0	3.2	11	22	
+census	0	54	1	1	0	2.9	2	21	
+census	0	59	1	1	0	nan	-	-	
+census	0	56	1	1	0	2.7	10	25	
+census	0	53	1	1	0	nan	-	-	
+census	0	52	1	1	0	nan	-	-	
+census	0	62	1	1	0	nan	-	-	
+census	0	61	1	1	0	nan	-	-	
+census	0	65	1	1	0	nan	-	-	
+census	0	63	1	1	0	2.8	11	4	
+census	0	64	1	1	0	nan	-	-	
+census	0	67	1	1	0	3.5	1	19	
+census	0	58	1	1	0	3.4	12	15	
+census	0	73	1	1	0	3.1	11	1	
+census	0	72	1	1	0	3.2	7	14	
+census	0	71	1	1	0	nan	-	-	
+census	0	66	1	1	0	3.1	8	20	
+census	0	74	1	1	0	3.2	13	13	
+census	0	75	2	1	1	nan	-	-	a'=1;
+census	0	77	1	1	0	nan	-	-	
+census	0	70	1	1	0	3.4	4	24	
+census	0	69	1	1	0	nan	-	-	
+census	0	68	1	1	0	3.4	5	21	
+census	0	78	1	1	0	nan	-	-	
+census	0	86	1	1	0	3.4	2	24	
+census	0	76	1	1	0	3.2	6	3	
+census	0	83	1	1	0	3.6	7	10	
+census	0	93	1	1	0	nan	-	-	
+census	0	87	1	1	0	3.8	0	4	
+census	0	92	1	1	0	nan	-	-	
+census	0	90	1	1	0	nan	-	-	
+census	0	84	1	1	0	nan	-	-	
+census	0	79	1	1	0	3.3	14	19	
+census	0	88	2	1	1	nan	-	-	a'=1;
+census	0	60	1	1	0	3.0	9	0	
+census	0	81	1	1	0	nan	-	-	
+census	0	80	1	1	0	nan	-	-	
+census	0	95	1	1	0	2.8	5	1	
+census	0	97	1	1	0	2.7	5	7	
+census	0	98	1	1	0	nan	-	-	
+census	0	94	1	1	0	nan	-	-	
+census	0	91	1	1	0	nan	-	-	
+census	0	99	1	1	0	3.1	11	14	
+census	0	101	1	1	0	3.5	12	24	
+census	0	105	1	1	0	nan	-	-	
+census	0	103	1	1	0	nan	-	-	
+census	0	108	1	1	0	nan	-	-	
+census	0	82	2	1	1	nan	-	-	a=1;
+census	0	106	1	1	0	3.0	13	8	
+census	0	100	1	1	0	nan	-	-	
+census	0	114	1	1	0	3.1	1	24	
+census	0	109	1	1	0	2.8	12	18	
+census	0	110	1	1	0	nan	-	-	
+census	0	96	1	1	0	nan	-	-	
+census	0	115	1	1	0	2.9	4	0	
+census	0	116	1	1	0	nan	-	-	
+census	0	120	1	1	0	2.6	5	2	
+census	0	112	1	1	0	nan	-	-	
+census	0	111	1	1	0	3.4	2	11	
+census	0	89	1	1	0	3.3	1	1	
+census	0	119	1	1	0	3.1	2	8	
+census	0	117	2	1	1	3.0	1	12	a'=1;
+census	0	113	1	1	0	3.8	14	8	
+census	0	107	1	1	0	3.3	4	23	
+census	0	118	1	1	0	3.4	4	1	
+census	0	124	1	1	0	nan	-	-	
+census	0	102	1	1	0	nan	-	-	
+census	0	126	1	1	0	nan	-	-	
+census	0	104	1	1	0	3.2	4	6	
+census	0	125	1	1	0	nan	-	-	
+census	0	122	1	1	0	2.8	1	4	
+census	0	85	1	1	0	3.3	13	16	
+census	0	129	1	1	0	4.0	4	10	
+census	0	127	1	1	0	3.1	0	22	
+census	0	130	1	1	0	nan	-	-	
+census	0	133	1	1	0	3.1	12	7	
+census	0	137	1	1	0	2.9	9	19	
+census	0	123	1	1	0	nan	-	-	
+census	0	138	1	1	0	3.4	10	27	
+census	0	134	1	1	0	3.8	8	8	
+census	0	135	1	1	0	3.4	1	5	
+census	0	139	1	1	0	nan	-	-	
+census	0	128	1	1	0	3.0	9	16	
+census	0	143	1	1	0	nan	-	-	
+census	0	142	1	1	0	nan	-	-	
+census	0	140	2	1	1	4.0	4	0	a'=1;
+census	0	145	1	1	0	3.1	8	0	
+census	0	132	1	1	0	nan	-	-	
+census	0	144	1	1	0	nan	-	-	
+census	0	121	1	1	0	3.3	4	22	
+census	0	146	1	1	0	4.4	11	24	
+census	0	152	1	1	0	3.1	12	22	
+census	0	149	1	1	0	3.2	13	22	
+census	0	154	1	1	0	3.9	1	2	
+census	0	141	2	1	1	2.8	7	3	a'=1;
+census	0	136	2	1	1	2.8	9	8	a'=1;
+census	0	131	1	1	0	nan	-	-	
+census	0	151	1	1	0	nan	-	-	
+census	0	148	2	1	1	2.9	9	10	a=1;
+census	0	147	1	1	0	3.0	6	10	
+census	0	153	1	1	0	nan	-	-	
+census	0	155	1	1	0	2.7	3	14	
+census	0	162	1	1	0	nan	-	-	
+census	0	161	1	1	0	nan	-	-	
+census	0	160	1	1	0	nan	-	-	
+census	0	150	1	1	0	nan	-	-	
+census	0	159	1	1	0	nan	-	-	
+census	0	157	1	1	0	nan	-	-	
+census	0	164	1	1	0	3.0	5	20	
+census	0	169	2	1	1	3.0	14	7	a'=1;
+census	0	156	1	1	0	nan	-	-	
+census	0	165	1	1	0	nan	-	-	
+census	0	163	1	1	0	nan	-	-	
+census	0	158	1	1	0	nan	-	-	
+census	0	167	1	1	0	nan	-	-	
+census	0	172	1	1	0	2.9	3	17	
+census	0	175	1	1	0	4.0	2	20	
+census	0	173	1	1	0	nan	-	-	
+census	0	174	1	1	0	3.1	10	11	
+census	0	170	3	1	2	2.7	6	26	a'=2;
+census	0	168	1	1	0	nan	-	-	
+census	0	166	1	1	0	nan	-	-	
+census	0	176	1	1	0	nan	-	-	
+census	0	178	1	1	0	nan	-	-	
+census	0	177	1	1	0	nan	-	-	
+census	0	179	1	1	0	nan	-	-	
+census	0	180	1	1	0	2.6	15	19	
+census	0	171	2	1	1	nan	-	-	b=1;
+census	0	181	1	1	0	3.0	4	6	
+census	0	183	2	1	1	nan	-	-	a'=1;
+census	0	188	1	1	0	3.1	11	20	
+census	0	184	1	1	0	3.2	12	19	
+census	0	185	1	1	0	nan	-	-	
+census	0	186	1	1	0	3.2	7	14	
+census	0	187	1	1	0	nan	-	-	
+census	0	195	2	1	1	3.1	9	20	a'=1;
+census	0	191	1	1	0	nan	-	-	
+census	0	190	1	1	0	nan	-	-	
+census	0	193	1	1	0	2.9	0	2	
+census	0	182	1	1	0	nan	-	-	
+census	0	194	1	1	0	nan	-	-	
+census	0	196	1	1	0	3.3	10	19	
+census	0	189	1	1	0	2.7	6	16	
+census	0	197	1	1	0	nan	-	-	
+census	0	199	1	1	0	3.6	13	13	
+census	0	198	1	1	0	nan	-	-	
+census	0	192	1	1	0	3.0	7	13	
+census	0	201	1	1	0	3.0	5	8	
+census	0	207	1	1	0	nan	-	-	
+census	0	200	3	1	2	nan	-	-	a=2;
+census	0	208	1	1	0	3.2	15	15	
+census	0	202	1	1	0	2.9	0	25	
+census	0	206	1	1	0	3.9	3	10	
+census	0	205	1	1	0	4.2	3	24	
+census	0	209	1	1	0	nan	-	-	
+census	0	210	2	1	1	nan	-	-	a'=1;
+census	0	204	1	1	0	3.3	5	14	
+census	0	211	1	1	0	3.3	13	13	
+census	0	213	1	1	0	3.2	13	20	
+census	0	216	2	1	1	2.8	1	15	a'=1;
+census	0	203	1	1	0	2.9	3	23	
+census	0	214	1	1	0	2.9	3	22	
+census	0	212	1	1	0	2.9	5	14	
+census	0	215	1	1	0	2.9	6	5	
+census	0	217	1	1	0	nan	-	-	
+census	0	220	2	1	1	2.9	0	18	a=1;
+census	0	221	1	1	0	nan	-	-	
+census	0	222	1	1	0	nan	-	-	
+census	0	219	1	1	0	2.9	5	4	
+census	0	225	2	1	1	3.1	7	20	b=1;
+census	0	223	1	1	0	3.1	7	5	
+census	0	218	1	1	0	3.1	11	17	
+census	0	227	1	1	0	3.6	6	7	
+census	0	228	1	1	0	nan	-	-	
+census	0	229	1	1	0	3.8	9	17	
+census	0	224	1	1	0	nan	-	-	
+census	0	230	1	1	0	3.5	12	17	
+census	0	232	1	1	0	nan	-	-	
+census	0	235	1	1	0	3.8	9	8	
+census	0	226	1	1	0	nan	-	-	
+census	0	234	1	1	0	3.7	1	18	
+census	0	233	2	1	1	nan	-	-	b=1;
+census	0	236	1	1	0	nan	-	-	
+census	0	237	1	1	0	nan	-	-	
+census	0	238	1	1	0	2.7	10	18	
+census	0	231	2	1	1	nan	-	-	c'''=1;
+census	0	239	1	1	0	nan	-	-	
+census	0	241	1	1	0	nan	-	-	
+census	0	243	1	1	0	2.8	3	3	
+census	0	242	1	1	0	2.9	10	22	
+census	0	240	1	1	0	nan	-	-	
+census	0	245	3	1	2	3.5	12	9	b=1;a=1;
+census	0	244	1	1	0	2.7	8	16	
+census	0	249	1	1	0	nan	-	-	
+census	0	246	2	1	1	nan	-	-	a'=1;
+census	0	250	1	1	0	3.1	4	20	
+census	0	247	1	1	0	nan	-	-	
+census	0	248	1	1	0	4.2	13	21	
+census	0	251	1	1	0	nan	-	-	
+census	0	253	1	1	0	3.1	8	14	
+census	0	252	1	1	0	nan	-	-	
+census	0	254	1	1	0	nan	-	-	
+census	0	255	1	1	0	3.9	6	24	
+# end 2026-10-08T16:15:19Z rows=257

docs/analysis/class-v6/logs/census-packs/hl-v6-all/f8-p10.log

@@ -0,0 +1,7 @@
+lease: holding 8 pool cores (87,88,89,90,91,92,93,94, waited 0 s, class v5, mem 8 GB): class v6 census: pack hl-v6-all F8 known-failed p10 at 2^24 (window control, by site)
+
+thread 'main' (1359755) panicked at src/main.rs:1674:97:
+--load-class: a class string the crate parses
+note: run with `RUST_BACKTRACE=1` environment variable to display a backtrace
+Terminated
+lease: released 8 pool cores after 0 s, exit 101

docs/analysis/class-v6/logs/census-packs/hl-v6-all/f8-p15.log

@@ -0,0 +1,7 @@
+lease: holding 8 pool cores (87,88,89,90,91,92,93,94, waited 0 s, class v5, mem 8 GB): class v6 census: pack hl-v6-all F8 known-failed p15 at 2^24 (window control, by site)
+
+thread 'main' (1359975) panicked at src/main.rs:1674:97:
+--load-class: a class string the crate parses
+note: run with `RUST_BACKTRACE=1` environment variable to display a backtrace
+Terminated
+lease: released 8 pool cores after 0 s, exit 101

docs/analysis/class-v6/logs/census-packs/hl-v6-all/f8-p212.log

@@ -0,0 +1,7 @@
+lease: holding 8 pool cores (87,88,89,90,91,92,93,94, waited 0 s, class v5, mem 8 GB): class v6 census: pack hl-v6-all F8 known-failed p212 at 2^24 (window control, by site)
+
+thread 'main' (1360356) panicked at src/main.rs:1674:97:
+--load-class: a class string the crate parses
+note: run with `RUST_BACKTRACE=1` environment variable to display a backtrace
+Terminated
+lease: released 8 pool cores after 0 s, exit 101

docs/analysis/class-v6/logs/census-packs/hl-v6-all/f8-p225.log

@@ -0,0 +1,7 @@
+lease: holding 8 pool cores (87,88,89,90,91,92,93,94, waited 0 s, class v5, mem 8 GB): class v6 census: pack hl-v6-all F8 known-failed p225 at 2^24 (window control, by site)
+
+thread 'main' (1360606) panicked at src/main.rs:1674:97:
+--load-class: a class string the crate parses
+note: run with `RUST_BACKTRACE=1` environment variable to display a backtrace
+Terminated
+lease: released 8 pool cores after 0 s, exit 101

docs/analysis/class-v6/logs/census-packs/hl-v6-all/f8-p34.log

@@ -0,0 +1,7 @@
+lease: holding 8 pool cores (87,88,89,90,91,92,93,94, waited 0 s, class v5, mem 8 GB): class v6 census: pack hl-v6-all F8 known-failed p34 at 2^24 (window control, by site)
+
+thread 'main' (1360181) panicked at src/main.rs:1674:97:
+--load-class: a class string the crate parses
+note: run with `RUST_BACKTRACE=1` environment variable to display a backtrace
+Terminated
+lease: released 8 pool cores after 0 s, exit 101

docs/analysis/class-v6/logs/census-packs/hl-v6-all/f8-p4.log

@@ -0,0 +1,7 @@
+lease: holding 8 pool cores (87,88,89,90,91,92,93,94, waited 0 s, class v5, mem 8 GB): class v6 census: pack hl-v6-all F8 known-failed p4 at 2^24 (window control, by site)
+
+thread 'main' (1359313) panicked at src/main.rs:1674:97:
+--load-class: a class string the crate parses
+note: run with `RUST_BACKTRACE=1` environment variable to display a backtrace
+Terminated
+lease: released 8 pool cores after 0 s, exit 101

docs/analysis/class-v6/logs/census-packs/hl-v6-all/f8-p8.log

@@ -0,0 +1,7 @@
+lease: holding 8 pool cores (87,88,89,90,91,92,93,94, waited 0 s, class v5, mem 8 GB): class v6 census: pack hl-v6-all F8 known-failed p8 at 2^24 (window control, by site)
+
+thread 'main' (1359543) panicked at src/main.rs:1674:97:
+--load-class: a class string the crate parses
+note: run with `RUST_BACKTRACE=1` environment variable to display a backtrace
+Terminated
+lease: released 8 pool cores after 0 s, exit 101

docs/analysis/class-v6/logs/census-packs/hl-v6-all/f8-seeds.log

@@ -0,0 +1,7 @@
+lease: holding 8 pool cores (87,88,89,90,91,92,93,94, waited 0 s, class v5, mem 8 GB): class v6 census: pack hl-v6-all F8 census 16 seeds p18 to p33 at 2^22 (window control, by site)
+
+thread 'main' (1361023) panicked at src/main.rs:1674:97:
+--load-class: a class string the crate parses
+note: run with `RUST_BACKTRACE=1` environment variable to display a backtrace
+Terminated
+lease: released 8 pool cores after 0 s, exit 101

docs/analysis/class-v6/logs/census-packs/hl-v6-all/run.txt

@@ -0,0 +1 @@
+# pack hl-v6-all class mx8+sh256x27+state+reg64c+fold+rw epoch edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07 day 69676e65756d2d6461792ffa50000000000000 era edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07 state /srv/builds/v6-census/packs/node1-state.igsd1 day-index 20730 era-widths 4 bin 5a221e560517b2d6 f8 9ba2210b5d14376b host igneum-build-4 start 2026-10-08T16:14:33Z

docs/analysis/class-v6/logs/census-packs/hl-v6-all/show.txt

@@ -0,0 +1,67 @@
+seed "igneum-epoch/edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07" generator v5 class mx8-erad810f22d+sh256x27+state+reg64c+fold+rw attempt 0 program id 9d40978601a7df2a seed words 667d0fbd 7b8e5963 31c67e5e 4529ddc6 ef19d6d8 accf6211 da0aed32 abc6df31
+op mix load=16 xor=11 rotl=8 add=6 rotr=6 mul=5 mad=4 shfl=4 sub=4 loads/hash 128 bytes/hash 512
+era d810f22d (igneum-era/0/edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07): width 4 B, stride mul 0x9ad30d99 rot 29, interleave [0, 2, 12, 13], windows (site:shrink:offset) 7:2:1 8:1:1 9:1:1 10:1:1 11:0:0 13:1:1 29:0:0 30:2:2 31:1:1 44:1:1 46:2:0 47:0:0 52:0:0 56:0:0 58:2:0 63:1:1
+ 0: shfl  dst=4 src=5 src2=7 imm=0xea86e152 imm2=0x5810667a rot=27 bit=13 mask=2
+ 1: add   dst=7 src=0 src2=6 imm=0xbaab6229 imm2=0xed861989 rot=26 bit=22 mask=4
+ 2: sub   dst=3 src=6 src2=2 imm=0x5b623116 imm2=0xff12e5b2 rot=12 bit=24 mask=1
+ 3: rotr  dst=4 src=1 src2=1 imm=0xe99741c7 imm2=0xf5fa5009 rot=1 bit=21 mask=1
+ 4: rotl  dst=2 src=0 src2=4 imm=0x673c2157 imm2=0xee02465f rot=20 bit=22 mask=2
+ 5: xor   dst=4 src=7 src2=7 imm=0x946f7818 imm2=0x45d3399e rot=9 bit=2 mask=16
+ 6: shfl  dst=0 src=2 src2=4 imm=0x5f6a0ed2 imm2=0x7043a636 rot=19 bit=31 mask=8
+ 7: load  dst=6 src=7 src2=1 imm=0x5c61dcf7 imm2=0x7466aa40 rot=19 bit=9 mask=2
+ 8: load  dst=1 src=4 src2=5 imm=0x85668475 imm2=0xdb8cc483 rot=29 bit=7 mask=4
+ 9: load  dst=1 src=2 src2=4 imm=0x4454980f imm2=0xebd31581 rot=10 bit=28 mask=16
+10: load  dst=7 src=0 src2=2 imm=0xe075297c imm2=0x5779c44c rot=10 bit=22 mask=2
+11: load  dst=7 src=1 src2=6 imm=0x65aa4311 imm2=0x4fe48ea9 rot=15 bit=9 mask=1
+12: rotr  dst=5 src=4 src2=2 imm=0x1383d3ad imm2=0xf3094b29 rot=8 bit=9 mask=2
+13: load  dst=7 src=6 src2=2 imm=0xed8a496f imm2=0x3072c3c6 rot=28 bit=19 mask=8
+14: mad   dst=6 src=5 src2=0 imm=0x8b965b57 imm2=0xcfeca6c1 rot=12 bit=27 mask=16
+15: sub   dst=3 src=5 src2=3 imm=0x877c7586 imm2=0xa9cb2a03 rot=2 bit=29 mask=1
+16: xor   dst=2 src=7 src2=3 imm=0xb740221a imm2=0x89d38d6d rot=6 bit=31 mask=8
+17: mad   dst=0 src=6 src2=1 imm=0x26f3ad8a imm2=0x27256f15 rot=18 bit=5 mask=2
+18: xor   dst=7 src=5 src2=7 imm=0xf66e7017 imm2=0xb9e3577e rot=9 bit=12 mask=16
+19: mad   dst=7 src=0 src2=5 imm=0x849ae6ee imm2=0x02b358f9 rot=24 bit=18 mask=8
+20: rotr  dst=6 src=7 src2=6 imm=0x52334d12 imm2=0x8c9f0ef8 rot=11 bit=23 mask=4
+21: xor   dst=2 src=6 src2=5 imm=0xb1871e63 imm2=0xb2e40191 rot=5 bit=13 mask=4
+22: add   dst=6 src=5 src2=4 imm=0x97df29e4 imm2=0xe60fea84 rot=11 bit=16 mask=2
+23: rotl  dst=1 src=0 src2=3 imm=0x8f30d21d imm2=0x2df685a0 rot=31 bit=0 mask=16
+24: mul   dst=6 src=1 src2=2 imm=0xd2c4025f imm2=0x5269eb4d rot=31 bit=21 mask=16
+25: mul   dst=2 src=6 src2=5 imm=0x659fc3d3 imm2=0x9cec0e12 rot=6 bit=17 mask=4
+26: add   dst=7 src=0 src2=1 imm=0xd89ef484 imm2=0x20be3846 rot=12 bit=9 mask=16
+27: xor   dst=4 src=5 src2=7 imm=0xb48420ae imm2=0x3d1f2485 rot=14 bit=28 mask=1
+28: xor   dst=3 src=2 src2=4 imm=0xc5c46d76 imm2=0x700044b5 rot=22 bit=10 mask=2
+29: load  dst=1 src=0 src2=3 imm=0x0fbaf177 imm2=0xfff4f2ed rot=20 bit=31 mask=2
+30: load  dst=2 src=4 src2=0 imm=0xe90eb2e5 imm2=0xb0f9eb79 rot=27 bit=14 mask=4
+31: load  dst=1 src=5 src2=2 imm=0x97ba3fc3 imm2=0x7894e657 rot=3 bit=30 mask=16
+32: mad   dst=7 src=2 src2=7 imm=0x070888a8 imm2=0xe403240e rot=2 bit=16 mask=2
+33: xor   dst=2 src=0 src2=5 imm=0xf2e46d55 imm2=0x29701828 rot=31 bit=28 mask=8
+34: rotl  dst=2 src=3 src2=0 imm=0x58f75b87 imm2=0x343b7aee rot=12 bit=14 mask=4
+35: sub   dst=2 src=5 src2=6 imm=0x5892a9e6 imm2=0xc9824c94 rot=19 bit=26 mask=4
+36: add   dst=4 src=2 src2=3 imm=0x7b5b5474 imm2=0x45cfc5dd rot=17 bit=18 mask=8
+37: mul   dst=6 src=5 src2=7 imm=0xccf564a5 imm2=0x873ad101 rot=7 bit=11 mask=4
+38: xor   dst=7 src=0 src2=6 imm=0xcac8f06d imm2=0x6b97c683 rot=18 bit=28 mask=2
+39: rotr  dst=7 src=2 src2=4 imm=0xb8180e9d imm2=0x32bbd117 rot=23 bit=19 mask=4
+40: rotl  dst=2 src=3 src2=0 imm=0x2d6070bc imm2=0x68ff101e rot=13 bit=18 mask=1
+41: rotl  dst=7 src=0 src2=2 imm=0x0daf96ea imm2=0x36f37be1 rot=5 bit=0 mask=8
+42: rotr  dst=4 src=3 src2=6 imm=0x6ced15b7 imm2=0x6df7aed4 rot=19 bit=4 mask=1
+43: xor   dst=7 src=3 src2=5 imm=0x8ace05f3 imm2=0xd378ec12 rot=23 bit=10 mask=4
+44: load  dst=0 src=7 src2=4 imm=0xb0607786 imm2=0xc4acabbc rot=13 bit=7 mask=16
+45: xor   dst=1 src=6 src2=5 imm=0xe09f54e9 imm2=0x83e825bf rot=23 bit=14 mask=8
+46: load  dst=3 src=0 src2=0 imm=0x63cc1e4e imm2=0xa1be8118 rot=12 bit=6 mask=2
+47: load  dst=6 src=3 src2=7 imm=0x353f1d79 imm2=0x3b2e7456 rot=18 bit=18 mask=1
+48: rotl  dst=4 src=2 src2=7 imm=0x00d8a3cd imm2=0x231866d2 rot=21 bit=20 mask=1
+49: shfl  dst=5 src=0 src2=2 imm=0xa8bae6df imm2=0xf572bdb9 rot=14 bit=7 mask=1
+50: rotl  dst=0 src=7 src2=7 imm=0x81ef22e1 imm2=0x74438fc5 rot=28 bit=18 mask=4
+51: sub   dst=6 src=0 src2=6 imm=0x383b9260 imm2=0x11e17c61 rot=12 bit=19 mask=16
+52: load  dst=5 src=0 src2=2 imm=0xfb84f451 imm2=0x11cd863e rot=21 bit=20 mask=8
+53: shfl  dst=6 src=5 src2=4 imm=0xb1a7db6b imm2=0x76686b9b rot=12 bit=4 mask=16
+54: xor   dst=3 src=6 src2=3 imm=0x6f981f52 imm2=0xd99aeba2 rot=12 bit=27 mask=1
+55: rotr  dst=2 src=1 src2=2 imm=0xac6be8e3 imm2=0x18d67dbb rot=26 bit=10 mask=4
+56: load  dst=1 src=5 src2=0 imm=0x7e7f6a00 imm2=0x6f0747da rot=25 bit=28 mask=1
+57: add   dst=5 src=0 src2=4 imm=0xf03673fe imm2=0xa75cd60d rot=16 bit=12 mask=8
+58: load  dst=5 src=1 src2=2 imm=0x227f94a6 imm2=0x0e8344f9 rot=20 bit=10 mask=2
+59: rotl  dst=1 src=4 src2=3 imm=0xdecd4794 imm2=0x8dfb96bb rot=21 bit=7 mask=4
+60: mul   dst=3 src=2 src2=2 imm=0x0dd268e0 imm2=0x53034ca9 rot=1 bit=8 mask=8
+61: mul   dst=6 src=4 src2=7 imm=0x3a45a321 imm2=0x9bc59a5f rot=25 bit=11 mask=1
+62: add   dst=5 src=4 src2=2 imm=0x8f229cc1 imm2=0xcaac64a2 rot=17 bit=13 mask=8
+63: load  dst=3 src=5 src2=6 imm=0xb2574178 imm2=0xcbcc798d rot=28 bit=0 mask=16

docs/analysis/class-v6/logs/census-packs/hl-v6-all/sitestats.tsv

@@ -0,0 +1,20 @@
+program id 9d40978601a7df2a class mx8-erad810f22d+sh256x27+state+reg64c+fold+rw attempt 0 generator v5
+rule: ACCEPTED, distinct 128.000 per hash, saturated 0, bias max 43
+site	instr	win	off	width	distinct	ratio	under_c2	under_c3	bucket_ratio	bucket_z	bucket_id	bit_z	bit	top_count
+0	7	2	1	1	1040578	1.00019	0	0	1.578	4.62	29397	-2.47	14	3
+1	8	1	1	1	1044588	1.00010	0	0	1.812	4.60	44096	-2.46	25	3
+2	9	1	1	1	1044507	1.00003	0	0	1.844	4.77	51517	2.34	17	3
+3	10	1	1	1	1044553	1.00007	0	0	1.875	4.95	42288	2.55	5	3
+4	11	0	0	1	1046595	1.00006	0	0	2.250	5.00	58860	3.49	27	3
+5	13	1	1	1	1044477	1.00000	0	0	1.750	4.24	64737	-2.48	6	3
+6	29	0	0	1	1046509	0.99998	0	0	2.438	5.75	27856	-2.16	18	3
+7	30	2	2	1	1040483	1.00010	0	0	1.625	5.00	36126	-1.65	25	3
+8	31	1	1	1	1044433	0.99996	0	0	1.750	4.24	43344	-1.36	6	3
+9	44	1	1	1	1044412	0.99993	0	0	1.781	4.42	48751	1.67	23	3
+10	46	2	0	1	1040363	0.99998	0	0	1.516	4.12	4488	2.25	2	3
+11	47	0	0	1	1046515	0.99999	0	0	2.312	5.25	41064	-3.00	16	3
+12	52	0	0	1	1046526	1.00000	0	0	2.188	4.75	57283	1.78	2	3
+13	56	0	0	1	1046571	1.00004	0	0	2.188	4.75	32363	-3.04	21	3
+14	58	2	0	1	1040482	1.00009	0	0	1.500	4.00	7125	2.35	23	3
+15	63	1	1	1	1044489	1.00001	0	0	1.875	4.95	46728	-1.71	23	3
+summary: sites 16, min ratio 0.99993, under 0.98: 0, under 0.995: 0, bucket z max 5.75, bit z max 3.49, sites over 6 sigma 0, 2.2 s

docs/analysis/class-v6/logs/census-packs/hl-v6-all/uniform-all.tsv

@@ -0,0 +1,17 @@
+class	era	seed	attempt	program_id	min_site_ratio	min_site	top0.1_share	control_share	ratio_to_control	max_item_reads	control_max	reads
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	11	1	7c0829799392fc8c	1.59750	8	0.001828	0.001446	1.2639	141	109	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	5	0	b564b4036a68b254	1.59741	1	0.001685	0.001446	1.1655	129	108	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	15	1	0ef101200568802a	1.71166	7	0.001684	0.001446	1.1643	134	115	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	14	0	0a4ca8e02a3170f5	1.34863	11	0.001973	0.001447	1.3636	149	110	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	0	0	65a353a316932075	1.59749	12	0.002045	0.001447	1.4131	153	111	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	1	0	257e3372e7f052b5	1.59748	5	0.001586	0.001447	1.0960	119	112	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	8	0	6c6c90be237c71ba	1.67881	10	0.002117	0.001446	1.4636	162	108	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	13	0	5aeb3d68ce5b2b01	1.59748	12	0.001642	0.001446	1.1353	130	112	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	12	0	4a2cc3e86bedd8e7	1.67879	11	0.001539	0.001446	1.0645	116	113	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	6	0	238f47844f9f1ed7	1.67879	8	0.001758	0.001447	1.2154	133	115	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	7	0	0c70f1c502fdd749	1.44483	11	0.002189	0.001446	1.5132	165	109	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	4	0	d6d3594b4e04797c	1.74332	4	0.001684	0.001446	1.1648	129	111	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	3	0	92f354b4343f94d4	1.67887	11	0.001511	0.001447	1.0443	115	113	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	10	0	859c79fff3d438eb	1.67871	13	0.001568	0.001446	1.0849	117	112	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	9	2	31232245d1ab5d0e	1.71154	13	0.001828	0.001447	1.2634	140	113	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	2	0	a4e2416488fb866a	1.59739	3	0.001789	0.001446	1.2378	137	113	1073741824

docs/analysis/class-v6/logs/census-packs/hl-v6-all/uniform-all2.tsv

@@ -0,0 +1,17 @@
+class	era	seed	attempt	program_id	min_site_ratio	min_site	top0.1_share	control_share	ratio_to_control	max_item_reads	control_max	reads
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	3	0	92f354b4343f94d4	0.83935	30	0.001511	0.001447	1.0443	115	113	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	7	0	0c70f1c502fdd749	0.83932	28	0.002189	0.001446	1.5132	165	109	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	12	0	4a2cc3e86bedd8e7	0.83933	9	0.001539	0.001446	1.0645	116	113	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	8	0	6c6c90be237c71ba	0.83934	15	0.002117	0.001446	1.4636	162	108	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	4	0	d6d3594b4e04797c	0.83932	16	0.001684	0.001446	1.1648	129	111	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	9	2	31232245d1ab5d0e	0.83940	21	0.001828	0.001447	1.2634	140	113	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	6	0	238f47844f9f1ed7	0.83938	24	0.001758	0.001447	1.2154	133	115	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	11	1	7c0829799392fc8c	0.83933	8	0.001828	0.001446	1.2639	141	109	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	2	0	a4e2416488fb866a	0.83934	19	0.001789	0.001446	1.2378	137	113	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	1	0	257e3372e7f052b5	0.83930	5	0.001586	0.001447	1.0960	119	112	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	10	0	859c79fff3d438eb	0.83930	13	0.001568	0.001446	1.0849	117	112	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	5	0	b564b4036a68b254	0.83929	6	0.001685	0.001446	1.1655	129	108	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	13	0	5aeb3d68ce5b2b01	0.83932	12	0.001642	0.001446	1.1353	130	112	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	0	0	65a353a316932075	0.83926	15	0.002045	0.001447	1.4131	153	111	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	15	1	0ef101200568802a	0.83930	25	0.001684	0.001446	1.1643	134	115	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	14	0	0a4ca8e02a3170f5	0.83939	11	0.001973	0.001447	1.3636	149	110	1073741824

docs/analysis/class-v6/logs/census-packs/hl-v6-all/uniform-all3.tsv

@@ -0,0 +1,17 @@
+class	era	seed	attempt	program_id	min_site_ratio	min_site	top0.1_share	control_share	ratio_to_control	max_item_reads	control_max	reads
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	7	0	0c70f1c502fdd749	1.00266	15	0.002189	0.001446	1.5132	165	109	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	8	0	6c6c90be237c71ba	1.00267	18	0.002117	0.001446	1.4636	162	108	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	4	0	d6d3594b4e04797c	1.00260	23	0.001684	0.001446	1.1648	129	111	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	14	0	0a4ca8e02a3170f5	1.00262	23	0.001973	0.001447	1.3636	149	110	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	15	1	0ef101200568802a	1.00265	19	0.001684	0.001446	1.1643	134	115	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	2	0	a4e2416488fb866a	1.00269	6	0.001789	0.001446	1.2378	137	113	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	3	0	92f354b4343f94d4	1.00263	28	0.001511	0.001447	1.0443	115	113	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	12	0	4a2cc3e86bedd8e7	1.00263	7	0.001539	0.001446	1.0645	116	113	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	6	0	238f47844f9f1ed7	1.00263	17	0.001758	0.001447	1.2154	133	115	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	1	0	257e3372e7f052b5	1.00263	19	0.001586	0.001447	1.0960	119	112	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	10	0	859c79fff3d438eb	1.00264	8	0.001568	0.001446	1.0849	117	112	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	9	2	31232245d1ab5d0e	1.00262	31	0.001828	0.001447	1.2634	140	113	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	5	0	b564b4036a68b254	1.00266	13	0.001685	0.001446	1.1655	129	108	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	0	0	65a353a316932075	1.00266	30	0.002045	0.001447	1.4131	153	111	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	13	0	5aeb3d68ce5b2b01	1.00261	1	0.001642	0.001446	1.1353	130	112	1073741824
+mx8+sh256x27+state+reg64c+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	11	1	7c0829799392fc8c	1.00268	11	0.001828	0.001446	1.2639	141	109	1073741824

docs/analysis/class-v6/logs/census-packs/hl-v6-all/uniform-foldrw.tsv

@@ -0,0 +1,17 @@
+class	era	seed	attempt	program_id	min_site_ratio	min_site	top0.1_share	control_share	ratio_to_control	max_item_reads	control_max	reads
+mx8+sh256x27+state+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	4	0	e23ff5b79379410e	1.00226	13	0.001876	0.001645	1.1403	75	68	536870912
+mx8+sh256x27+state+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	0	0	e4177eb4b4308b99	1.00264	12	0.002255	0.001646	1.3697	93	72	536870912
+mx8+sh256x27+state+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	7	0	202684fed95cb4cd	1.00263	3	0.002407	0.001647	1.4616	94	68	536870912
+mx8+sh256x27+state+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	1	0	cd0da2360b56b759	1.00259	4	0.001793	0.001646	1.0891	72	66	536870912
+mx8+sh256x27+state+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	6	0	d7e4db12eaa99f9b	1.00264	13	0.001959	0.001645	1.1911	77	65	536870912
+mx8+sh256x27+state+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	3	0	a862231aaf0514e6	1.00260	11	0.001711	0.001645	1.0398	71	68	536870912
+mx8+sh256x27+state+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	2	0	a3761b06b4f7ee54	1.00264	3	0.001999	0.001647	1.2143	79	68	536870912
+mx8+sh256x27+state+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	5	0	c04fbd508f2fa966	1.00266	1	0.001879	0.001646	1.1419	78	67	536870912
+mx8+sh256x27+state+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	14	0	13958b5160f1f119	1.00263	12	0.002181	0.001644	1.3263	88	69	536870912
+mx8+sh256x27+state+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	8	0	c307acd0642107a4	1.00266	14	0.002331	0.001645	1.4173	91	66	536870912
+mx8+sh256x27+state+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	10	0	0306b39c296dbb8f	1.00264	4	0.001766	0.001646	1.0725	71	66	536870912
+mx8+sh256x27+state+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	9	2	ce00c93ae75bb018	1.00269	3	0.002028	0.001647	1.2312	85	67	536870912
+mx8+sh256x27+state+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	15	1	a5690904eef76a94	1.00268	0	0.001875	0.001645	1.1395	75	70	536870912
+mx8+sh256x27+state+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	11	1	33d21b4165d2dede	1.00267	5	0.002028	0.001646	1.2324	83	66	536870912
+mx8+sh256x27+state+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	13	0	2f0c0d7913c13405	1.00201	2	0.001843	0.001646	1.1198	72	64	536870912
+mx8+sh256x27+state+fold+rw	0:edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07	12	0	832d44593c40e5ab	1.00221	3	0.001728	0.001647	1.0488	73	66	536870912

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/census.tsv

@@ -0,0 +1,259 @@
+# census class mx8+sh256x27+state+fold eras [0] seeds 256 era-widths 4 state /srv/builds/v6-census/packs/node1-state.igsd1 erahex edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07 weights base bittest off bin 50903d300aa46f20 start 2026-10-08T15:25:45Z host igneum-build-4 threads 8
+cand	era	seed	candidates	accepted	attempt	bit_z	bit_site	bit_bit	reasons
+census	0	3	1	1	0	2.4	13	1	
+census	0	6	9	1	8	nan	-	-	a'=7;a=1;
+census	0	4	1	1	0	nan	-	-	
+census	0	2	4	1	3	3.7	7	10	a'=3;
+census	0	0	1	1	0	3.6	4	6	
+census	0	5	3	1	2	3.3	15	12	a'=2;
+census	0	1	3	1	2	nan	-	-	a'=2;
+census	0	7	1	1	0	nan	-	-	
+census	0	9	7	1	6	3.1	2	20	a'=5;a=1;
+census	0	11	2	1	1	nan	-	-	a'=1;
+census	0	10	1	1	0	nan	-	-	
+census	0	8	3	1	2	2.9	0	14	a'=2;
+census	0	12	1	1	0	nan	-	-	
+census	0	13	2	1	1	3.4	3	8	a=1;
+census	0	15	2	1	1	nan	-	-	b=1;
+census	0	14	1	1	0	2.7	8	11	
+census	0	18	5	1	4	nan	-	-	a'=3;a=1;
+census	0	20	8	1	7	3.0	9	25	a'=5;a=2;
+census	0	17	1	1	0	3.0	7	6	
+census	0	16	9	1	8	2.9	5	17	a'=5;a=2;b=1;
+census	0	21	1	1	0	nan	-	-	
+census	0	19	10	1	9	nan	-	-	a'=5;a=2;c'''=1;b=1;
+census	0	22	9	1	8	2.9	0	1	a'=5;a=2;c''=1;
+census	0	25	1	1	0	nan	-	-	
+census	0	23	3	1	2	3.4	10	12	a'=2;
+census	0	24	8	1	7	3.0	14	22	a'=7;
+census	0	27	9	1	8	2.9	0	9	a'=7;a=1;
+census	0	26	2	1	1	nan	-	-	a'=1;
+census	0	28	2	1	1	nan	-	-	a'=1;
+census	0	30	3	1	2	3.5	14	6	a'=2;
+census	0	29	1	1	0	3.2	6	11	
+census	0	33	1	1	0	nan	-	-	
+census	0	32	1	1	0	nan	-	-	
+census	0	31	1	1	0	nan	-	-	
+census	0	35	2	1	1	nan	-	-	a'=1;
+census	0	36	3	1	2	3.1	7	20	a'=2;
+census	0	34	1	1	0	3.0	2	26	
+census	0	39	3	1	2	3.3	14	16	a'=2;
+census	0	38	3	1	2	nan	-	-	a'=2;
+census	0	37	2	1	1	nan	-	-	a'=1;
+census	0	40	4	1	3	nan	-	-	a'=3;
+census	0	41	1	1	0	3.1	2	1	
+census	0	43	1	1	0	3.5	14	17	
+census	0	44	1	1	0	2.8	5	17	
+census	0	45	2	1	1	2.8	0	14	a'=1;
+census	0	42	10	1	9	2.7	5	13	a'=9;
+census	0	46	14	1	13	nan	-	-	a'=10;a=2;b=1;
+census	0	47	9	1	8	nan	-	-	a'=7;a=1;
+census	0	50	1	1	0	nan	-	-	
+census	0	48	2	1	1	nan	-	-	a'=1;
+census	0	49	1	1	0	nan	-	-	
+census	0	52	2	1	1	nan	-	-	a'=1;
+census	0	53	1	1	0	3.0	14	23	
+census	0	51	1	1	0	nan	-	-	
+census	0	55	2	1	1	3.1	0	1	a'=1;
+census	0	54	6	1	5	nan	-	-	a=3;a'=2;
+census	0	56	1	1	0	2.9	9	0	
+census	0	58	1	1	0	nan	-	-	
+census	0	60	2	1	1	nan	-	-	a'=1;
+census	0	57	1	1	0	2.9	1	13	
+census	0	61	6	1	5	nan	-	-	a'=4;a=1;
+census	0	59	2	1	1	3.0	0	22	a'=1;
+census	0	62	5	1	4	2.9	6	16	a'=3;c=1;
+census	0	63	3	1	2	nan	-	-	c=1;a'=1;
+census	0	66	1	1	0	nan	-	-	
+census	0	68	9	1	8	3.1	2	11	a'=4;a=2;c=1;b=1;
+census	0	65	1	1	0	nan	-	-	
+census	0	67	1	1	0	nan	-	-	
+census	0	69	6	1	5	3.1	1	1	a'=5;
+census	0	64	1	1	0	3.2	6	9	
+census	0	71	7	1	6	nan	-	-	a'=6;
+census	0	70	2	1	1	nan	-	-	a'=1;
+census	0	72	1	1	0	nan	-	-	
+census	0	74	2	1	1	4.0	4	26	a'=1;
+census	0	76	4	1	3	3.7	4	18	a=2;a'=1;
+census	0	75	1	1	0	nan	-	-	
+census	0	73	1	1	0	nan	-	-	
+census	0	78	11	1	10	2.9	14	24	a'=10;
+census	0	77	1	1	0	nan	-	-	
+census	0	79	3	1	2	nan	-	-	a'=2;
+census	0	82	1	1	0	nan	-	-	
+census	0	81	2	1	1	3.1	8	0	a'=1;
+census	0	84	2	1	1	3.0	6	1	a'=1;
+census	0	85	2	1	1	2.7	9	20	a'=1;
+census	0	83	2	1	1	3.5	4	25	a'=1;
+census	0	86	4	1	3	3.0	3	21	a'=3;
+census	0	87	1	1	0	nan	-	-	
+census	0	88	2	1	1	2.8	4	1	a'=1;
+census	0	80	15	1	14	3.0	14	4	a'=12;c'''=1;a=1;
+census	0	90	3	1	2	nan	-	-	a'=1;a=1;
+census	0	89	1	1	0	2.8	5	19	
+census	0	91	4	1	3	nan	-	-	a'=2;a=1;
+census	0	92	2	1	1	3.4	13	14	a'=1;
+census	0	94	3	1	2	nan	-	-	b=1;a'=1;
+census	0	93	3	1	2	3.1	3	13	a'=2;
+census	0	96	2	1	1	3.2	13	24	a'=1;
+census	0	95	3	1	2	3.6	11	0	a'=2;
+census	0	97	1	1	0	3.2	2	17	
+census	0	98	4	1	3	nan	-	-	a'=3;
+census	0	101	1	1	0	nan	-	-	
+census	0	102	7	1	6	3.3	6	22	a'=5;a=1;
+census	0	100	2	1	1	nan	-	-	a'=1;
+census	0	99	2	1	1	3.6	0	7	c'''=1;
+census	0	103	1	1	0	nan	-	-	
+census	0	106	2	1	1	nan	-	-	a'=1;
+census	0	105	6	1	5	nan	-	-	a'=5;
+census	0	104	1	1	0	nan	-	-	
+census	0	108	1	1	0	3.3	4	19	
+census	0	107	4	1	3	3.7	8	6	a'=3;
+census	0	109	6	1	5	2.6	14	21	a'=5;
+census	0	110	5	1	4	nan	-	-	a'=3;a=1;
+census	0	111	1	1	0	3.2	8	4	
+census	0	112	1	1	0	nan	-	-	
+census	0	114	1	1	0	3.2	4	20	
+census	0	115	1	1	0	3.2	13	23	
+census	0	113	1	1	0	nan	-	-	
+census	0	117	2	1	1	nan	-	-	a'=1;
+census	0	116	1	1	0	3.2	13	0	
+census	0	119	4	1	3	2.5	4	17	a'=2;a=1;
+census	0	118	3	1	2	nan	-	-	a'=1;a=1;
+census	0	120	5	1	4	4.0	10	19	a'=4;
+census	0	122	2	1	1	3.1	12	8	a'=1;
+census	0	123	6	1	5	nan	-	-	a'=4;a=1;
+census	0	121	1	1	0	3.0	1	6	
+census	0	124	2	1	1	nan	-	-	a'=1;
+census	0	125	1	1	0	nan	-	-	
+census	0	126	2	1	1	2.8	9	0	a'=1;
+census	0	128	5	1	4	3.9	12	7	a'=4;
+census	0	127	3	1	2	3.7	0	8	a'=1;a=1;
+census	0	129	1	1	0	nan	-	-	
+census	0	133	1	1	0	nan	-	-	
+census	0	130	7	1	6	3.6	9	27	a=4;a'=2;
+census	0	134	3	1	2	2.8	7	25	a'=2;
+census	0	131	2	1	1	nan	-	-	b=1;
+census	0	132	1	1	0	3.7	15	16	
+census	0	135	2	1	1	3.8	11	4	a'=1;
+census	0	136	3	1	2	nan	-	-	a'=2;
+census	0	137	8	1	7	3.1	4	9	a'=7;
+census	0	138	3	1	2	4.0	0	8	a'=1;a=1;
+census	0	140	2	1	1	2.8	0	19	a'=1;
+census	0	141	1	1	0	nan	-	-	
+census	0	139	2	1	1	nan	-	-	a'=1;
+census	0	142	3	1	2	3.6	2	11	a'=2;
+census	0	144	3	1	2	nan	-	-	a'=1;a=1;
+census	0	147	11	1	10	nan	-	-	a'=10;
+census	0	148	5	1	4	3.0	0	24	a'=3;a=1;
+census	0	149	3	1	2	nan	-	-	a'=1;a=1;
+census	0	146	1	1	0	3.2	12	20	
+census	0	145	5	1	4	nan	-	-	a'=3;b=1;
+census	0	143	3	1	2	nan	-	-	c''=1;a=1;
+census	0	151	8	1	7	nan	-	-	a'=6;b=1;
+census	0	150	5	1	4	3.2	13	18	a'=3;a=1;
+census	0	152	5	1	4	nan	-	-	a'=4;
+census	0	154	3	1	2	3.1	8	15	a'=2;
+census	0	159	1	1	0	3.3	14	1	
+census	0	157	1	1	0	2.8	1	20	
+census	0	153	3	1	2	nan	-	-	a'=2;
+census	0	156	1	1	0	nan	-	-	
+census	0	155	5	1	4	nan	-	-	a'=4;
+census	0	158	2	1	1	3.3	13	25	a'=1;
+census	0	161	9	1	8	nan	-	-	a'=6;a=2;
+census	0	160	2	1	1	3.0	15	1	a'=1;
+census	0	163	2	1	1	3.2	8	9	a'=1;
+census	0	167	2	1	1	3.0	8	17	a'=1;
+census	0	168	4	1	3	3.1	9	2	a'=2;a=1;
+census	0	166	10	1	9	3.5	9	0	a'=6;a=3;
+census	0	162	3	1	2	nan	-	-	a'=2;
+census	0	165	7	1	6	3.1	10	21	a'=6;
+census	0	164	1	1	0	nan	-	-	
+census	0	170	7	1	6	3.1	8	2	a'=5;c=1;
+census	0	169	2	1	1	nan	-	-	a'=1;
+census	0	173	3	1	2	nan	-	-	b=1;a'=1;
+census	0	172	2	1	1	3.5	4	23	a'=1;
+census	0	174	5	1	4	3.3	0	21	a'=4;
+census	0	171	1	1	0	nan	-	-	
+census	0	176	6	1	5	nan	-	-	a'=5;
+census	0	175	4	1	3	nan	-	-	a'=2;a=1;
+census	0	179	2	1	1	nan	-	-	a'=1;
+census	0	177	1	1	0	nan	-	-	
+census	0	181	1	1	0	3.8	10	20	
+census	0	180	3	1	2	nan	-	-	a'=2;
+census	0	178	3	1	2	3.3	8	6	a'=2;
+census	0	182	10	1	9	nan	-	-	a'=8;a=1;
+census	0	183	3	1	2	3.5	7	14	a'=2;
+census	0	189	1	1	0	2.8	8	14	
+census	0	188	1	1	0	3.0	12	17	
+census	0	185	1	1	0	nan	-	-	
+census	0	187	3	1	2	3.4	6	4	a'=2;
+census	0	184	5	1	4	3.6	14	8	a'=4;
+census	0	186	7	1	6	nan	-	-	a'=6;
+census	0	191	2	1	1	nan	-	-	a'=1;
+census	0	190	13	1	12	nan	-	-	a'=10;b=1;a=1;
+census	0	193	1	1	0	2.8	0	9	
+census	0	196	3	1	2	3.2	7	8	a'=2;
+census	0	195	13	1	12	2.9	10	15	a'=11;b=1;
+census	0	194	2	1	1	nan	-	-	a'=1;
+census	0	192	2	1	1	nan	-	-	a=1;
+census	0	197	6	1	5	nan	-	-	a'=4;b=1;
+census	0	198	3	1	2	nan	-	-	a'=2;
+census	0	199	1	1	0	3.0	13	6	
+census	0	200	3	1	2	nan	-	-	a'=1;a=1;
+census	0	203	4	1	3	nan	-	-	a'=3;
+census	0	205	2	1	1	3.0	2	21	a'=1;
+census	0	201	4	1	3	nan	-	-	a'=3;
+census	0	202	1	1	0	3.0	10	8	
+census	0	204	2	1	1	nan	-	-	a'=1;
+census	0	206	4	1	3	3.0	12	27	a'=2;c=1;
+census	0	207	2	1	1	nan	-	-	a'=1;
+census	0	208	5	1	4	3.6	0	5	a'=3;a=1;
+census	0	211	3	1	2	2.8	5	24	a'=1;a=1;
+census	0	210	5	1	4	nan	-	-	a'=3;b=1;
+census	0	212	2	1	1	3.0	13	7	a'=1;
+census	0	213	2	1	1	nan	-	-	a'=1;
+census	0	209	2	1	1	nan	-	-	c=1;
+census	0	214	3	1	2	nan	-	-	a'=1;a=1;
+census	0	215	3	1	2	3.5	3	17	a'=2;
+census	0	217	3	1	2	nan	-	-	a'=2;
+census	0	216	2	1	1	3.8	7	8	a'=1;
+census	0	219	4	1	3	3.4	11	16	a'=2;a=1;
+census	0	220	6	1	5	3.0	15	7	a'=3;a=2;
+census	0	221	3	1	2	nan	-	-	a'=1;a=1;
+census	0	223	6	1	5	nan	-	-	a'=5;
+census	0	222	1	1	0	3.1	1	15	
+census	0	224	6	1	5	3.2	11	18	a'=5;
+census	0	226	1	1	0	3.6	13	26	
+census	0	218	5	1	4	nan	-	-	c''=2;a'=2;
+census	0	227	9	1	8	3.6	2	2	a'=8;
+census	0	225	2	1	1	3.6	8	2	b=1;
+census	0	228	2	1	1	nan	-	-	a'=1;
+census	0	230	2	1	1	nan	-	-	a'=1;
+census	0	229	3	1	2	2.9	9	5	a'=2;
+census	0	234	3	1	2	2.7	13	11	a'=2;
+census	0	232	6	1	5	3.5	4	10	a=3;a'=2;
+census	0	231	2	1	1	nan	-	-	a'=1;
+census	0	235	1	1	0	3.5	14	20	
+census	0	236	1	1	0	3.2	3	2	
+census	0	237	5	1	4	nan	-	-	a'=4;
+census	0	238	11	1	10	nan	-	-	a'=9;a=1;
+census	0	233	3	1	2	nan	-	-	a'=2;
+census	0	240	2	1	1	3.4	14	17	a'=1;
+census	0	239	2	1	1	3.0	2	13	a'=1;
+census	0	241	4	1	3	nan	-	-	a'=2;b=1;
+census	0	242	1	1	0	3.3	13	4	
+census	0	246	3	1	2	3.1	10	1	a'=2;
+census	0	243	4	1	3	nan	-	-	a'=3;
+census	0	244	3	1	2	nan	-	-	a'=2;
+census	0	245	4	1	3	nan	-	-	a'=3;
+census	0	247	12	1	11	3.0	14	6	a'=9;a=2;
+census	0	251	3	1	2	nan	-	-	a'=2;
+census	0	250	4	1	3	3.1	10	3	a'=2;b=1;
+census	0	248	1	1	0	nan	-	-	
+census	0	249	4	1	3	3.0	1	17	a'=3;
+census	0	253	9	1	8	3.4	13	16	a'=7;a=1;
+census	0	252	3	1	2	3.6	7	20	a'=2;
+census	0	254	2	1	1	2.9	0	22	a'=1;
+census	0	255	1	1	0	nan	-	-	
+# end 2026-10-08T15:29:18Z rows=257

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-p10.log

@@ -0,0 +1,78 @@
+lease: 0 of 2 pool cores free (88 leased); waiting
+lease: holding 8 pool cores (64,65,66,67,68,69,70,71, waited 681 s, class v5, mem 8 GB): class v6 census: pack hl-v6-fold F8 known-failed p10 at 2^24 (window control, by site)
+[2026-10-08T15:19:38Z] attack-f8 0.1.0 (igneum-pow 4); args ["census", "--programs", "10..10", "--nonces", "16777216", "--control", "window", "--by-site", "--class", "v5", "--state", "/srv/builds/v6-census/packs/node1-state.igsd1", "--load-class", "mx8+sh256x27+state+fold", "--era-widths", "4", "--day", "20730", "--threads", "8", "--out", "/srv/builds/v6-census/packs-out/hl-v6-fold/f8-p10"]
+[2026-10-08T15:19:38Z] census warps: programs [10] day 20730 nonces 16777216 threads 8 plant none validate all check_every 997 diag true
+[2026-10-08T15:19:39Z] day 20730: cache filled in 0.62 s, fnv 448274a57f508cbc
+[2026-10-08T15:19:53Z] table: 16777216 items derived with their 8 lines in 14.0 s; library comparison all (0 mismatches)
+[2026-10-08T15:19:57Z] program p10-attack-f8: epoch seed 09368273d8db2033d44dd7ded3ddc0b77f0534c0eda2df0738322f27703dbf14 era seed 765f89f9870a30625296d2e6a5c5c5e669f5c92126edf631cc3dc00cffdfadf4 id 7e5425fb9ac12de3 attempt 0 class mx8-era8e8bdbb5+sh256x27+state+fold op mix load=16 shfl=8 xor=7 mad=6 rotl=6 add=4 mul=4 rotr=4 sub=4 mulhi=3 or=2; era stride mul 0x5732bb5d rot 17 interleave [3, 5, 8, 13] windows 1:1:1 2:1:1 4:0:0 5:2:2 8:0:0 18:2:3 24:0:0 25:2:1 28:2:1 37:2:0 39:2:3 41:1:0 45:1:0 52:0:0 53:1:0 57:1:1
+[2026-10-08T15:19:57Z] load site instr 1: src r3 win 1 off 1; last base writer mul at 60; writers back to the last injecting one: mul@60 load@57; shadow writes of r3 per rep: add=10 mad=4 mul=2 mulhi=2 or=2 rotl=2 rotr=1 shfl=6 sub=2 xor=1
+[2026-10-08T15:19:57Z] load site instr 2: src r1 win 1 off 1; last base writer load at 1; writers back to the last injecting one: load@1; shadow writes of r1 per rep: add=2 mad=5 mul=4 mulhi=7 rotl=4 rotr=1 shfl=7 sub=1 xor=3
+[2026-10-08T15:19:57Z] load site instr 4: src r3 win 0 off 0; last base writer load at 2; writers back to the last injecting one: load@2; shadow writes of r3 per rep: add=10 mad=4 mul=2 mulhi=2 or=2 rotl=2 rotr=1 shfl=6 sub=2 xor=1
+[2026-10-08T15:19:57Z] load site instr 5: src r1 win 2 off 2; last base writer xor at 3; writers back to the last injecting one: xor@3; shadow writes of r1 per rep: add=2 mad=5 mul=4 mulhi=7 rotl=4 rotr=1 shfl=7 sub=1 xor=3
+[2026-10-08T15:19:57Z] load site instr 8: src r6 win 0 off 0; last base writer sub at 7; writers back to the last injecting one: sub@7; shadow writes of r6 per rep: add=5 mul=3 mulhi=2 or=2 rotl=3 rotr=1 shfl=3 sub=2 xor=5
+[2026-10-08T15:19:57Z] load site instr 18: src r5 win 2 off 3; last base writer rotl at 9; writers back to the last injecting one: rotl@9 mul@51 xor@50; shadow writes of r5 per rep: add=3 mad=5 mul=1 mulhi=3 rotl=2 rotr=2 shfl=1 sub=1 xor=5
+[2026-10-08T15:19:57Z] load site instr 24: src r2 win 0 off 0; last base writer load at 18; writers back to the last injecting one: load@18; shadow writes of r2 per rep: add=4 mad=10 mul=2 mulhi=1 rotl=5 rotr=2 shfl=6 sub=3 xor=3
+[2026-10-08T15:19:57Z] load site instr 25: src r6 win 2 off 1; last base writer shfl at 15; writers back to the last injecting one: shfl@15; shadow writes of r6 per rep: add=5 mul=3 mulhi=2 or=2 rotl=3 rotr=1 shfl=3 sub=2 xor=5
+[2026-10-08T15:19:57Z] load site instr 28: src r0 win 2 off 1; last base writer mad at 20; writers back to the last injecting one: mad@20; shadow writes of r0 per rep: add=10 mad=3 mul=2 mulhi=3 rotl=1 rotr=3 shfl=8 sub=4 xor=3
+[2026-10-08T15:19:57Z] load site instr 37: src r7 win 2 off 0; last base writer rotl at 31; writers back to the last injecting one: rotl@31 load@24; shadow writes of r7 per rep: add=4 mad=8 mul=2 mulhi=7 or=1 rotl=5 rotr=3 shfl=3 sub=2 xor=3
+[2026-10-08T15:19:57Z] load site instr 39: src r2 win 2 off 3; last base writer rotl at 36; writers back to the last injecting one: rotl@36 xor@32; shadow writes of r2 per rep: add=4 mad=10 mul=2 mulhi=1 rotl=5 rotr=2 shfl=6 sub=3 xor=3
+[2026-10-08T15:19:57Z] load site instr 41: src r1 win 1 off 0; last base writer add at 33; writers back to the last injecting one: add@33; shadow writes of r1 per rep: add=2 mad=5 mul=4 mulhi=7 rotl=4 rotr=1 shfl=7 sub=1 xor=3
+[2026-10-08T15:19:57Z] load site instr 45: src r0 win 1 off 0; last base writer xor at 43; writers back to the last injecting one: xor@43; shadow writes of r0 per rep: add=10 mad=3 mul=2 mulhi=3 rotl=1 rotr=3 shfl=8 sub=4 xor=3
+[2026-10-08T15:19:57Z] load site instr 52: src r0 win 0 off 0; last base writer add at 46; writers back to the last injecting one: add@46; shadow writes of r0 per rep: add=10 mad=3 mul=2 mulhi=3 rotl=1 rotr=3 shfl=8 sub=4 xor=3
+[2026-10-08T15:19:57Z] load site instr 53: src r4 win 1 off 0; last base writer load at 52; writers back to the last injecting one: load@52; shadow writes of r4 per rep: add=4 mad=3 mul=4 or=2 rotl=6 rotr=3 shfl=3 sub=1 xor=4
+[2026-10-08T15:19:57Z] load site instr 57: src r7 win 1 off 1; last base writer load at 53; writers back to the last injecting one: load@53; shadow writes of r7 per rep: add=4 mad=8 mul=2 mulhi=7 or=1 rotl=5 rotr=3 shfl=3 sub=2 xor=3
+[2026-10-08T15:19:57Z] window layer: site item windows (first, items) (0x800000,2^23) (0x800000,2^23) (0x0,2^24) (0x800000,2^22) (0x0,2^24) (0xc00000,2^22) (0x0,2^24) (0x400000,2^22) (0x400000,2^22) (0x0,2^22) (0xc00000,2^22) (0x0,2^23) (0x0,2^23) (0x0,2^24) (0x0,2^23) (0x800000,2^23); expected reads per item by quarter 112.000 144.000 112.000 144.000 (flat uniform 128.000)
+[2026-10-08T15:23:18Z] 524288 warps (16777216 nonces) interpreted in 200.8 s (3.065 ms per warp per thread); Epoch::hash_warp agreement on 589 warps: 0 mismatches
+[2026-10-08T15:23:18Z] p10-attack-f8 distinct lines per hash: n 16777216 min 1012 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8711
+[2026-10-08T15:23:18Z] p10-attack-f8 distinct items per hash: n 16777216 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:23:18Z] p10-attack-f8 distinct lines per warp: n 524288 min 32566 p1 32605 median 32637 p99 32664 max 32687 mean 32636.2753
+[2026-10-08T15:23:18Z] p10-attack-f8 distinct items per warp: n 524288 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4878
+[2026-10-08T15:23:18Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:23:18Z] positions: largest hi16-bucket (256 items) share 0.0071% at p88 (iteration 5, site 8, instr 28); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p57 (site 9, instr 37)
+[2026-10-08T15:23:18Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p6 (site 6, instr 24); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:23:18Z] p10-attack-f8 item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 261 (bin 4720417) z_max +11.76 min 60 z_min -6.01 chi2/dof 3.78685 chi2_z +8071.58 top0.1% 0.17010% top0.5% 0.80766% top1% 1.57032%
+[2026-10-08T15:23:18Z] p10-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.70048 largest 261 (item 0x480721) at +9.75 sigma smallest at -5.50; buckets64 chi2/dof 1.00611 largest 9646 (bucket 94097) at +4.48 sigma smallest at -4.60
+[2026-10-08T15:23:29Z] p10-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 214 (bin 16348164) z_max +7.60 min 61 z_min -5.92 chi2/dof 3.00028 chi2_z +5793.42 top0.1% 0.14333% top0.5% 0.69129% top1% 1.35803%
+[2026-10-08T15:23:29Z] p10-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99993 largest +5.83 sigma; buckets64 chi2/dof 0.99937 largest +4.79 smallest -4.56
+[2026-10-08T15:23:29Z] 6-sigma p10-attack-f8 items buckets64 against the window density: largest bucket +4.48 sigma, smallest -4.60 -> within 6 sigma
+[2026-10-08T15:23:29Z] hot-set p10-attack-f8 items (windowed control): f 0.1% S_f 0.17010% E_f(control) 0.14333% X_f +0.02677% X_f/f +0.2677 -> no hot set
+[2026-10-08T15:23:29Z] hot-set p10-attack-f8 items (windowed control): f 0.5% S_f 0.80766% E_f(control) 0.69129% X_f +0.11637% X_f/f +0.2327 -> no hot set
+[2026-10-08T15:23:29Z] hot-set p10-attack-f8 items (windowed control): f 1.0% S_f 1.57032% E_f(control) 1.35803% X_f +0.21228% X_f/f +0.2123 -> no hot set
+[2026-10-08T15:23:29Z] hot-set p10-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:23:40Z] p10-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 193 (bin 5932401) z_max +5.75 min 76 z_min -4.60 chi2/dof 1.00015 chi2_z +0.44 top0.1% 0.13106% top0.5% 0.63250% top1% 1.24339%
+[2026-10-08T15:23:40Z] hot-set p10-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.17010% E_f(control) 0.13106% X_f +0.03905% X_f/f +0.3905 -> no hot set
+[2026-10-08T15:23:40Z] hot-set p10-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.80766% E_f(control) 0.63250% X_f +0.17516% X_f/f +0.3503 -> no hot set
+[2026-10-08T15:23:40Z] hot-set p10-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.57032% E_f(control) 1.24339% X_f +0.32692% X_f/f +0.3269 -> no hot set
+[2026-10-08T15:23:40Z] hot-set p10-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:23:40Z] ratio p10-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.1868x / 1.1683x / 1.1563x (gate 1.2x at 0.1%: within); over the FLAT control 1.2979x / 1.2769x / 1.2629x
+[2026-10-08T15:23:42Z] attribution: hot threshold count >= 212 marks 17283 items (0.1030% of items) holding 3760226 reads (0.1751% of reads); top 8 items t=0x480721:261 t=0x448c91:256 t=0x6ddcfc:253 t=0x6c21f2:253 t=0x7678d7:250 t=0x6a1561:250 t=0x7d3b7b:249 t=0x4eeaf7:249
+[2026-10-08T15:25:04Z] attribution: reads on hot items per position (flat expectation 0.1030% of each position's 16777216 reads); the 24 largest: p88(it5 s8)=1.143% p56(it3 s8)=1.138% p120(it7 s8)=1.136% p8(it0 s8)=1.136% p40(it2 s8)=1.135% p24(it1 s8)=1.132% p104(it6 s8)=1.132% p72(it4 s8)=1.131% p71(it4 s7)=0.480% p7(it0 s7)=0.477% p87(it5 s7)=0.477% p119(it7 s7)=0.476% p39(it2 s7)=0.476% p23(it1 s7)=0.476% p103(it6 s7)=0.475% p55(it3 s7)=0.475% p124(it7 s12)=0.240% p59(it3 s11)=0.240% p11(it0 s11)=0.239% p46(it2 s14)=0.239% p12(it0 s12)=0.239% p76(it4 s12)=0.239% p94(it5 s14)=0.239% p75(it4 s11)=0.239%
+[2026-10-08T15:25:04Z] attribution: hot reads by iteration it0=0.175% it1=0.175% it2=0.175% it3=0.175% it4=0.175% it5=0.176% it6=0.175% it7=0.175% ; by site s0=0.000% s1=0.000% s2=0.119% s3=0.000% s4=0.119% s5=0.000% s6=0.119% s7=0.477% s8=1.135% s9=0.000% s10=0.000% s11=0.238% s12=0.238% s13=0.119% s14=0.237% s15=0.000%
+[2026-10-08T15:25:04Z] site 0 (instr 1, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1030%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T15:25:04Z] site 1 (instr 2, src r1, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1030%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T15:25:04Z] site 2 (instr 4, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1185% (flat expectation 0.1030%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:25:04Z] site 3 (instr 5, src r1, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1030%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0063% (window expectation 0.0061%)
+[2026-10-08T15:25:04Z] site 4 (instr 8, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1192% (flat expectation 0.1030%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:25:04Z] site 5 (instr 18, src r5, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1030%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:25:04Z] site 6 (instr 24, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1190% (flat expectation 0.1030%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:25:04Z] site 7 (instr 25, src r6, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.4767% (flat expectation 0.1030%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:25:04Z] site 8 (instr 28, src r0, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 1.1355% (flat expectation 0.1030%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0063% (window expectation 0.0061%)
+[2026-10-08T15:25:04Z] site 9 (instr 37, src r7, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1030%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:25:04Z] site 10 (instr 39, src r2, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1030%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:25:04Z] site 11 (instr 41, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2382% (flat expectation 0.1030%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T15:25:04Z] site 12 (instr 45, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2381% (flat expectation 0.1030%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T15:25:04Z] site 13 (instr 52, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1190% (flat expectation 0.1030%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:25:04Z] site 14 (instr 53, src r4, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2374% (flat expectation 0.1030%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T15:25:04Z] site 15 (instr 57, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1030%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T15:25:04Z] attribution: item 0x480721 (261 reads) read from positions p104(it6 s8)x18 p56(it3 s8)x17 p72(it4 s8)x17 p120(it7 s8)x17 p8(it0 s8)x14 p88(it5 s8)x13 p24(it1 s8)x12 p55(it3 s7)x12 p103(it6 s7)x10 p40(it2 s8)x8 p23(it1 s7)x6 p126(it7 s14)x5
+[2026-10-08T15:25:04Z] attribution: item 0x448c91 (256 reads) read from positions p104(it6 s8)x23 p8(it0 s8)x16 p120(it7 s8)x15 p72(it4 s8)x14 p88(it5 s8)x14 p56(it3 s8)x13 p24(it1 s8)x12 p40(it2 s8)x12 p7(it0 s7)x8 p11(it0 s11)x5 p60(it3 s12)x5 p87(it5 s7)x5
+[2026-10-08T15:25:04Z] attribution: item 0x6ddcfc (253 reads) read from positions p72(it4 s8)x17 p24(it1 s8)x16 p56(it3 s8)x15 p40(it2 s8)x11 p88(it5 s8)x11 p104(it6 s8)x11 p120(it7 s8)x10 p8(it0 s8)x9 p23(it1 s7)x8 p55(it3 s7)x8 p7(it0 s7)x7 p71(it4 s7)x7
+[2026-10-08T15:25:04Z] attribution: item 0x6c21f2 (253 reads) read from positions p56(it3 s8)x21 p120(it7 s8)x18 p24(it1 s8)x16 p72(it4 s8)x14 p40(it2 s8)x13 p88(it5 s8)x13 p104(it6 s8)x12 p8(it0 s8)x11 p87(it5 s7)x9 p119(it7 s7)x7 p14(it0 s14)x5 p28(it1 s12)x5
+[2026-10-08T15:25:04Z] attribution: item 0x7678d7 (250 reads) read from positions p56(it3 s8)x17 p72(it4 s8)x16 p88(it5 s8)x16 p104(it6 s8)x15 p8(it0 s8)x14 p24(it1 s8)x13 p40(it2 s8)x10 p120(it7 s8)x10 p126(it7 s14)x8 p23(it1 s7)x8 p7(it0 s7)x6 p39(it2 s7)x6
+[2026-10-08T15:25:04Z] attribution: item 0x6a1561 (250 reads) read from positions p56(it3 s8)x18 p72(it4 s8)x14 p88(it5 s8)x14 p104(it6 s8)x13 p24(it1 s8)x12 p120(it7 s8)x12 p8(it0 s8)x11 p7(it0 s7)x10 p40(it2 s8)x9 p119(it7 s7)x8 p28(it1 s12)x7 p43(it2 s11)x7
+[2026-10-08T15:25:04Z] attribution: item 0x7d3b7b (249 reads) read from positions p104(it6 s8)x16 p24(it1 s8)x15 p40(it2 s8)x13 p56(it3 s8)x13 p72(it4 s8)x13 p8(it0 s8)x11 p71(it4 s7)x11 p120(it7 s8)x11 p88(it5 s8)x9 p23(it1 s7)x8 p119(it7 s7)x8 p7(it0 s7)x7
+[2026-10-08T15:25:04Z] attribution: item 0x4eeaf7 (249 reads) read from positions p104(it6 s8)x17 p72(it4 s8)x14 p88(it5 s8)x14 p8(it0 s8)x13 p120(it7 s8)x13 p40(it2 s8)x11 p56(it3 s8)x10 p39(it2 s7)x7 p91(it5 s11)x7 p126(it7 s14)x7 p27(it1 s11)x6 p4(it0 s4)x5
+[2026-10-08T15:25:04Z] hottest item p10-attack-f8 (0x480721): 261 reads (0.0000% of all); predicted source none
+[2026-10-08T15:25:04Z] program p10-attack-f8 DONE: 16777216 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+Terminated
+lease: released 8 pool cores after 1007 s, exit 0

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-p10/warps-p10-attack-f8-d20730-n16777216-none-distinct.txt

@@ -0,0 +1,139 @@
+# distinct lines_hash: value count
+lines_hash 1012 1
+lines_hash 1013 1
+lines_hash 1014 55
+lines_hash 1015 934
+lines_hash 1016 7326
+lines_hash 1019 3
+lines_hash 1020 144
+lines_hash 1021 4732
+lines_hash 1022 115525
+lines_hash 1023 1849073
+lines_hash 1024 14799422
+# distinct items_hash: value count
+items_hash 127 8317
+items_hash 128 16768899
+# distinct lines_warp: value count
+lines_warp 32566 1
+lines_warp 32573 1
+lines_warp 32574 2
+lines_warp 32575 2
+lines_warp 32576 1
+lines_warp 32577 2
+lines_warp 32578 3
+lines_warp 32579 5
+lines_warp 32580 8
+lines_warp 32581 5
+lines_warp 32582 7
+lines_warp 32583 9
+lines_warp 32584 12
+lines_warp 32585 12
+lines_warp 32586 26
+lines_warp 32587 34
+lines_warp 32588 34
+lines_warp 32589 38
+lines_warp 32590 40
+lines_warp 32591 64
+lines_warp 32592 82
+lines_warp 32593 105
+lines_warp 32594 123
+lines_warp 32595 154
+lines_warp 32596 168
+lines_warp 32597 240
+lines_warp 32598 277
+lines_warp 32599 331
+lines_warp 32600 403
+lines_warp 32601 479
+lines_warp 32602 577
+lines_warp 32603 668
+lines_warp 32604 752
+lines_warp 32605 921
+lines_warp 32606 1110
+lines_warp 32607 1321
+lines_warp 32608 1500
+lines_warp 32609 1709
+lines_warp 32610 2007
+lines_warp 32611 2366
+lines_warp 32612 2637
+lines_warp 32613 2990
+lines_warp 32614 3523
+lines_warp 32615 3802
+lines_warp 32616 4341
+lines_warp 32617 4839
+lines_warp 32618 5624
+lines_warp 32619 6104
+lines_warp 32620 6984
+lines_warp 32621 7364
+lines_warp 32622 8143
+lines_warp 32623 8911
+lines_warp 32624 9450
+lines_warp 32625 10514
+lines_warp 32626 11420
+lines_warp 32627 11994
+lines_warp 32628 12473
+lines_warp 32629 13529
+lines_warp 32630 14045
+lines_warp 32631 14681
+lines_warp 32632 15341
+lines_warp 32633 15684
+lines_warp 32634 16150
+lines_warp 32635 16647
+lines_warp 32636 16795
+lines_warp 32637 16780
+lines_warp 32638 16580
+lines_warp 32639 16777
+lines_warp 32640 16275
+lines_warp 32641 15918
+lines_warp 32642 15494
+lines_warp 32643 15125
+lines_warp 32644 14359
+lines_warp 32645 13983
+lines_warp 32646 13082
+lines_warp 32647 12260
+lines_warp 32648 11370
+lines_warp 32649 10546
+lines_warp 32650 9758
+lines_warp 32651 8788
+lines_warp 32652 8035
+lines_warp 32653 7277
+lines_warp 32654 6484
+lines_warp 32655 5731
+lines_warp 32656 4979
+lines_warp 32657 4299
+lines_warp 32658 3770
+lines_warp 32659 3118
+lines_warp 32660 2615
+lines_warp 32661 2209
+lines_warp 32662 1787
+lines_warp 32663 1552
+lines_warp 32664 1315
+lines_warp 32665 967
+lines_warp 32666 812
+lines_warp 32667 621
+lines_warp 32668 509
+lines_warp 32669 352
+lines_warp 32670 307
+lines_warp 32671 251
+lines_warp 32672 168
+lines_warp 32673 136
+lines_warp 32674 104
+lines_warp 32675 48
+lines_warp 32676 48
+lines_warp 32677 38
+lines_warp 32678 21
+lines_warp 32679 20
+lines_warp 32680 10
+lines_warp 32681 4
+lines_warp 32682 7
+lines_warp 32683 5
+lines_warp 32684 5
+lines_warp 32685 3
+lines_warp 32687 2
+# distinct items_warp: value count
+items_warp 4090 7
+items_warp 4091 91
+items_warp 4092 913
+items_warp 4093 6951
+items_warp 4094 41329
+items_warp 4095 160880
+items_warp 4096 314117

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-p10/warps-p10-attack-f8-d20730-n16777216-none-positions.txt

@@ -0,0 +1,129 @@
+# position iteration site instr max_hi16_bucket_share saturated_share
+0 0 0 1 0.000036 0.000000
+1 0 1 2 0.000036 0.000000
+2 0 2 4 0.000020 0.000000
+3 0 3 5 0.000069 0.000000
+4 0 4 8 0.000019 0.000000
+5 0 5 18 0.000068 0.000000
+6 0 6 24 0.000020 0.000000
+7 0 7 25 0.000070 0.000000
+8 0 8 28 0.000068 0.000000
+9 0 9 37 0.000068 0.000000
+10 0 10 39 0.000069 0.000000
+11 0 11 41 0.000036 0.000000
+12 0 12 45 0.000036 0.000000
+13 0 13 52 0.000020 0.000000
+14 0 14 53 0.000036 0.000000
+15 0 15 57 0.000036 0.000000
+16 1 0 1 0.000036 0.000000
+17 1 1 2 0.000036 0.000000
+18 1 2 4 0.000020 0.000000
+19 1 3 5 0.000071 0.000000
+20 1 4 8 0.000020 0.000000
+21 1 5 18 0.000069 0.000000
+22 1 6 24 0.000020 0.000000
+23 1 7 25 0.000069 0.000000
+24 1 8 28 0.000070 0.000000
+25 1 9 37 0.000070 0.000000
+26 1 10 39 0.000068 0.000000
+27 1 11 41 0.000036 0.000000
+28 1 12 45 0.000037 0.000000
+29 1 13 52 0.000019 0.000000
+30 1 14 53 0.000036 0.000000
+31 1 15 57 0.000036 0.000000
+32 2 0 1 0.000036 0.000000
+33 2 1 2 0.000036 0.000000
+34 2 2 4 0.000019 0.000000
+35 2 3 5 0.000068 0.000000
+36 2 4 8 0.000019 0.000000
+37 2 5 18 0.000068 0.000000
+38 2 6 24 0.000020 0.000000
+39 2 7 25 0.000068 0.000000
+40 2 8 28 0.000069 0.000000
+41 2 9 37 0.000068 0.000000
+42 2 10 39 0.000068 0.000000
+43 2 11 41 0.000036 0.000000
+44 2 12 45 0.000036 0.000000
+45 2 13 52 0.000020 0.000000
+46 2 14 53 0.000036 0.000000
+47 2 15 57 0.000036 0.000000
+48 3 0 1 0.000036 0.000000
+49 3 1 2 0.000036 0.000000
+50 3 2 4 0.000020 0.000000
+51 3 3 5 0.000068 0.000000
+52 3 4 8 0.000019 0.000000
+53 3 5 18 0.000069 0.000000
+54 3 6 24 0.000020 0.000000
+55 3 7 25 0.000070 0.000000
+56 3 8 28 0.000069 0.000000
+57 3 9 37 0.000068 0.000000
+58 3 10 39 0.000069 0.000000
+59 3 11 41 0.000036 0.000000
+60 3 12 45 0.000036 0.000000
+61 3 13 52 0.000020 0.000000
+62 3 14 53 0.000036 0.000000
+63 3 15 57 0.000036 0.000000
+64 4 0 1 0.000036 0.000000
+65 4 1 2 0.000036 0.000000
+66 4 2 4 0.000020 0.000000
+67 4 3 5 0.000068 0.000000
+68 4 4 8 0.000019 0.000000
+69 4 5 18 0.000069 0.000000
+70 4 6 24 0.000020 0.000000
+71 4 7 25 0.000069 0.000000
+72 4 8 28 0.000068 0.000000
+73 4 9 37 0.000068 0.000000
+74 4 10 39 0.000068 0.000000
+75 4 11 41 0.000036 0.000000
+76 4 12 45 0.000036 0.000000
+77 4 13 52 0.000019 0.000000
+78 4 14 53 0.000036 0.000000
+79 4 15 57 0.000037 0.000000
+80 5 0 1 0.000037 0.000000
+81 5 1 2 0.000036 0.000000
+82 5 2 4 0.000020 0.000000
+83 5 3 5 0.000069 0.000000
+84 5 4 8 0.000019 0.000000
+85 5 5 18 0.000068 0.000000
+86 5 6 24 0.000019 0.000000
+87 5 7 25 0.000070 0.000000
+88 5 8 28 0.000071 0.000000
+89 5 9 37 0.000069 0.000000
+90 5 10 39 0.000069 0.000000
+91 5 11 41 0.000036 0.000000
+92 5 12 45 0.000037 0.000000
+93 5 13 52 0.000020 0.000000
+94 5 14 53 0.000036 0.000000
+95 5 15 57 0.000038 0.000000
+96 6 0 1 0.000036 0.000000
+97 6 1 2 0.000036 0.000000
+98 6 2 4 0.000020 0.000000
+99 6 3 5 0.000069 0.000000
+100 6 4 8 0.000020 0.000000
+101 6 5 18 0.000068 0.000000
+102 6 6 24 0.000020 0.000000
+103 6 7 25 0.000068 0.000000
+104 6 8 28 0.000068 0.000000
+105 6 9 37 0.000070 0.000000
+106 6 10 39 0.000068 0.000000
+107 6 11 41 0.000036 0.000000
+108 6 12 45 0.000037 0.000000
+109 6 13 52 0.000019 0.000000
+110 6 14 53 0.000036 0.000000
+111 6 15 57 0.000036 0.000000
+112 7 0 1 0.000037 0.000000
+113 7 1 2 0.000037 0.000000
+114 7 2 4 0.000019 0.000000
+115 7 3 5 0.000069 0.000000
+116 7 4 8 0.000019 0.000000
+117 7 5 18 0.000068 0.000000
+118 7 6 24 0.000019 0.000000
+119 7 7 25 0.000068 0.000000
+120 7 8 28 0.000068 0.000000
+121 7 9 37 0.000068 0.000000
+122 7 10 39 0.000068 0.000000
+123 7 11 41 0.000036 0.000000
+124 7 12 45 0.000036 0.000000
+125 7 13 52 0.000019 0.000000
+126 7 14 53 0.000036 0.000000
+127 7 15 57 0.000036 0.000000

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-p15.log

@@ -0,0 +1,78 @@
+lease: 0 of 2 pool cores free (88 leased); waiting
+lease: holding 8 pool cores (64,65,66,67,68,69,70,71, waited 20 s, class v5, mem 8 GB): class v6 census: pack hl-v6-fold F8 known-failed p15 at 2^24 (window control, by site)
+[2026-10-08T15:08:38Z] attack-f8 0.1.0 (igneum-pow 4); args ["census", "--programs", "15..15", "--nonces", "16777216", "--control", "window", "--by-site", "--class", "v5", "--state", "/srv/builds/v6-census/packs/node1-state.igsd1", "--load-class", "mx8+sh256x27+state+fold", "--era-widths", "4", "--day", "20730", "--threads", "8", "--out", "/srv/builds/v6-census/packs-out/hl-v6-fold/f8-p15"]
+[2026-10-08T15:08:38Z] census warps: programs [15] day 20730 nonces 16777216 threads 8 plant none validate all check_every 997 diag true
+[2026-10-08T15:08:39Z] day 20730: cache filled in 0.60 s, fnv 448274a57f508cbc
+[2026-10-08T15:08:53Z] table: 16777216 items derived with their 8 lines in 14.2 s; library comparison all (0 mismatches)
+[2026-10-08T15:09:01Z] program p15-attack-f8: epoch seed 65d1bc6af696d940f57d7d04469e29dd7c1eb69055619045911121b1dcec8b69 era seed e6b5324458cfd3c3326baed2aabd49cc361a17bc5efdde9e291daddad21ec5c7 id 91d034245c0fbc07 attempt 4 class mx8-era676c3949+sh256x27+state+fold op mix load=16 add=11 rotl=10 shfl=6 xor=6 mad=4 mulhi=3 or=3 rotr=3 mul=1 sub=1; era stride mul 0x26f35c81 rot 26 interleave [0, 2, 14, 15] windows 1:1:1 2:0:0 12:0:0 13:2:2 16:0:0 18:2:1 26:1:1 30:2:1 37:2:1 38:2:1 41:1:0 42:0:0 48:2:3 54:0:0 55:0:0 58:1:0
+[2026-10-08T15:09:01Z] load site instr 1: src r1 win 1 off 1; last base writer rotl at 0; writers back to the last injecting one: rotl@0 mul@57 rotl@52 xor@47; shadow writes of r1 per rep: add=7 mad=6 mul=4 mulhi=3 or=1 rotl=1 rotr=5 shfl=4 sub=6 xor=6
+[2026-10-08T15:09:01Z] load site instr 2: src r5 win 0 off 0; last base writer load at 1; writers back to the last injecting one: load@1; shadow writes of r5 per rep: add=10 mul=5 mulhi=6 or=2 rotl=1 rotr=4 shfl=1 sub=1 xor=5
+[2026-10-08T15:09:01Z] load site instr 12: src r2 win 0 off 0; last base writer add at 4; writers back to the last injecting one: add@4; shadow writes of r2 per rep: add=8 mad=2 mul=2 mulhi=2 or=2 rotl=8 rotr=7 shfl=2 sub=1 xor=6
+[2026-10-08T15:09:01Z] load site instr 13: src r1 win 2 off 2; last base writer load at 2; writers back to the last injecting one: load@2; shadow writes of r1 per rep: add=7 mad=6 mul=4 mulhi=3 or=1 rotl=1 rotr=5 shfl=4 sub=6 xor=6
+[2026-10-08T15:09:01Z] load site instr 16: src r3 win 0 off 0; last base writer load at 13; writers back to the last injecting one: load@13; shadow writes of r3 per rep: add=7 mad=4 mul=3 mulhi=1 rotl=2 rotr=2 shfl=1 sub=1 xor=5
+[2026-10-08T15:09:01Z] load site instr 18: src r7 win 2 off 1; last base writer rotr at 10; writers back to the last injecting one: rotr@10 sub@5; shadow writes of r7 per rep: add=7 mad=3 mul=3 mulhi=1 or=2 rotl=3 rotr=1 shfl=1 sub=1 xor=4
+[2026-10-08T15:09:01Z] load site instr 26: src r5 win 1 off 1; last base writer add at 22; writers back to the last injecting one: add@22; shadow writes of r5 per rep: add=10 mul=5 mulhi=6 or=2 rotl=1 rotr=4 shfl=1 sub=1 xor=5
+[2026-10-08T15:09:01Z] load site instr 30: src r6 win 2 off 1; last base writer xor at 23; writers back to the last injecting one: xor@23; shadow writes of r6 per rep: add=5 mad=1 mul=3 mulhi=5 rotl=2 rotr=1 shfl=2 sub=1 xor=2
+[2026-10-08T15:09:01Z] load site instr 37: src r5 win 2 off 1; last base writer rotl at 32; writers back to the last injecting one: rotl@32 add@22; shadow writes of r5 per rep: add=10 mul=5 mulhi=6 or=2 rotl=1 rotr=4 shfl=1 sub=1 xor=5
+[2026-10-08T15:09:01Z] load site instr 38: src r3 win 2 off 1; last base writer load at 37; writers back to the last injecting one: load@37; shadow writes of r3 per rep: add=7 mad=4 mul=3 mulhi=1 rotl=2 rotr=2 shfl=1 sub=1 xor=5
+[2026-10-08T15:09:01Z] load site instr 41: src r0 win 1 off 0; last base writer xor at 34; writers back to the last injecting one: xor@34; shadow writes of r0 per rep: add=4 mad=3 mul=4 mulhi=4 or=4 rotl=5 shfl=4 sub=2 xor=1
+[2026-10-08T15:09:01Z] load site instr 42: src r1 win 0 off 0; last base writer load at 41; writers back to the last injecting one: load@41; shadow writes of r1 per rep: add=7 mad=6 mul=4 mulhi=3 or=1 rotl=1 rotr=5 shfl=4 sub=6 xor=6
+[2026-10-08T15:09:01Z] load site instr 48: src r1 win 2 off 3; last base writer xor at 47; writers back to the last injecting one: xor@47; shadow writes of r1 per rep: add=7 mad=6 mul=4 mulhi=3 or=1 rotl=1 rotr=5 shfl=4 sub=6 xor=6
+[2026-10-08T15:09:01Z] load site instr 54: src r2 win 0 off 0; last base writer xor at 49; writers back to the last injecting one: xor@49; shadow writes of r2 per rep: add=8 mad=2 mul=2 mulhi=2 or=2 rotl=8 rotr=7 shfl=2 sub=1 xor=6
+[2026-10-08T15:09:01Z] load site instr 55: src r6 win 0 off 0; last base writer shfl at 35; writers back to the last injecting one: shfl@35; shadow writes of r6 per rep: add=5 mad=1 mul=3 mulhi=5 rotl=2 rotr=1 shfl=2 sub=1 xor=2
+[2026-10-08T15:09:01Z] load site instr 58: src r4 win 1 off 0; last base writer add at 50; writers back to the last injecting one: add@50; shadow writes of r4 per rep: add=5 mad=2 mul=5 mulhi=2 or=2 rotl=1 rotr=3 shfl=6 sub=2 xor=5
+[2026-10-08T15:09:01Z] window layer: site item windows (first, items) (0x800000,2^23) (0x0,2^24) (0x0,2^24) (0x800000,2^22) (0x0,2^24) (0x400000,2^22) (0x800000,2^23) (0x400000,2^22) (0x400000,2^22) (0x400000,2^22) (0x0,2^23) (0x0,2^24) (0xc00000,2^22) (0x0,2^24) (0x0,2^24) (0x0,2^23); expected reads per item by quarter 80.000 208.000 112.000 112.000 (flat uniform 128.000)
+[2026-10-08T15:11:52Z] 524288 warps (16777216 nonces) interpreted in 170.9 s (2.608 ms per warp per thread); Epoch::hash_warp agreement on 589 warps: 0 mismatches
+[2026-10-08T15:11:52Z] p15-attack-f8 distinct lines per hash: n 16777216 min 1008 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8707
+[2026-10-08T15:11:52Z] p15-attack-f8 distinct items per hash: n 16777216 min 126 p1 128 median 128 p99 128 max 128 mean 127.9994
+[2026-10-08T15:11:52Z] p15-attack-f8 distinct lines per warp: n 524288 min 32558 p1 32604 median 32636 p99 32664 max 32686 mean 32635.8120
+[2026-10-08T15:11:52Z] p15-attack-f8 distinct items per warp: n 524288 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4309
+[2026-10-08T15:11:52Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:11:52Z] positions: largest hi16-bucket (256 items) share 0.0072% at p60 (iteration 3, site 12, instr 48); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 1)
+[2026-10-08T15:11:52Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p0 (site 0, instr 1); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:11:52Z] p15-attack-f8 item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 289 (bin 6464032) z_max +14.23 min 39 z_min -7.87 chi2/dof 19.00025 chi2_z +52134.28 top0.1% 0.19684% top0.5% 0.95204% top1% 1.87268%
+[2026-10-08T15:11:52Z] p15-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00100 largest 177 (item 0x9e133b) at +6.14 sigma smallest at -5.01; buckets64 chi2/dof 1.00656 largest 13833 (bucket 121982) at +4.52 sigma smallest at -4.24
+[2026-10-08T15:12:03Z] p15-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 285 (bin 8381628) z_max +13.88 min 36 z_min -8.13 chi2/dof 19.00164 chi2_z +52138.31 top0.1% 0.19693% top0.5% 0.95216% top1% 1.87270%
+[2026-10-08T15:12:03Z] p15-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00068 largest +5.70 sigma; buckets64 chi2/dof 1.00285 largest +4.45 smallest -4.44
+[2026-10-08T15:12:03Z] 6-sigma p15-attack-f8 items buckets64 against the window density: largest bucket +4.52 sigma, smallest -4.24 -> within 6 sigma
+[2026-10-08T15:12:03Z] hot-set p15-attack-f8 items (windowed control): f 0.1% S_f 0.19684% E_f(control) 0.19693% X_f -0.00009% X_f/f -0.0009 -> no hot set
+[2026-10-08T15:12:03Z] hot-set p15-attack-f8 items (windowed control): f 0.5% S_f 0.95204% E_f(control) 0.95216% X_f -0.00013% X_f/f -0.0003 -> no hot set
+[2026-10-08T15:12:03Z] hot-set p15-attack-f8 items (windowed control): f 1.0% S_f 1.87268% E_f(control) 1.87270% X_f -0.00002% X_f/f -0.0000 -> no hot set
+[2026-10-08T15:12:03Z] hot-set p15-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:12:12Z] p15-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 194 (bin 10872769) z_max +5.83 min 71 z_min -5.04 chi2/dof 0.99996 chi2_z -0.11 top0.1% 0.13110% top0.5% 0.63250% top1% 1.24332%
+[2026-10-08T15:12:12Z] hot-set p15-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.19684% E_f(control) 0.13110% X_f +0.06574% X_f/f +0.6574 -> no hot set
+[2026-10-08T15:12:12Z] hot-set p15-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.95204% E_f(control) 0.63250% X_f +0.31954% X_f/f +0.6391 -> no hot set
+[2026-10-08T15:12:12Z] hot-set p15-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.87268% E_f(control) 1.24332% X_f +0.62936% X_f/f +0.6294 -> no hot set
+[2026-10-08T15:12:12Z] hot-set p15-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:12:12Z] ratio p15-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 0.9995x / 0.9999x / 1.0000x (gate 1.2x at 0.1%: within); over the FLAT control 1.5015x / 1.5052x / 1.5062x
+[2026-10-08T15:12:13Z] attribution: hot threshold count >= 247 marks 19419 items (0.1157% of items) holding 4879662 reads (0.2272% of reads); top 8 items t=0x62a220:289 t=0x79a84c:283 t=0x6f4aaf:280 t=0x51a4bc:279 t=0x46e697:279 t=0x6e55b2:278 t=0x5b35df:278 t=0x467fe1:277
+[2026-10-08T15:13:34Z] attribution: reads on hot items per position (flat expectation 0.1157% of each position's 16777216 reads); the 24 largest: p21(it1 s5)=0.563% p53(it3 s5)=0.563% p55(it3 s7)=0.561% p8(it0 s8)=0.561% p88(it5 s8)=0.561% p23(it1 s7)=0.561% p56(it3 s8)=0.561% p69(it4 s5)=0.561% p120(it7 s8)=0.561% p103(it6 s7)=0.560% p71(it4 s7)=0.560% p7(it0 s7)=0.560% p117(it7 s5)=0.560% p72(it4 s8)=0.560% p39(it2 s7)=0.560% p121(it7 s9)=0.560% p105(it6 s9)=0.559% p41(it2 s9)=0.559% p25(it1 s9)=0.559% p57(it3 s9)=0.559% p104(it6 s8)=0.559% p37(it2 s5)=0.559% p119(it7 s7)=0.558% p40(it2 s8)=0.558%
+[2026-10-08T15:13:34Z] attribution: hot reads by iteration it0=0.227% it1=0.227% it2=0.227% it3=0.227% it4=0.227% it5=0.227% it6=0.227% it7=0.227% ; by site s0=0.000% s1=0.140% s2=0.140% s3=0.000% s4=0.140% s5=0.559% s6=0.000% s7=0.560% s8=0.560% s9=0.559% s10=0.279% s11=0.139% s12=0.000% s13=0.140% s14=0.140% s15=0.280%
+[2026-10-08T15:13:34Z] site 0 (instr 1, src r1, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1157%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T15:13:34Z] site 1 (instr 2, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1395% (flat expectation 0.1157%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:13:34Z] site 2 (instr 12, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1399% (flat expectation 0.1157%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:13:34Z] site 3 (instr 13, src r1, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1157%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0063% (window expectation 0.0061%)
+[2026-10-08T15:13:34Z] site 4 (instr 16, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1398% (flat expectation 0.1157%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:13:34Z] site 5 (instr 18, src r7, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.5594% (flat expectation 0.1157%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:13:34Z] site 6 (instr 26, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1157%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T15:13:34Z] site 7 (instr 30, src r6, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.5599% (flat expectation 0.1157%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:13:34Z] site 8 (instr 37, src r5, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.5599% (flat expectation 0.1157%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:13:34Z] site 9 (instr 38, src r3, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.5586% (flat expectation 0.1157%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:13:34Z] site 10 (instr 41, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2794% (flat expectation 0.1157%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T15:13:34Z] site 11 (instr 42, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1394% (flat expectation 0.1157%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:13:34Z] site 12 (instr 48, src r1, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1157%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:13:34Z] site 13 (instr 54, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1397% (flat expectation 0.1157%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:13:34Z] site 14 (instr 55, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1397% (flat expectation 0.1157%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:13:34Z] site 15 (instr 58, src r4, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2802% (flat expectation 0.1157%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T15:13:34Z] attribution: item 0x62a220 (289 reads) read from positions p117(it7 s5)x11 p7(it0 s7)x10 p69(it4 s5)x10 p15(it0 s15)x9 p41(it2 s9)x8 p87(it5 s7)x8 p24(it1 s8)x7 p40(it2 s8)x7 p104(it6 s8)x7 p119(it7 s7)x6 p5(it0 s5)x6 p55(it3 s7)x6
+[2026-10-08T15:13:34Z] attribution: item 0x79a84c (283 reads) read from positions p55(it3 s7)x11 p117(it7 s5)x8 p21(it1 s5)x8 p31(it1 s15)x8 p39(it2 s7)x8 p41(it2 s9)x8 p101(it6 s5)x8 p103(it6 s7)x8 p57(it3 s9)x7 p120(it7 s8)x6 p9(it0 s9)x6 p105(it6 s9)x6
+[2026-10-08T15:13:34Z] attribution: item 0x6f4aaf (280 reads) read from positions p9(it0 s9)x11 p23(it1 s7)x9 p37(it2 s5)x9 p8(it0 s8)x8 p56(it3 s8)x8 p88(it5 s8)x8 p24(it1 s8)x7 p105(it6 s9)x7 p119(it7 s7)x7 p5(it0 s5)x6 p7(it0 s7)x6 p71(it4 s7)x6
+[2026-10-08T15:13:34Z] attribution: item 0x51a4bc (279 reads) read from positions p103(it6 s7)x13 p41(it2 s9)x12 p89(it5 s9)x10 p104(it6 s8)x9 p7(it0 s7)x8 p37(it2 s5)x8 p72(it4 s8)x8 p21(it1 s5)x7 p24(it1 s8)x7 p85(it5 s5)x7 p9(it0 s9)x6 p25(it1 s9)x6
+[2026-10-08T15:13:34Z] attribution: item 0x46e697 (279 reads) read from positions p53(it3 s5)x10 p101(it6 s5)x10 p73(it4 s9)x9 p121(it7 s9)x8 p7(it0 s7)x8 p39(it2 s7)x8 p55(it3 s7)x8 p103(it6 s7)x8 p120(it7 s8)x8 p57(it3 s9)x7 p69(it4 s5)x7 p8(it0 s8)x6
+[2026-10-08T15:13:34Z] attribution: item 0x6e55b2 (278 reads) read from positions p55(it3 s7)x12 p24(it1 s8)x11 p89(it5 s9)x9 p23(it1 s7)x8 p71(it4 s7)x8 p72(it4 s8)x8 p104(it6 s8)x8 p53(it3 s5)x7 p101(it6 s5)x7 p103(it6 s7)x7 p105(it6 s9)x7 p117(it7 s5)x7
+[2026-10-08T15:13:34Z] attribution: item 0x5b35df (278 reads) read from positions p104(it6 s8)x10 p40(it2 s8)x9 p87(it5 s7)x9 p103(it6 s7)x9 p120(it7 s8)x8 p25(it1 s9)x8 p41(it2 s9)x8 p73(it4 s9)x8 p88(it5 s8)x8 p9(it0 s9)x6 p72(it4 s8)x6 p85(it5 s5)x6
+[2026-10-08T15:13:34Z] attribution: item 0x467fe1 (277 reads) read from positions p39(it2 s7)x11 p119(it7 s7)x9 p53(it3 s5)x8 p21(it1 s5)x7 p57(it3 s9)x7 p88(it5 s8)x7 p103(it6 s7)x7 p40(it2 s8)x6 p69(it4 s5)x6 p73(it4 s9)x6 p101(it6 s5)x6 p117(it7 s5)x6
+[2026-10-08T15:13:34Z] hottest item p15-attack-f8 (0x62a220): 289 reads (0.0000% of all); predicted source none
+[2026-10-08T15:13:34Z] program p15-attack-f8 DONE: 16777216 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+Terminated
+lease: released 8 pool cores after 317 s, exit 0

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-p15/warps-p15-attack-f8-d20730-n16777216-none-distinct.txt

@@ -0,0 +1,142 @@
+# distinct lines_hash: value count
+lines_hash 1008 2
+lines_hash 1013 1
+lines_hash 1014 56
+lines_hash 1015 1045
+lines_hash 1016 8216
+lines_hash 1019 1
+lines_hash 1020 141
+lines_hash 1021 4726
+lines_hash 1022 115322
+lines_hash 1023 1847646
+lines_hash 1024 14800060
+# distinct items_hash: value count
+items_hash 126 2
+items_hash 127 9318
+items_hash 128 16767896
+# distinct lines_warp: value count
+lines_warp 32558 1
+lines_warp 32565 1
+lines_warp 32566 1
+lines_warp 32573 4
+lines_warp 32574 2
+lines_warp 32575 2
+lines_warp 32576 4
+lines_warp 32577 2
+lines_warp 32578 3
+lines_warp 32579 2
+lines_warp 32580 10
+lines_warp 32581 7
+lines_warp 32582 12
+lines_warp 32583 19
+lines_warp 32584 15
+lines_warp 32585 26
+lines_warp 32586 28
+lines_warp 32587 44
+lines_warp 32588 55
+lines_warp 32589 56
+lines_warp 32590 65
+lines_warp 32591 66
+lines_warp 32592 89
+lines_warp 32593 115
+lines_warp 32594 153
+lines_warp 32595 178
+lines_warp 32596 236
+lines_warp 32597 274
+lines_warp 32598 320
+lines_warp 32599 372
+lines_warp 32600 467
+lines_warp 32601 527
+lines_warp 32602 663
+lines_warp 32603 747
+lines_warp 32604 889
+lines_warp 32605 1006
+lines_warp 32606 1233
+lines_warp 32607 1360
+lines_warp 32608 1633
+lines_warp 32609 1937
+lines_warp 32610 2248
+lines_warp 32611 2498
+lines_warp 32612 2874
+lines_warp 32613 3415
+lines_warp 32614 3822
+lines_warp 32615 4259
+lines_warp 32616 4746
+lines_warp 32617 5314
+lines_warp 32618 5887
+lines_warp 32619 6489
+lines_warp 32620 7163
+lines_warp 32621 7678
+lines_warp 32622 8643
+lines_warp 32623 9396
+lines_warp 32624 9988
+lines_warp 32625 10831
+lines_warp 32626 11477
+lines_warp 32627 12346
+lines_warp 32628 12757
+lines_warp 32629 13609
+lines_warp 32630 14140
+lines_warp 32631 14532
+lines_warp 32632 15338
+lines_warp 32633 15755
+lines_warp 32634 16231
+lines_warp 32635 16331
+lines_warp 32636 16226
+lines_warp 32637 16400
+lines_warp 32638 16593
+lines_warp 32639 16196
+lines_warp 32640 16195
+lines_warp 32641 15719
+lines_warp 32642 15442
+lines_warp 32643 14537
+lines_warp 32644 14138
+lines_warp 32645 13452
+lines_warp 32646 12761
+lines_warp 32647 11941
+lines_warp 32648 10931
+lines_warp 32649 10238
+lines_warp 32650 9435
+lines_warp 32651 8705
+lines_warp 32652 7563
+lines_warp 32653 6933
+lines_warp 32654 6193
+lines_warp 32655 5373
+lines_warp 32656 4827
+lines_warp 32657 4111
+lines_warp 32658 3484
+lines_warp 32659 3039
+lines_warp 32660 2583
+lines_warp 32661 2147
+lines_warp 32662 1724
+lines_warp 32663 1448
+lines_warp 32664 1189
+lines_warp 32665 970
+lines_warp 32666 763
+lines_warp 32667 579
+lines_warp 32668 485
+lines_warp 32669 379
+lines_warp 32670 297
+lines_warp 32671 254
+lines_warp 32672 178
+lines_warp 32673 118
+lines_warp 32674 111
+lines_warp 32675 75
+lines_warp 32676 50
+lines_warp 32677 36
+lines_warp 32678 21
+lines_warp 32679 16
+lines_warp 32680 11
+lines_warp 32681 10
+lines_warp 32682 8
+lines_warp 32683 10
+lines_warp 32684 1
+lines_warp 32685 1
+lines_warp 32686 1
+# distinct items_warp: value count
+items_warp 4090 24
+items_warp 4091 170
+items_warp 4092 1263
+items_warp 4093 9096
+items_warp 4094 47901
+items_warp 4095 169222
+items_warp 4096 296612

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-p15/warps-p15-attack-f8-d20730-n16777216-none-positions.txt

@@ -0,0 +1,129 @@
+# position iteration site instr max_hi16_bucket_share saturated_share
+0 0 0 1 0.000036 0.000000
+1 0 1 2 0.000019 0.000000
+2 0 2 12 0.000019 0.000000
+3 0 3 13 0.000069 0.000000
+4 0 4 16 0.000020 0.000000
+5 0 5 18 0.000068 0.000000
+6 0 6 26 0.000036 0.000000
+7 0 7 30 0.000068 0.000000
+8 0 8 37 0.000069 0.000000
+9 0 9 38 0.000069 0.000000
+10 0 10 41 0.000037 0.000000
+11 0 11 42 0.000019 0.000000
+12 0 12 48 0.000069 0.000000
+13 0 13 54 0.000020 0.000000
+14 0 14 55 0.000019 0.000000
+15 0 15 58 0.000037 0.000000
+16 1 0 1 0.000036 0.000000
+17 1 1 2 0.000019 0.000000
+18 1 2 12 0.000019 0.000000
+19 1 3 13 0.000070 0.000000
+20 1 4 16 0.000020 0.000000
+21 1 5 18 0.000069 0.000000
+22 1 6 26 0.000036 0.000000
+23 1 7 30 0.000069 0.000000
+24 1 8 37 0.000068 0.000000
+25 1 9 38 0.000069 0.000000
+26 1 10 41 0.000036 0.000000
+27 1 11 42 0.000020 0.000000
+28 1 12 48 0.000068 0.000000
+29 1 13 54 0.000020 0.000000
+30 1 14 55 0.000019 0.000000
+31 1 15 58 0.000036 0.000000
+32 2 0 1 0.000036 0.000000
+33 2 1 2 0.000019 0.000000
+34 2 2 12 0.000019 0.000000
+35 2 3 13 0.000069 0.000000
+36 2 4 16 0.000019 0.000000
+37 2 5 18 0.000068 0.000000
+38 2 6 26 0.000036 0.000000
+39 2 7 30 0.000070 0.000000
+40 2 8 37 0.000068 0.000000
+41 2 9 38 0.000068 0.000000
+42 2 10 41 0.000036 0.000000
+43 2 11 42 0.000019 0.000000
+44 2 12 48 0.000069 0.000000
+45 2 13 54 0.000020 0.000000
+46 2 14 55 0.000019 0.000000
+47 2 15 58 0.000036 0.000000
+48 3 0 1 0.000036 0.000000
+49 3 1 2 0.000020 0.000000
+50 3 2 12 0.000020 0.000000
+51 3 3 13 0.000068 0.000000
+52 3 4 16 0.000019 0.000000
+53 3 5 18 0.000069 0.000000
+54 3 6 26 0.000036 0.000000
+55 3 7 30 0.000069 0.000000
+56 3 8 37 0.000069 0.000000
+57 3 9 38 0.000069 0.000000
+58 3 10 41 0.000036 0.000000
+59 3 11 42 0.000020 0.000000
+60 3 12 48 0.000072 0.000000
+61 3 13 54 0.000020 0.000000
+62 3 14 55 0.000019 0.000000
+63 3 15 58 0.000036 0.000000
+64 4 0 1 0.000036 0.000000
+65 4 1 2 0.000020 0.000000
+66 4 2 12 0.000019 0.000000
+67 4 3 13 0.000069 0.000000
+68 4 4 16 0.000019 0.000000
+69 4 5 18 0.000069 0.000000
+70 4 6 26 0.000036 0.000000
+71 4 7 30 0.000071 0.000000
+72 4 8 37 0.000069 0.000000
+73 4 9 38 0.000069 0.000000
+74 4 10 41 0.000036 0.000000
+75 4 11 42 0.000020 0.000000
+76 4 12 48 0.000068 0.000000
+77 4 13 54 0.000019 0.000000
+78 4 14 55 0.000019 0.000000
+79 4 15 58 0.000036 0.000000
+80 5 0 1 0.000036 0.000000
+81 5 1 2 0.000019 0.000000
+82 5 2 12 0.000020 0.000000
+83 5 3 13 0.000069 0.000000
+84 5 4 16 0.000019 0.000000
+85 5 5 18 0.000068 0.000000
+86 5 6 26 0.000036 0.000000
+87 5 7 30 0.000068 0.000000
+88 5 8 37 0.000069 0.000000
+89 5 9 38 0.000068 0.000000
+90 5 10 41 0.000037 0.000000
+91 5 11 42 0.000020 0.000000
+92 5 12 48 0.000069 0.000000
+93 5 13 54 0.000019 0.000000
+94 5 14 55 0.000019 0.000000
+95 5 15 58 0.000036 0.000000
+96 6 0 1 0.000036 0.000000
+97 6 1 2 0.000020 0.000000
+98 6 2 12 0.000019 0.000000
+99 6 3 13 0.000068 0.000000
+100 6 4 16 0.000020 0.000000
+101 6 5 18 0.000068 0.000000
+102 6 6 26 0.000036 0.000000
+103 6 7 30 0.000068 0.000000
+104 6 8 37 0.000070 0.000000
+105 6 9 38 0.000069 0.000000
+106 6 10 41 0.000036 0.000000
+107 6 11 42 0.000020 0.000000
+108 6 12 48 0.000068 0.000000
+109 6 13 54 0.000020 0.000000
+110 6 14 55 0.000020 0.000000
+111 6 15 58 0.000037 0.000000
+112 7 0 1 0.000037 0.000000
+113 7 1 2 0.000019 0.000000
+114 7 2 12 0.000019 0.000000
+115 7 3 13 0.000068 0.000000
+116 7 4 16 0.000020 0.000000
+117 7 5 18 0.000070 0.000000
+118 7 6 26 0.000037 0.000000
+119 7 7 30 0.000069 0.000000
+120 7 8 37 0.000068 0.000000
+121 7 9 38 0.000069 0.000000
+122 7 10 41 0.000036 0.000000
+123 7 11 42 0.000020 0.000000
+124 7 12 48 0.000069 0.000000
+125 7 13 54 0.000020 0.000000
+126 7 14 55 0.000020 0.000000
+127 7 15 58 0.000037 0.000000

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-p212.log

@@ -0,0 +1,78 @@
+lease: 0 of 2 pool cores free (88 leased); waiting
+lease: holding 8 pool cores (32,33,34,35,36,37,38,39, waited 488 s, class v5, mem 8 GB): class v6 census: pack hl-v6-fold F8 known-failed p212 at 2^24 (window control, by site)
+[2026-10-08T15:16:28Z] attack-f8 0.1.0 (igneum-pow 4); args ["census", "--programs", "212..212", "--nonces", "16777216", "--control", "window", "--by-site", "--class", "v5", "--state", "/srv/builds/v6-census/packs/node1-state.igsd1", "--load-class", "mx8+sh256x27+state+fold", "--era-widths", "4", "--day", "20730", "--threads", "8", "--out", "/srv/builds/v6-census/packs-out/hl-v6-fold/f8-p212"]
+[2026-10-08T15:16:28Z] census warps: programs [212] day 20730 nonces 16777216 threads 8 plant none validate all check_every 997 diag true
+[2026-10-08T15:16:29Z] day 20730: cache filled in 0.76 s, fnv 448274a57f508cbc
+[2026-10-08T15:16:38Z] table: 16777216 items derived with their 8 lines in 9.4 s; library comparison all (0 mismatches)
+[2026-10-08T15:16:46Z] program p212-attack-f8: epoch seed 3ff9365abc8f8f22cf607c20f8f875bd0121f0c8f0409064ad5a81ea19c737ef era seed 5bbce245f76d64247ec5b4238b5e68fa00f064982902e13b15d77abab285e8d4 id 89a04f775b7316bb attempt 4 class mx8-era061e9baf+sh256x27+state+fold op mix load=16 add=11 mul=9 xor=8 shfl=6 mad=3 mulhi=3 rotl=3 rotr=2 sub=2 or=1; era stride mul 0xd56f9b19 rot 8 interleave [5, 7, 13, 15] windows 2:2:2 7:1:0 8:0:0 14:1:1 17:0:0 25:1:0 28:2:3 30:2:3 32:1:0 35:2:0 39:1:0 43:2:2 45:0:0 54:2:3 61:1:1 62:0:0
+[2026-10-08T15:16:46Z] load site instr 2: src r7 win 2 off 2; last base writer add at 63; writers back to the last injecting one: add@63; shadow writes of r7 per rep: add=3 mad=3 mul=3 mulhi=3 or=3 rotl=4 rotr=3 shfl=2 sub=5 xor=2
+[2026-10-08T15:16:46Z] load site instr 7: src r5 win 1 off 0; last base writer load at 2; writers back to the last injecting one: load@2; shadow writes of r5 per rep: add=4 mad=5 mul=2 mulhi=2 or=1 rotl=5 rotr=7 shfl=5 sub=1 xor=7
+[2026-10-08T15:16:46Z] load site instr 8: src r3 win 0 off 0; last base writer load at 7; writers back to the last injecting one: load@7; shadow writes of r3 per rep: add=1 mad=4 mul=1 mulhi=4 or=1 rotl=2 rotr=5 shfl=2 sub=1 xor=7
+[2026-10-08T15:16:46Z] load site instr 14: src r0 win 1 off 1; last base writer rotr at 10; writers back to the last injecting one: rotr@10 mad@4; shadow writes of r0 per rep: add=4 mad=2 mul=4 mulhi=2 or=2 rotl=3 rotr=4 shfl=3 xor=7
+[2026-10-08T15:16:46Z] load site instr 17: src r6 win 0 off 0; last base writer shfl at 15; writers back to the last injecting one: shfl@15; shadow writes of r6 per rep: add=7 mad=3 mul=2 mulhi=6 or=2 rotl=6 rotr=1 shfl=2 sub=2 xor=3
+[2026-10-08T15:16:46Z] load site instr 25: src r3 win 1 off 0; last base writer load at 17; writers back to the last injecting one: load@17; shadow writes of r3 per rep: add=1 mad=4 mul=1 mulhi=4 or=1 rotl=2 rotr=5 shfl=2 sub=1 xor=7
+[2026-10-08T15:16:46Z] load site instr 28: src r6 win 2 off 3; last base writer sub at 27; writers back to the last injecting one: sub@27; shadow writes of r6 per rep: add=7 mad=3 mul=2 mulhi=6 or=2 rotl=6 rotr=1 shfl=2 sub=2 xor=3
+[2026-10-08T15:16:46Z] load site instr 30: src r2 win 2 off 3; last base writer xor at 18; writers back to the last injecting one: xor@18; shadow writes of r2 per rep: add=8 mad=1 mul=2 or=4 rotl=3 rotr=2 shfl=3 sub=4 xor=3
+[2026-10-08T15:16:46Z] load site instr 32: src r1 win 1 off 0; last base writer xor at 20; writers back to the last injecting one: xor@20; shadow writes of r1 per rep: add=6 mad=6 mul=3 mulhi=3 or=2 rotl=2 rotr=2 shfl=3 xor=3
+[2026-10-08T15:16:46Z] load site instr 35: src r6 win 2 off 0; last base writer mad at 34; writers back to the last injecting one: mad@34; shadow writes of r6 per rep: add=7 mad=3 mul=2 mulhi=6 or=2 rotl=6 rotr=1 shfl=2 sub=2 xor=3
+[2026-10-08T15:16:46Z] load site instr 39: src r1 win 1 off 0; last base writer add at 33; writers back to the last injecting one: add@33; shadow writes of r1 per rep: add=6 mad=6 mul=3 mulhi=3 or=2 rotl=2 rotr=2 shfl=3 xor=3
+[2026-10-08T15:16:46Z] load site instr 43: src r3 win 2 off 2; last base writer xor at 42; writers back to the last injecting one: xor@42; shadow writes of r3 per rep: add=1 mad=4 mul=1 mulhi=4 or=1 rotl=2 rotr=5 shfl=2 sub=1 xor=7
+[2026-10-08T15:16:46Z] load site instr 45: src r0 win 0 off 0; last base writer load at 39; writers back to the last injecting one: load@39; shadow writes of r0 per rep: add=4 mad=2 mul=4 mulhi=2 or=2 rotl=3 rotr=4 shfl=3 xor=7
+[2026-10-08T15:16:46Z] load site instr 54: src r6 win 2 off 3; last base writer add at 41; writers back to the last injecting one: add@41; shadow writes of r6 per rep: add=7 mad=3 mul=2 mulhi=6 or=2 rotl=6 rotr=1 shfl=2 sub=2 xor=3
+[2026-10-08T15:16:46Z] load site instr 61: src r7 win 1 off 1; last base writer mad at 59; writers back to the last injecting one: mad@59; shadow writes of r7 per rep: add=3 mad=3 mul=3 mulhi=3 or=3 rotl=4 rotr=3 shfl=2 sub=5 xor=2
+[2026-10-08T15:16:46Z] load site instr 62: src r1 win 0 off 0; last base writer load at 54; writers back to the last injecting one: load@54; shadow writes of r1 per rep: add=6 mad=6 mul=3 mulhi=3 or=2 rotl=2 rotr=2 shfl=3 xor=3
+[2026-10-08T15:16:46Z] window layer: site item windows (first, items) (0x800000,2^22) (0x0,2^23) (0x0,2^24) (0x800000,2^23) (0x0,2^24) (0x0,2^23) (0xc00000,2^22) (0xc00000,2^22) (0x0,2^23) (0x0,2^22) (0x0,2^23) (0x800000,2^22) (0x0,2^24) (0xc00000,2^22) (0x800000,2^23) (0x0,2^24); expected reads per item by quarter 128.000 96.000 128.000 160.000 (flat uniform 128.000)
+[2026-10-08T15:19:28Z] 524288 warps (16777216 nonces) interpreted in 162.3 s (2.477 ms per warp per thread); Epoch::hash_warp agreement on 589 warps: 0 mismatches
+[2026-10-08T15:19:28Z] p212-attack-f8 distinct lines per hash: n 16777216 min 1013 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8710
+[2026-10-08T15:19:28Z] p212-attack-f8 distinct items per hash: n 16777216 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:19:28Z] p212-attack-f8 distinct lines per warp: n 524288 min 32568 p1 32605 median 32637 p99 32664 max 32689 mean 32636.2013
+[2026-10-08T15:19:28Z] p212-attack-f8 distinct items per warp: n 524288 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4798
+[2026-10-08T15:19:28Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:19:28Z] positions: largest hi16-bucket (256 items) share 0.0071% at p45 (iteration 2, site 13, instr 54); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p73 (site 9, instr 35)
+[2026-10-08T15:19:28Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p22 (site 6, instr 28); saturated sources at one position 0 of 2048 at p0 (site 0, instr 2); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:19:29Z] p212-attack-f8 item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 238 (bin 15486756) z_max +9.72 min 52 z_min -6.72 chi2/dof 5.94713 chi2_z +14328.41 top0.1% 0.16161% top0.5% 0.77707% top1% 1.52333%
+[2026-10-08T15:19:29Z] p212-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.90854 largest 228 (item 0x62e25) at +8.84 sigma smallest at -5.48; buckets64 chi2/dof 59.17916 largest 10662 (bucket 45458) at +27.29 sigma smallest at -15.84
+[2026-10-08T15:19:35Z] p212-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 231 (bin 14365345) z_max +9.10 min 48 z_min -7.07 chi2/dof 4.99924 chi2_z +11583.03 top0.1% 0.15523% top0.5% 0.74776% top1% 1.46772%
+[2026-10-08T15:19:35Z] p212-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99978 largest +6.02 sigma; buckets64 chi2/dof 0.99767 largest +4.97 smallest -4.46
+[2026-10-08T15:19:35Z] 6-sigma p212-attack-f8 items buckets64 against the window density: largest bucket +27.29 sigma, smallest -15.84 -> FLAGGED (beyond 6 sigma)
+[2026-10-08T15:19:35Z] hot-set p212-attack-f8 items (windowed control): f 0.1% S_f 0.16161% E_f(control) 0.15523% X_f +0.00638% X_f/f +0.0638 -> no hot set
+[2026-10-08T15:19:35Z] hot-set p212-attack-f8 items (windowed control): f 0.5% S_f 0.77707% E_f(control) 0.74776% X_f +0.02930% X_f/f +0.0586 -> no hot set
+[2026-10-08T15:19:35Z] hot-set p212-attack-f8 items (windowed control): f 1.0% S_f 1.52333% E_f(control) 1.46772% X_f +0.05562% X_f/f +0.0556 -> no hot set
+[2026-10-08T15:19:35Z] hot-set p212-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:19:42Z] p212-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 194 (bin 15903188) z_max +5.83 min 73 z_min -4.86 chi2/dof 0.99977 chi2_z -0.68 top0.1% 0.13105% top0.5% 0.63246% top1% 1.24332%
+[2026-10-08T15:19:42Z] hot-set p212-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.16161% E_f(control) 0.13105% X_f +0.03055% X_f/f +0.3055 -> no hot set
+[2026-10-08T15:19:42Z] hot-set p212-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.77707% E_f(control) 0.63246% X_f +0.14461% X_f/f +0.2892 -> no hot set
+[2026-10-08T15:19:42Z] hot-set p212-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.52333% E_f(control) 1.24332% X_f +0.28001% X_f/f +0.2800 -> no hot set
+[2026-10-08T15:19:42Z] hot-set p212-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:19:42Z] ratio p212-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0411x / 1.0392x / 1.0379x (gate 1.2x at 0.1%: within); over the FLAT control 1.2331x / 1.2286x / 1.2252x
+[2026-10-08T15:19:43Z] attribution: hot threshold count >= 202 marks 19692 items (0.1174% of items) holding 4059346 reads (0.1890% of reads); top 8 items t=0xec4f24:238 t=0xdcd46b:237 t=0xfa86f7:236 t=0xe6a612:235 t=0xf40053:233 t=0xec838a:233 t=0xebf6ac:233 t=0xdc1b60:232
+[2026-10-08T15:21:03Z] attribution: reads on hot items per position (flat expectation 0.1174% of each position's 16777216 reads); the 24 largest: p45(it2 s13)=0.683% p61(it3 s13)=0.682% p93(it5 s13)=0.682% p77(it4 s13)=0.681% p109(it6 s13)=0.681% p125(it7 s13)=0.680% p13(it0 s13)=0.678% p29(it1 s13)=0.677% p102(it6 s6)=0.548% p22(it1 s6)=0.548% p118(it7 s6)=0.548% p55(it3 s7)=0.548% p23(it1 s7)=0.548% p54(it3 s6)=0.548% p86(it5 s6)=0.547% p7(it0 s7)=0.546% p71(it4 s7)=0.546% p38(it2 s6)=0.546% p6(it0 s6)=0.545% p70(it4 s6)=0.545% p87(it5 s7)=0.545% p103(it6 s7)=0.545% p39(it2 s7)=0.545% p119(it7 s7)=0.544%
+[2026-10-08T15:21:03Z] attribution: hot reads by iteration it0=0.189% it1=0.189% it2=0.189% it3=0.189% it4=0.189% it5=0.189% it6=0.189% it7=0.189% ; by site s0=0.000% s1=0.012% s2=0.143% s3=0.271% s4=0.143% s5=0.012% s6=0.547% s7=0.546% s8=0.012% s9=0.049% s10=0.012% s11=0.000% s12=0.143% s13=0.680% s14=0.310% s15=0.143%
+[2026-10-08T15:21:03Z] site 0 (instr 2, src r7, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1174%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:21:03Z] site 1 (instr 7, src r5, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0124% (flat expectation 0.1174%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T15:21:03Z] site 2 (instr 8, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1428% (flat expectation 0.1174%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:21:03Z] site 3 (instr 14, src r0, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2709% (flat expectation 0.1174%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T15:21:03Z] site 4 (instr 17, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1426% (flat expectation 0.1174%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:21:03Z] site 5 (instr 25, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0124% (flat expectation 0.1174%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T15:21:03Z] site 6 (instr 28, src r6, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.5470% (flat expectation 0.1174%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:21:03Z] site 7 (instr 30, src r2, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.5459% (flat expectation 0.1174%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:21:03Z] site 8 (instr 32, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0124% (flat expectation 0.1174%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T15:21:03Z] site 9 (instr 35, src r6, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0492% (flat expectation 0.1174%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:21:03Z] site 10 (instr 39, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0122% (flat expectation 0.1174%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T15:21:03Z] site 11 (instr 43, src r3, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1174%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:21:03Z] site 12 (instr 45, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1430% (flat expectation 0.1174%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:21:03Z] site 13 (instr 54, src r6, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.6805% (flat expectation 0.1174%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:21:03Z] site 14 (instr 61, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3104% (flat expectation 0.1174%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T15:21:03Z] site 15 (instr 62, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1428% (flat expectation 0.1174%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:21:03Z] attribution: item 0xec4f24 (238 reads) read from positions p13(it0 s13)x14 p45(it2 s13)x11 p55(it3 s7)x10 p93(it5 s13)x9 p6(it0 s6)x8 p61(it3 s13)x8 p109(it6 s13)x8 p103(it6 s7)x7 p7(it0 s7)x6 p36(it2 s4)x6 p38(it2 s6)x6 p39(it2 s7)x6
+[2026-10-08T15:21:03Z] attribution: item 0xdcd46b (237 reads) read from positions p38(it2 s6)x12 p45(it2 s13)x11 p118(it7 s6)x10 p54(it3 s6)x9 p86(it5 s6)x8 p87(it5 s7)x8 p93(it5 s13)x8 p7(it0 s7)x7 p13(it0 s13)x7 p77(it4 s13)x7 p22(it1 s6)x6 p35(it2 s3)x6
+[2026-10-08T15:21:03Z] attribution: item 0xfa86f7 (236 reads) read from positions p109(it6 s13)x13 p29(it1 s13)x12 p45(it2 s13)x10 p39(it2 s7)x9 p103(it6 s7)x9 p86(it5 s6)x8 p6(it0 s6)x8 p125(it7 s13)x7 p46(it2 s14)x7 p93(it5 s13)x7 p102(it6 s6)x6 p61(it3 s13)x6
+[2026-10-08T15:21:03Z] attribution: item 0xe6a612 (235 reads) read from positions p6(it0 s6)x12 p39(it2 s7)x12 p93(it5 s13)x10 p13(it0 s13)x8 p38(it2 s6)x8 p61(it3 s13)x8 p118(it7 s6)x8 p125(it7 s13)x7 p55(it3 s7)x7 p7(it0 s7)x6 p29(it1 s13)x6 p45(it2 s13)x6
+[2026-10-08T15:21:03Z] attribution: item 0xf40053 (233 reads) read from positions p125(it7 s13)x11 p39(it2 s7)x9 p55(it3 s7)x9 p61(it3 s13)x9 p86(it5 s6)x9 p29(it1 s13)x8 p93(it5 s13)x7 p7(it0 s7)x6 p54(it3 s6)x6 p67(it4 s3)x6 p70(it4 s6)x6 p77(it4 s13)x6
+[2026-10-08T15:21:03Z] attribution: item 0xec838a (233 reads) read from positions p13(it0 s13)x12 p61(it3 s13)x11 p109(it6 s13)x11 p93(it5 s13)x9 p103(it6 s7)x9 p6(it0 s6)x8 p7(it0 s7)x8 p38(it2 s6)x7 p55(it3 s7)x7 p22(it1 s6)x6 p23(it1 s7)x6 p29(it1 s13)x6
+[2026-10-08T15:21:03Z] attribution: item 0xebf6ac (233 reads) read from positions p6(it0 s6)x10 p102(it6 s6)x10 p125(it7 s13)x9 p55(it3 s7)x9 p109(it6 s13)x9 p39(it2 s7)x7 p87(it5 s7)x7 p93(it5 s13)x7 p99(it6 s3)x7 p119(it7 s7)x7 p45(it2 s13)x6 p46(it2 s14)x6
+[2026-10-08T15:21:03Z] attribution: item 0xdc1b60 (232 reads) read from positions p77(it4 s13)x12 p93(it5 s13)x10 p103(it6 s7)x10 p87(it5 s7)x9 p119(it7 s7)x8 p14(it0 s14)x7 p38(it2 s6)x7 p45(it2 s13)x7 p115(it7 s3)x7 p70(it4 s6)x6 p109(it6 s13)x6 p61(it3 s13)x5
+[2026-10-08T15:21:03Z] hottest item p212-attack-f8 (0xec4f24): 238 reads (0.0000% of all); predicted source none
+[2026-10-08T15:21:03Z] program p212-attack-f8 DONE: 16777216 nonces; 6-sigma (windowed) FLAGGED; hot-set clear; verdict FLAGGED
+Terminated
+lease: released 8 pool cores after 763 s, exit 0

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-p212/warps-p212-attack-f8-d20730-n16777216-none-distinct.txt

@@ -0,0 +1,139 @@
+# distinct lines_hash: value count
+lines_hash 1013 1
+lines_hash 1014 60
+lines_hash 1015 898
+lines_hash 1016 7636
+lines_hash 1019 4
+lines_hash 1020 124
+lines_hash 1021 4771
+lines_hash 1022 115868
+lines_hash 1023 1847698
+lines_hash 1024 14800156
+# distinct items_hash: value count
+items_hash 127 8595
+items_hash 128 16768621
+# distinct lines_warp: value count
+lines_warp 32568 2
+lines_warp 32572 4
+lines_warp 32573 2
+lines_warp 32574 1
+lines_warp 32575 3
+lines_warp 32576 1
+lines_warp 32577 2
+lines_warp 32578 4
+lines_warp 32579 7
+lines_warp 32580 4
+lines_warp 32581 10
+lines_warp 32582 7
+lines_warp 32583 9
+lines_warp 32584 11
+lines_warp 32585 20
+lines_warp 32586 21
+lines_warp 32587 21
+lines_warp 32588 34
+lines_warp 32589 41
+lines_warp 32590 48
+lines_warp 32591 67
+lines_warp 32592 96
+lines_warp 32593 117
+lines_warp 32594 128
+lines_warp 32595 158
+lines_warp 32596 196
+lines_warp 32597 236
+lines_warp 32598 237
+lines_warp 32599 325
+lines_warp 32600 389
+lines_warp 32601 489
+lines_warp 32602 587
+lines_warp 32603 713
+lines_warp 32604 857
+lines_warp 32605 982
+lines_warp 32606 1106
+lines_warp 32607 1305
+lines_warp 32608 1490
+lines_warp 32609 1764
+lines_warp 32610 1998
+lines_warp 32611 2373
+lines_warp 32612 2718
+lines_warp 32613 2990
+lines_warp 32614 3508
+lines_warp 32615 3897
+lines_warp 32616 4468
+lines_warp 32617 5022
+lines_warp 32618 5590
+lines_warp 32619 6133
+lines_warp 32620 6794
+lines_warp 32621 7522
+lines_warp 32622 8261
+lines_warp 32623 9105
+lines_warp 32624 9854
+lines_warp 32625 10553
+lines_warp 32626 11100
+lines_warp 32627 11953
+lines_warp 32628 12770
+lines_warp 32629 13552
+lines_warp 32630 14116
+lines_warp 32631 14795
+lines_warp 32632 15235
+lines_warp 32633 15667
+lines_warp 32634 16127
+lines_warp 32635 16488
+lines_warp 32636 16566
+lines_warp 32637 16588
+lines_warp 32638 16709
+lines_warp 32639 16476
+lines_warp 32640 16489
+lines_warp 32641 16027
+lines_warp 32642 15464
+lines_warp 32643 14878
+lines_warp 32644 14382
+lines_warp 32645 13756
+lines_warp 32646 13325
+lines_warp 32647 12085
+lines_warp 32648 11171
+lines_warp 32649 10633
+lines_warp 32650 9847
+lines_warp 32651 8761
+lines_warp 32652 8014
+lines_warp 32653 7125
+lines_warp 32654 6253
+lines_warp 32655 5632
+lines_warp 32656 4911
+lines_warp 32657 4202
+lines_warp 32658 3659
+lines_warp 32659 3228
+lines_warp 32660 2672
+lines_warp 32661 2235
+lines_warp 32662 1858
+lines_warp 32663 1497
+lines_warp 32664 1201
+lines_warp 32665 1062
+lines_warp 32666 810
+lines_warp 32667 627
+lines_warp 32668 493
+lines_warp 32669 381
+lines_warp 32670 281
+lines_warp 32671 262
+lines_warp 32672 163
+lines_warp 32673 130
+lines_warp 32674 88
+lines_warp 32675 81
+lines_warp 32676 62
+lines_warp 32677 46
+lines_warp 32678 18
+lines_warp 32679 22
+lines_warp 32680 7
+lines_warp 32681 7
+lines_warp 32682 7
+lines_warp 32683 5
+lines_warp 32684 3
+lines_warp 32685 4
+lines_warp 32689 2
+# distinct items_warp: value count
+items_warp 4090 12
+items_warp 4091 118
+items_warp 4092 935
+items_warp 4093 7312
+items_warp 4094 42078
+items_warp 4095 162242
+items_warp 4096 311591

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-p212/warps-p212-attack-f8-d20730-n16777216-none-positions.txt

@@ -0,0 +1,129 @@
+# position iteration site instr max_hi16_bucket_share saturated_share
+0 0 0 2 0.000069 0.000000
+1 0 1 7 0.000036 0.000000
+2 0 2 8 0.000020 0.000000
+3 0 3 14 0.000037 0.000000
+4 0 4 17 0.000020 0.000000
+5 0 5 25 0.000036 0.000000
+6 0 6 28 0.000069 0.000000
+7 0 7 30 0.000069 0.000000
+8 0 8 32 0.000038 0.000000
+9 0 9 35 0.000068 0.000000
+10 0 10 39 0.000036 0.000000
+11 0 11 43 0.000069 0.000000
+12 0 12 45 0.000019 0.000000
+13 0 13 54 0.000068 0.000000
+14 0 14 61 0.000036 0.000000
+15 0 15 62 0.000019 0.000000
+16 1 0 2 0.000068 0.000000
+17 1 1 7 0.000036 0.000000
+18 1 2 8 0.000020 0.000000
+19 1 3 14 0.000036 0.000000
+20 1 4 17 0.000019 0.000000
+21 1 5 25 0.000038 0.000000
+22 1 6 28 0.000068 0.000000
+23 1 7 30 0.000068 0.000000
+24 1 8 32 0.000036 0.000000
+25 1 9 35 0.000071 0.000000
+26 1 10 39 0.000036 0.000000
+27 1 11 43 0.000068 0.000000
+28 1 12 45 0.000019 0.000000
+29 1 13 54 0.000069 0.000000
+30 1 14 61 0.000036 0.000000
+31 1 15 62 0.000019 0.000000
+32 2 0 2 0.000069 0.000000
+33 2 1 7 0.000037 0.000000
+34 2 2 8 0.000020 0.000000
+35 2 3 14 0.000036 0.000000
+36 2 4 17 0.000020 0.000000
+37 2 5 25 0.000036 0.000000
+38 2 6 28 0.000069 0.000000
+39 2 7 30 0.000069 0.000000
+40 2 8 32 0.000036 0.000000
+41 2 9 35 0.000069 0.000000
+42 2 10 39 0.000037 0.000000
+43 2 11 43 0.000069 0.000000
+44 2 12 45 0.000020 0.000000
+45 2 13 54 0.000071 0.000000
+46 2 14 61 0.000037 0.000000
+47 2 15 62 0.000020 0.000000
+48 3 0 2 0.000069 0.000000
+49 3 1 7 0.000036 0.000000
+50 3 2 8 0.000019 0.000000
+51 3 3 14 0.000036 0.000000
+52 3 4 17 0.000020 0.000000
+53 3 5 25 0.000036 0.000000
+54 3 6 28 0.000068 0.000000
+55 3 7 30 0.000069 0.000000
+56 3 8 32 0.000037 0.000000
+57 3 9 35 0.000068 0.000000
+58 3 10 39 0.000036 0.000000
+59 3 11 43 0.000069 0.000000
+60 3 12 45 0.000020 0.000000
+61 3 13 54 0.000070 0.000000
+62 3 14 61 0.000036 0.000000
+63 3 15 62 0.000019 0.000000
+64 4 0 2 0.000069 0.000000
+65 4 1 7 0.000037 0.000000
+66 4 2 8 0.000019 0.000000
+67 4 3 14 0.000036 0.000000
+68 4 4 17 0.000019 0.000000
+69 4 5 25 0.000036 0.000000
+70 4 6 28 0.000069 0.000000
+71 4 7 30 0.000069 0.000000
+72 4 8 32 0.000037 0.000000
+73 4 9 35 0.000068 0.000000
+74 4 10 39 0.000036 0.000000
+75 4 11 43 0.000068 0.000000
+76 4 12 45 0.000020 0.000000
+77 4 13 54 0.000069 0.000000
+78 4 14 61 0.000036 0.000000
+79 4 15 62 0.000020 0.000000
+80 5 0 2 0.000068 0.000000
+81 5 1 7 0.000036 0.000000
+82 5 2 8 0.000020 0.000000
+83 5 3 14 0.000036 0.000000
+84 5 4 17 0.000019 0.000000
+85 5 5 25 0.000036 0.000000
+86 5 6 28 0.000068 0.000000
+87 5 7 30 0.000069 0.000000
+88 5 8 32 0.000036 0.000000
+89 5 9 35 0.000069 0.000000
+90 5 10 39 0.000036 0.000000
+91 5 11 43 0.000069 0.000000
+92 5 12 45 0.000019 0.000000
+93 5 13 54 0.000069 0.000000
+94 5 14 61 0.000036 0.000000
+95 5 15 62 0.000019 0.000000
+96 6 0 2 0.000070 0.000000
+97 6 1 7 0.000037 0.000000
+98 6 2 8 0.000020 0.000000
+99 6 3 14 0.000036 0.000000
+100 6 4 17 0.000020 0.000000
+101 6 5 25 0.000036 0.000000
+102 6 6 28 0.000068 0.000000
+103 6 7 30 0.000068 0.000000
+104 6 8 32 0.000036 0.000000
+105 6 9 35 0.000068 0.000000
+106 6 10 39 0.000036 0.000000
+107 6 11 43 0.000069 0.000000
+108 6 12 45 0.000020 0.000000
+109 6 13 54 0.000069 0.000000
+110 6 14 61 0.000036 0.000000
+111 6 15 62 0.000020 0.000000
+112 7 0 2 0.000069 0.000000
+113 7 1 7 0.000037 0.000000
+114 7 2 8 0.000020 0.000000
+115 7 3 14 0.000036 0.000000
+116 7 4 17 0.000020 0.000000
+117 7 5 25 0.000037 0.000000
+118 7 6 28 0.000068 0.000000
+119 7 7 30 0.000069 0.000000
+120 7 8 32 0.000036 0.000000
+121 7 9 35 0.000068 0.000000
+122 7 10 39 0.000036 0.000000
+123 7 11 43 0.000069 0.000000
+124 7 12 45 0.000019 0.000000
+125 7 13 54 0.000068 0.000000
+126 7 14 61 0.000036 0.000000
+127 7 15 62 0.000019 0.000000

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-p225.log

@@ -0,0 +1,78 @@
+lease: 0 of 2 pool cores free (88 leased); waiting
+lease: holding 8 pool cores (64,65,66,67,68,69,70,71, waited 315 s, class v5, mem 8 GB): class v6 census: pack hl-v6-fold F8 known-failed p225 at 2^24 (window control, by site)
+[2026-10-08T15:13:36Z] attack-f8 0.1.0 (igneum-pow 4); args ["census", "--programs", "225..225", "--nonces", "16777216", "--control", "window", "--by-site", "--class", "v5", "--state", "/srv/builds/v6-census/packs/node1-state.igsd1", "--load-class", "mx8+sh256x27+state+fold", "--era-widths", "4", "--day", "20730", "--threads", "8", "--out", "/srv/builds/v6-census/packs-out/hl-v6-fold/f8-p225"]
+[2026-10-08T15:13:36Z] census warps: programs [225] day 20730 nonces 16777216 threads 8 plant none validate all check_every 997 diag true
+[2026-10-08T15:13:37Z] day 20730: cache filled in 0.61 s, fnv 448274a57f508cbc
+[2026-10-08T15:13:50Z] table: 16777216 items derived with their 8 lines in 13.3 s; library comparison all (0 mismatches)
+[2026-10-08T15:13:54Z] program p225-attack-f8: epoch seed fb1148e75003cb29c313b7e815e1786e78334aa7bfccd7bb47191af0f1c6f97e era seed f3a9e409ea5db0210c63a2f412442f560b7619672a5bb0941345cba4fa8d2c67 id d19fd0b7c3a0218f attempt 0 class mx8-era3f991ed2+sh256x27+state+fold op mix load=16 mad=8 add=7 xor=7 rotr=6 mulhi=5 rotl=5 mul=4 or=3 sub=2 shfl=1; era stride mul 0x2ef225c7 rot 2 interleave [0, 12, 14, 15] windows 5:2:1 9:0:0 13:1:1 20:1:1 23:1:1 25:0:0 30:1:1 31:0:0 36:0:0 37:2:2 40:0:0 47:0:0 49:0:0 53:2:0 54:0:0 56:0:0
+[2026-10-08T15:13:54Z] load site instr 5: src r7 win 2 off 1; last base writer mad at 1; writers back to the last injecting one: mad@1; shadow writes of r7 per rep: add=7 mad=5 mul=3 mulhi=3 or=3 rotl=3 rotr=1 shfl=4 sub=2 xor=3
+[2026-10-08T15:13:54Z] load site instr 9: src r0 win 0 off 0; last base writer xor at 2; writers back to the last injecting one: xor@2; shadow writes of r0 per rep: add=6 mad=2 mul=3 mulhi=4 rotl=1 rotr=2 shfl=6 sub=2 xor=4
+[2026-10-08T15:13:54Z] load site instr 13: src r2 win 1 off 1; last base writer xor at 11; writers back to the last injecting one: xor@11; shadow writes of r2 per rep: add=4 mad=3 mul=5 mulhi=1 rotl=1 rotr=2 sub=1 xor=3
+[2026-10-08T15:13:54Z] load site instr 20: src r5 win 1 off 1; last base writer add at 18; writers back to the last injecting one: add@18; shadow writes of r5 per rep: add=4 mad=3 mul=3 or=2 rotl=1 rotr=3 shfl=7 sub=3 xor=5
+[2026-10-08T15:13:54Z] load site instr 23: src r7 win 1 off 1; last base writer mad at 21; writers back to the last injecting one: mad@21; shadow writes of r7 per rep: add=7 mad=5 mul=3 mulhi=3 or=3 rotl=3 rotr=1 shfl=4 sub=2 xor=3
+[2026-10-08T15:13:54Z] load site instr 25: src r4 win 0 off 0; last base writer xor at 22; writers back to the last injecting one: xor@22; shadow writes of r4 per rep: add=2 mad=3 mul=7 mulhi=2 rotl=2 rotr=2 shfl=6 sub=4 xor=6
+[2026-10-08T15:13:54Z] load site instr 30: src r1 win 1 off 1; last base writer load at 13; writers back to the last injecting one: load@13; shadow writes of r1 per rep: add=4 mad=2 mul=4 mulhi=1 or=2 rotl=5 rotr=1 shfl=2 sub=2 xor=7
+[2026-10-08T15:13:54Z] load site instr 31: src r2 win 0 off 0; last base writer load at 23; writers back to the last injecting one: load@23; shadow writes of r2 per rep: add=4 mad=3 mul=5 mulhi=1 rotl=1 rotr=2 sub=1 xor=3
+[2026-10-08T15:13:54Z] load site instr 36: src r3 win 0 off 0; last base writer sub at 35; writers back to the last injecting one: sub@35; shadow writes of r3 per rep: add=5 mad=3 mul=7 mulhi=3 rotl=3 rotr=6 shfl=4 sub=4 xor=4
+[2026-10-08T15:13:54Z] load site instr 37: src r5 win 2 off 2; last base writer load at 36; writers back to the last injecting one: load@36; shadow writes of r5 per rep: add=4 mad=3 mul=3 or=2 rotl=1 rotr=3 shfl=7 sub=3 xor=5
+[2026-10-08T15:13:54Z] load site instr 40: src r6 win 0 off 0; last base writer load at 25; writers back to the last injecting one: load@25; shadow writes of r6 per rep: add=7 mad=5 mul=3 mulhi=4 or=1 rotl=4 rotr=3 shfl=9 xor=2
+[2026-10-08T15:13:54Z] load site instr 47: src r1 win 0 off 0; last base writer load at 40; writers back to the last injecting one: load@40; shadow writes of r1 per rep: add=4 mad=2 mul=4 mulhi=1 or=2 rotl=5 rotr=1 shfl=2 sub=2 xor=7
+[2026-10-08T15:13:54Z] load site instr 49: src r7 win 0 off 0; last base writer load at 47; writers back to the last injecting one: load@47; shadow writes of r7 per rep: add=7 mad=5 mul=3 mulhi=3 or=3 rotl=3 rotr=1 shfl=4 sub=2 xor=3
+[2026-10-08T15:13:54Z] load site instr 53: src r0 win 2 off 0; last base writer mad at 48; writers back to the last injecting one: mad@48; shadow writes of r0 per rep: add=6 mad=2 mul=3 mulhi=4 rotl=1 rotr=2 shfl=6 sub=2 xor=4
+[2026-10-08T15:13:54Z] load site instr 54: src r2 win 0 off 0; last base writer load at 53; writers back to the last injecting one: load@53; shadow writes of r2 per rep: add=4 mad=3 mul=5 mulhi=1 rotl=1 rotr=2 sub=1 xor=3
+[2026-10-08T15:13:54Z] load site instr 56: src r5 win 0 off 0; last base writer rotl at 39; writers back to the last injecting one: rotl@39 load@36; shadow writes of r5 per rep: add=4 mad=3 mul=3 or=2 rotl=1 rotr=3 shfl=7 sub=3 xor=5
+[2026-10-08T15:13:54Z] window layer: site item windows (first, items) (0x400000,2^22) (0x0,2^24) (0x800000,2^23) (0x800000,2^23) (0x800000,2^23) (0x0,2^24) (0x800000,2^23) (0x0,2^24) (0x0,2^24) (0x800000,2^22) (0x0,2^24) (0x0,2^24) (0x0,2^24) (0x0,2^22) (0x0,2^24) (0x0,2^24); expected reads per item by quarter 104.000 104.000 168.000 136.000 (flat uniform 128.000)
+[2026-10-08T15:17:15Z] 524288 warps (16777216 nonces) interpreted in 201.3 s (3.072 ms per warp per thread); Epoch::hash_warp agreement on 589 warps: 0 mismatches
+[2026-10-08T15:17:15Z] p225-attack-f8 distinct lines per hash: n 16777216 min 1007 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8711
+[2026-10-08T15:17:15Z] p225-attack-f8 distinct items per hash: n 16777216 min 126 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:17:15Z] p225-attack-f8 distinct lines per warp: n 524288 min 32565 p1 32605 median 32637 p99 32664 max 32691 mean 32636.1934
+[2026-10-08T15:17:15Z] p225-attack-f8 distinct items per warp: n 524288 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4764
+[2026-10-08T15:17:15Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:17:15Z] positions: largest hi16-bucket (256 items) share 0.0071% at p29 (iteration 1, site 13, instr 53); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p35 (site 3, instr 20)
+[2026-10-08T15:17:15Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p100 (site 4, instr 23); saturated sources at one position 0 of 2048 at p0 (site 0, instr 5); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:17:15Z] p225-attack-f8 item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 328 (bin 11426162) z_max +17.68 min 56 z_min -6.36 chi2/dof 7.19374 chi2_z +17938.97 top0.1% 0.20139% top0.5% 0.90951% top1% 1.73359%
+[2026-10-08T15:17:16Z] p225-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.58915 largest 289 (item 0xfd3be9) at +13.12 sigma smallest at -5.23; buckets64 chi2/dof 1.04889 largest 9169 (bucket 248334) at +4.98 sigma smallest at -4.17
+[2026-10-08T15:17:29Z] p225-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 243 (bin 8547428) z_max +10.16 min 56 z_min -6.36 chi2/dof 6.50051 chi2_z +15931.17 top0.1% 0.16224% top0.5% 0.78191% top1% 1.53535%
+[2026-10-08T15:17:29Z] p225-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99989 largest +6.43 sigma; buckets64 chi2/dof 0.99991 largest +4.49 smallest -4.67
+[2026-10-08T15:17:29Z] 6-sigma p225-attack-f8 items buckets64 against the window density: largest bucket +4.98 sigma, smallest -4.17 -> within 6 sigma
+[2026-10-08T15:17:29Z] hot-set p225-attack-f8 items (windowed control): f 0.1% S_f 0.20139% E_f(control) 0.16224% X_f +0.03916% X_f/f +0.3916 -> no hot set
+[2026-10-08T15:17:29Z] hot-set p225-attack-f8 items (windowed control): f 0.5% S_f 0.90951% E_f(control) 0.78191% X_f +0.12760% X_f/f +0.2552 -> no hot set
+[2026-10-08T15:17:29Z] hot-set p225-attack-f8 items (windowed control): f 1.0% S_f 1.73359% E_f(control) 1.53535% X_f +0.19824% X_f/f +0.1982 -> no hot set
+[2026-10-08T15:17:29Z] hot-set p225-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:17:38Z] p225-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 194 (bin 3106487) z_max +5.83 min 73 z_min -4.86 chi2/dof 1.00005 chi2_z +0.15 top0.1% 0.13112% top0.5% 0.63249% top1% 1.24335%
+[2026-10-08T15:17:38Z] hot-set p225-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.20139% E_f(control) 0.13112% X_f +0.07027% X_f/f +0.7027 -> no hot set
+[2026-10-08T15:17:38Z] hot-set p225-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.90951% E_f(control) 0.63249% X_f +0.27702% X_f/f +0.5540 -> no hot set
+[2026-10-08T15:17:38Z] hot-set p225-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.73359% E_f(control) 1.24335% X_f +0.49024% X_f/f +0.4902 -> no hot set
+[2026-10-08T15:17:38Z] hot-set p225-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:17:38Z] ratio p225-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.2414x / 1.1632x / 1.1291x (gate 1.2x at 0.1%: BEYOND); over the FLAT control 1.5359x / 1.4380x / 1.3943x
+[2026-10-08T15:17:40Z] attribution: hot threshold count >= 243 marks 17424 items (0.1039% of items) holding 4482107 reads (0.2087% of reads); top 8 items t=0xae5972:328 t=0x8b985d:323 t=0x83dc1f:320 t=0x89804c:319 t=0xb0f587:316 t=0xaa9d54:315 t=0x9894c5:315 t=0xbec9f7:314
+[2026-10-08T15:19:37Z] attribution: reads on hot items per position (flat expectation 0.1039% of each position's 16777216 reads); the 24 largest: p36(it2 s4)=1.324% p68(it4 s4)=1.321% p100(it6 s4)=1.320% p116(it7 s4)=1.320% p20(it1 s4)=1.320% p84(it5 s4)=1.320% p52(it3 s4)=1.319% p4(it0 s4)=1.047% p57(it3 s9)=0.400% p41(it2 s9)=0.397% p9(it0 s9)=0.397% p25(it1 s9)=0.397% p73(it4 s9)=0.397% p105(it6 s9)=0.396% p121(it7 s9)=0.396% p89(it5 s9)=0.395% p54(it3 s6)=0.223% p67(it4 s3)=0.223% p22(it1 s6)=0.223% p66(it4 s2)=0.222% p70(it4 s6)=0.222% p99(it6 s3)=0.222% p82(it5 s2)=0.221% p115(it7 s3)=0.221%
+[2026-10-08T15:19:37Z] attribution: hot reads by iteration it0=0.194% it1=0.211% it2=0.211% it3=0.211% it4=0.211% it5=0.211% it6=0.211% it7=0.211% ; by site s0=0.000% s1=0.110% s2=0.221% s3=0.221% s4=1.286% s5=0.110% s6=0.221% s7=0.111% s8=0.110% s9=0.397% s10=0.110% s11=0.111% s12=0.111% s13=0.000% s14=0.110% s15=0.111%
+[2026-10-08T15:19:37Z] site 0 (instr 5, src r7, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1039%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:19:37Z] site 1 (instr 9, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1103% (flat expectation 0.1039%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:19:37Z] site 2 (instr 13, src r2, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2205% (flat expectation 0.1039%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T15:19:37Z] site 3 (instr 20, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2209% (flat expectation 0.1039%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T15:19:37Z] site 4 (instr 23, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 1.2863% (flat expectation 0.1039%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T15:19:37Z] site 5 (instr 25, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1101% (flat expectation 0.1039%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:19:37Z] site 6 (instr 30, src r1, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2214% (flat expectation 0.1039%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T15:19:37Z] site 7 (instr 31, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1107% (flat expectation 0.1039%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:19:37Z] site 8 (instr 36, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1102% (flat expectation 0.1039%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:19:37Z] site 9 (instr 37, src r5, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.3968% (flat expectation 0.1039%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:19:37Z] site 10 (instr 40, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1101% (flat expectation 0.1039%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:19:37Z] site 11 (instr 47, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1107% (flat expectation 0.1039%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:19:37Z] site 12 (instr 49, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1108% (flat expectation 0.1039%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:19:37Z] site 13 (instr 53, src r0, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1039%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0063% (window expectation 0.0061%)
+[2026-10-08T15:19:37Z] site 14 (instr 54, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1099% (flat expectation 0.1039%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:19:37Z] site 15 (instr 56, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1107% (flat expectation 0.1039%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:19:37Z] attribution: item 0xae5972 (328 reads) read from positions p52(it3 s4)x20 p84(it5 s4)x20 p100(it6 s4)x19 p116(it7 s4)x19 p36(it2 s4)x17 p20(it1 s4)x16 p4(it0 s4)x14 p68(it4 s4)x14 p41(it2 s9)x9 p57(it3 s9)x9 p2(it0 s2)x6 p86(it5 s6)x6
+[2026-10-08T15:19:37Z] attribution: item 0x8b985d (323 reads) read from positions p116(it7 s4)x23 p68(it4 s4)x21 p100(it6 s4)x21 p36(it2 s4)x15 p52(it3 s4)x15 p84(it5 s4)x14 p20(it1 s4)x13 p105(it6 s9)x9 p4(it0 s4)x8 p41(it2 s9)x7 p89(it5 s9)x7 p57(it3 s9)x6
+[2026-10-08T15:19:37Z] attribution: item 0x83dc1f (320 reads) read from positions p116(it7 s4)x29 p36(it2 s4)x23 p52(it3 s4)x20 p20(it1 s4)x19 p68(it4 s4)x18 p100(it6 s4)x17 p84(it5 s4)x14 p4(it0 s4)x11 p105(it6 s9)x8 p25(it1 s9)x7 p9(it0 s9)x6 p31(it1 s15)x5
+[2026-10-08T15:19:37Z] attribution: item 0x89804c (319 reads) read from positions p52(it3 s4)x22 p84(it5 s4)x19 p4(it0 s4)x17 p100(it6 s4)x16 p116(it7 s4)x15 p36(it2 s4)x14 p20(it1 s4)x13 p68(it4 s4)x11 p9(it0 s9)x6 p57(it3 s9)x6 p105(it6 s9)x5 p40(it2 s8)x5
+[2026-10-08T15:19:37Z] attribution: item 0xb0f587 (316 reads) read from positions p84(it5 s4)x25 p116(it7 s4)x25 p36(it2 s4)x17 p100(it6 s4)x15 p4(it0 s4)x14 p52(it3 s4)x14 p68(it4 s4)x14 p20(it1 s4)x12 p105(it6 s9)x7 p121(it7 s9)x6 p9(it0 s9)x5 p41(it2 s9)x5
+[2026-10-08T15:19:37Z] attribution: item 0xaa9d54 (315 reads) read from positions p100(it6 s4)x29 p36(it2 s4)x21 p52(it3 s4)x21 p84(it5 s4)x20 p116(it7 s4)x20 p20(it1 s4)x19 p68(it4 s4)x15 p4(it0 s4)x13 p41(it2 s9)x6 p9(it0 s9)x5 p73(it4 s9)x5 p89(it5 s9)x5
+[2026-10-08T15:19:37Z] attribution: item 0x9894c5 (315 reads) read from positions p68(it4 s4)x26 p20(it1 s4)x18 p36(it2 s4)x17 p52(it3 s4)x17 p100(it6 s4)x17 p116(it7 s4)x17 p84(it5 s4)x14 p4(it0 s4)x11 p73(it4 s9)x8 p34(it2 s2)x6 p35(it2 s3)x6 p6(it0 s6)x5
+[2026-10-08T15:19:37Z] attribution: item 0xbec9f7 (314 reads) read from positions p84(it5 s4)x22 p52(it3 s4)x18 p100(it6 s4)x18 p68(it4 s4)x17 p20(it1 s4)x16 p36(it2 s4)x16 p4(it0 s4)x15 p116(it7 s4)x15 p25(it1 s9)x10 p82(it5 s2)x7 p9(it0 s9)x6 p115(it7 s3)x6
+[2026-10-08T15:19:37Z] hottest item p225-attack-f8 (0xae5972): 328 reads (0.0000% of all); predicted source none
+[2026-10-08T15:19:37Z] program p225-attack-f8 DONE: 16777216 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+Terminated
+lease: released 8 pool cores after 677 s, exit 0

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-p225/warps-p225-attack-f8-d20730-n16777216-none-distinct.txt

@@ -0,0 +1,144 @@
+# distinct lines_hash: value count
+lines_hash 1007 1
+lines_hash 1008 1
+lines_hash 1013 3
+lines_hash 1014 62
+lines_hash 1015 898
+lines_hash 1016 7477
+lines_hash 1019 6
+lines_hash 1020 126
+lines_hash 1021 4772
+lines_hash 1022 115677
+lines_hash 1023 1847061
+lines_hash 1024 14801132
+# distinct items_hash: value count
+items_hash 126 2
+items_hash 127 8440
+items_hash 128 16768774
+# distinct lines_warp: value count
+lines_warp 32565 1
+lines_warp 32567 1
+lines_warp 32571 1
+lines_warp 32573 2
+lines_warp 32576 1
+lines_warp 32577 2
+lines_warp 32578 2
+lines_warp 32579 2
+lines_warp 32580 5
+lines_warp 32581 4
+lines_warp 32582 12
+lines_warp 32583 10
+lines_warp 32584 14
+lines_warp 32585 22
+lines_warp 32586 19
+lines_warp 32587 29
+lines_warp 32588 35
+lines_warp 32589 48
+lines_warp 32590 51
+lines_warp 32591 61
+lines_warp 32592 79
+lines_warp 32593 104
+lines_warp 32594 143
+lines_warp 32595 161
+lines_warp 32596 200
+lines_warp 32597 233
+lines_warp 32598 309
+lines_warp 32599 313
+lines_warp 32600 395
+lines_warp 32601 464
+lines_warp 32602 618
+lines_warp 32603 683
+lines_warp 32604 767
+lines_warp 32605 924
+lines_warp 32606 1077
+lines_warp 32607 1270
+lines_warp 32608 1630
+lines_warp 32609 1742
+lines_warp 32610 2063
+lines_warp 32611 2335
+lines_warp 32612 2635
+lines_warp 32613 3016
+lines_warp 32614 3511
+lines_warp 32615 3894
+lines_warp 32616 4431
+lines_warp 32617 5089
+lines_warp 32618 5578
+lines_warp 32619 6313
+lines_warp 32620 6800
+lines_warp 32621 7481
+lines_warp 32622 8126
+lines_warp 32623 8972
+lines_warp 32624 9865
+lines_warp 32625 10495
+lines_warp 32626 11381
+lines_warp 32627 11983
+lines_warp 32628 12615
+lines_warp 32629 13503
+lines_warp 32630 14157
+lines_warp 32631 14797
+lines_warp 32632 15232
+lines_warp 32633 15797
+lines_warp 32634 16216
+lines_warp 32635 16472
+lines_warp 32636 16678
+lines_warp 32637 16735
+lines_warp 32638 16676
+lines_warp 32639 16615
+lines_warp 32640 16283
+lines_warp 32641 15951
+lines_warp 32642 15661
+lines_warp 32643 14933
+lines_warp 32644 14507
+lines_warp 32645 13771
+lines_warp 32646 12795
+lines_warp 32647 12085
+lines_warp 32648 11380
+lines_warp 32649 10555
+lines_warp 32650 9775
+lines_warp 32651 8823
+lines_warp 32652 8077
+lines_warp 32653 7163
+lines_warp 32654 6256
+lines_warp 32655 5639
+lines_warp 32656 4849
+lines_warp 32657 4122
+lines_warp 32658 3525
+lines_warp 32659 3124
+lines_warp 32660 2660
+lines_warp 32661 2274
+lines_warp 32662 1923
+lines_warp 32663 1487
+lines_warp 32664 1251
+lines_warp 32665 991
+lines_warp 32666 820
+lines_warp 32667 637
+lines_warp 32668 500
+lines_warp 32669 396
+lines_warp 32670 293
+lines_warp 32671 237
+lines_warp 32672 183
+lines_warp 32673 107
+lines_warp 32674 107
+lines_warp 32675 68
+lines_warp 32676 63
+lines_warp 32677 40
+lines_warp 32678 26
+lines_warp 32679 20
+lines_warp 32680 14
+lines_warp 32681 6
+lines_warp 32682 5
+lines_warp 32683 4
+lines_warp 32684 2
+lines_warp 32685 1
+lines_warp 32686 1
+lines_warp 32689 1
+lines_warp 32690 1
+lines_warp 32691 1
+# distinct items_warp: value count
+items_warp 4090 9
+items_warp 4091 99
+items_warp 4092 977
+items_warp 4093 7418
+items_warp 4094 42442
+items_warp 4095 162915
+items_warp 4096 310428

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-p225/warps-p225-attack-f8-d20730-n16777216-none-positions.txt

@@ -0,0 +1,129 @@
+# position iteration site instr max_hi16_bucket_share saturated_share
+0 0 0 5 0.000069 0.000000
+1 0 1 9 0.000020 0.000000
+2 0 2 13 0.000036 0.000000
+3 0 3 20 0.000036 0.000000
+4 0 4 23 0.000036 0.000000
+5 0 5 25 0.000019 0.000000
+6 0 6 30 0.000037 0.000000
+7 0 7 31 0.000020 0.000000
+8 0 8 36 0.000020 0.000000
+9 0 9 37 0.000069 0.000000
+10 0 10 40 0.000020 0.000000
+11 0 11 47 0.000020 0.000000
+12 0 12 49 0.000020 0.000000
+13 0 13 53 0.000070 0.000000
+14 0 14 54 0.000020 0.000000
+15 0 15 56 0.000020 0.000000
+16 1 0 5 0.000071 0.000000
+17 1 1 9 0.000019 0.000000
+18 1 2 13 0.000036 0.000000
+19 1 3 20 0.000036 0.000000
+20 1 4 23 0.000036 0.000000
+21 1 5 25 0.000020 0.000000
+22 1 6 30 0.000036 0.000000
+23 1 7 31 0.000020 0.000000
+24 1 8 36 0.000020 0.000000
+25 1 9 37 0.000068 0.000000
+26 1 10 40 0.000020 0.000000
+27 1 11 47 0.000019 0.000000
+28 1 12 49 0.000020 0.000000
+29 1 13 53 0.000071 0.000000
+30 1 14 54 0.000019 0.000000
+31 1 15 56 0.000019 0.000000
+32 2 0 5 0.000069 0.000000
+33 2 1 9 0.000020 0.000000
+34 2 2 13 0.000036 0.000000
+35 2 3 20 0.000036 0.000000
+36 2 4 23 0.000036 0.000000
+37 2 5 25 0.000020 0.000000
+38 2 6 30 0.000036 0.000000
+39 2 7 31 0.000019 0.000000
+40 2 8 36 0.000020 0.000000
+41 2 9 37 0.000070 0.000000
+42 2 10 40 0.000019 0.000000
+43 2 11 47 0.000020 0.000000
+44 2 12 49 0.000019 0.000000
+45 2 13 53 0.000068 0.000000
+46 2 14 54 0.000019 0.000000
+47 2 15 56 0.000019 0.000000
+48 3 0 5 0.000068 0.000000
+49 3 1 9 0.000019 0.000000
+50 3 2 13 0.000036 0.000000
+51 3 3 20 0.000036 0.000000
+52 3 4 23 0.000036 0.000000
+53 3 5 25 0.000020 0.000000
+54 3 6 30 0.000036 0.000000
+55 3 7 31 0.000019 0.000000
+56 3 8 36 0.000019 0.000000
+57 3 9 37 0.000068 0.000000
+58 3 10 40 0.000020 0.000000
+59 3 11 47 0.000019 0.000000
+60 3 12 49 0.000019 0.000000
+61 3 13 53 0.000069 0.000000
+62 3 14 54 0.000019 0.000000
+63 3 15 56 0.000020 0.000000
+64 4 0 5 0.000069 0.000000
+65 4 1 9 0.000019 0.000000
+66 4 2 13 0.000036 0.000000
+67 4 3 20 0.000036 0.000000
+68 4 4 23 0.000036 0.000000
+69 4 5 25 0.000019 0.000000
+70 4 6 30 0.000036 0.000000
+71 4 7 31 0.000020 0.000000
+72 4 8 36 0.000020 0.000000
+73 4 9 37 0.000069 0.000000
+74 4 10 40 0.000020 0.000000
+75 4 11 47 0.000019 0.000000
+76 4 12 49 0.000019 0.000000
+77 4 13 53 0.000069 0.000000
+78 4 14 54 0.000020 0.000000
+79 4 15 56 0.000020 0.000000
+80 5 0 5 0.000069 0.000000
+81 5 1 9 0.000019 0.000000
+82 5 2 13 0.000036 0.000000
+83 5 3 20 0.000036 0.000000
+84 5 4 23 0.000036 0.000000
+85 5 5 25 0.000019 0.000000
+86 5 6 30 0.000036 0.000000
+87 5 7 31 0.000019 0.000000
+88 5 8 36 0.000019 0.000000
+89 5 9 37 0.000069 0.000000
+90 5 10 40 0.000019 0.000000
+91 5 11 47 0.000020 0.000000
+92 5 12 49 0.000020 0.000000
+93 5 13 53 0.000070 0.000000
+94 5 14 54 0.000020 0.000000
+95 5 15 56 0.000019 0.000000
+96 6 0 5 0.000068 0.000000
+97 6 1 9 0.000020 0.000000
+98 6 2 13 0.000036 0.000000
+99 6 3 20 0.000036 0.000000
+100 6 4 23 0.000036 0.000000
+101 6 5 25 0.000020 0.000000
+102 6 6 30 0.000036 0.000000
+103 6 7 31 0.000020 0.000000
+104 6 8 36 0.000019 0.000000
+105 6 9 37 0.000069 0.000000
+106 6 10 40 0.000019 0.000000
+107 6 11 47 0.000020 0.000000
+108 6 12 49 0.000019 0.000000
+109 6 13 53 0.000069 0.000000
+110 6 14 54 0.000019 0.000000
+111 6 15 56 0.000019 0.000000
+112 7 0 5 0.000069 0.000000
+113 7 1 9 0.000019 0.000000
+114 7 2 13 0.000036 0.000000
+115 7 3 20 0.000036 0.000000
+116 7 4 23 0.000036 0.000000
+117 7 5 25 0.000019 0.000000
+118 7 6 30 0.000036 0.000000
+119 7 7 31 0.000019 0.000000
+120 7 8 36 0.000019 0.000000
+121 7 9 37 0.000069 0.000000
+122 7 10 40 0.000019 0.000000
+123 7 11 47 0.000020 0.000000
+124 7 12 49 0.000019 0.000000
+125 7 13 53 0.000069 0.000000
+126 7 14 54 0.000019 0.000000
+127 7 15 56 0.000020 0.000000

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-p34.log

@@ -0,0 +1,78 @@
+lease: 0 of 2 pool cores free (88 leased); waiting
+lease: holding 8 pool cores (24,25,26,27,28,29,30,31, waited 488 s, class v5, mem 8 GB): class v6 census: pack hl-v6-fold F8 known-failed p34 at 2^24 (window control, by site)
+[2026-10-08T15:16:27Z] attack-f8 0.1.0 (igneum-pow 4); args ["census", "--programs", "34..34", "--nonces", "16777216", "--control", "window", "--by-site", "--class", "v5", "--state", "/srv/builds/v6-census/packs/node1-state.igsd1", "--load-class", "mx8+sh256x27+state+fold", "--era-widths", "4", "--day", "20730", "--threads", "8", "--out", "/srv/builds/v6-census/packs-out/hl-v6-fold/f8-p34"]
+[2026-10-08T15:16:27Z] census warps: programs [34] day 20730 nonces 16777216 threads 8 plant none validate all check_every 997 diag true
+[2026-10-08T15:16:28Z] day 20730: cache filled in 0.62 s, fnv 448274a57f508cbc
+[2026-10-08T15:16:42Z] table: 16777216 items derived with their 8 lines in 13.9 s; library comparison all (0 mismatches)
+[2026-10-08T15:16:46Z] program p34-attack-f8: epoch seed 5ec98735ab1ac5c148faec5c06057e78ef0ecf0c71385f07e861d37f3d8c4ff1 era seed e0aa83ed164a680fc6d7ceeb411d23e845a004df139688888299bcc38ea7df43 id 5bab05fe3e2fe333 attempt 0 class mx8-erace76cc36+sh256x27+state+fold op mix load=16 add=9 xor=8 sub=6 mad=5 rotl=5 mul=4 mulhi=3 rotr=3 shfl=3 or=2; era stride mul 0x2e362f07 rot 7 interleave [3, 6, 11, 14] windows 4:0:0 13:1:1 16:2:3 17:0:0 23:2:1 25:0:0 31:0:0 33:2:3 36:1:1 45:1:0 49:0:0 52:2:0 53:0:0 54:0:0 57:0:0 60:0:0
+[2026-10-08T15:16:46Z] load site instr 4: src r5 win 0 off 0; last base writer xor at 3; writers back to the last injecting one: xor@3; shadow writes of r5 per rep: add=8 mad=5 mul=5 mulhi=2 or=2 rotl=1 rotr=3 shfl=1 sub=2 xor=7
+[2026-10-08T15:16:46Z] load site instr 13: src r3 win 1 off 1; last base writer sub at 5; writers back to the last injecting one: sub@5; shadow writes of r3 per rep: add=8 mad=4 mul=3 mulhi=1 or=3 rotl=2 rotr=2 shfl=2 sub=6 xor=2
+[2026-10-08T15:16:46Z] load site instr 16: src r2 win 2 off 3; last base writer shfl at 14; writers back to the last injecting one: shfl@14; shadow writes of r2 per rep: add=4 mad=3 mul=2 mulhi=2 or=2 rotl=4 rotr=4 shfl=4 sub=2 xor=4
+[2026-10-08T15:16:46Z] load site instr 17: src r1 win 0 off 0; last base writer add at 2; writers back to the last injecting one: add@2; shadow writes of r1 per rep: add=6 mad=7 mul=3 mulhi=5 or=1 rotl=4 rotr=3 shfl=4 sub=1 xor=8
+[2026-10-08T15:16:46Z] load site instr 23: src r4 win 2 off 1; last base writer shfl at 15; writers back to the last injecting one: shfl@15; shadow writes of r4 per rep: add=7 mad=5 mul=2 mulhi=7 or=3 rotl=4 rotr=1 shfl=2 sub=2 xor=3
+[2026-10-08T15:16:46Z] load site instr 25: src r0 win 0 off 0; last base writer load at 23; writers back to the last injecting one: load@23; shadow writes of r0 per rep: add=4 mad=2 mul=1 mulhi=5 or=2 rotl=4 rotr=3 shfl=3 sub=1 xor=3
+[2026-10-08T15:16:46Z] load site instr 31: src r6 win 0 off 0; last base writer add at 29; writers back to the last injecting one: add@29; shadow writes of r6 per rep: add=3 mad=3 mul=4 mulhi=3 or=1 rotl=4 rotr=2 shfl=2 sub=1 xor=1
+[2026-10-08T15:16:46Z] load site instr 33: src r1 win 2 off 3; last base writer mad at 28; writers back to the last injecting one: mad@28; shadow writes of r1 per rep: add=6 mad=7 mul=3 mulhi=5 or=1 rotl=4 rotr=3 shfl=4 sub=1 xor=8
+[2026-10-08T15:16:46Z] load site instr 36: src r7 win 1 off 1; last base writer load at 33; writers back to the last injecting one: load@33; shadow writes of r7 per rep: add=5 mad=3 mul=4 mulhi=2 or=3 rotl=1 shfl=4 sub=2 xor=2
+[2026-10-08T15:16:46Z] load site instr 45: src r5 win 1 off 0; last base writer mad at 41; writers back to the last injecting one: mad@41; shadow writes of r5 per rep: add=8 mad=5 mul=5 mulhi=2 or=2 rotl=1 rotr=3 shfl=1 sub=2 xor=7
+[2026-10-08T15:16:46Z] load site instr 49: src r0 win 0 off 0; last base writer rotr at 40; writers back to the last injecting one: rotr@40 sub@32; shadow writes of r0 per rep: add=4 mad=2 mul=1 mulhi=5 or=2 rotl=4 rotr=3 shfl=3 sub=1 xor=3
+[2026-10-08T15:16:46Z] load site instr 52: src r0 win 2 off 0; last base writer add at 51; writers back to the last injecting one: add@51; shadow writes of r0 per rep: add=4 mad=2 mul=1 mulhi=5 or=2 rotl=4 rotr=3 shfl=3 sub=1 xor=3
+[2026-10-08T15:16:46Z] load site instr 53: src r3 win 0 off 0; last base writer xor at 48; writers back to the last injecting one: xor@48; shadow writes of r3 per rep: add=8 mad=4 mul=3 mulhi=1 or=3 rotl=2 rotr=2 shfl=2 sub=6 xor=2
+[2026-10-08T15:16:46Z] load site instr 54: src r2 win 0 off 0; last base writer shfl at 50; writers back to the last injecting one: shfl@50; shadow writes of r2 per rep: add=4 mad=3 mul=2 mulhi=2 or=2 rotl=4 rotr=4 shfl=4 sub=2 xor=4
+[2026-10-08T15:16:46Z] load site instr 57: src r4 win 0 off 0; last base writer add at 43; writers back to the last injecting one: add@43; shadow writes of r4 per rep: add=7 mad=5 mul=2 mulhi=7 or=3 rotl=4 rotr=1 shfl=2 sub=2 xor=3
+[2026-10-08T15:16:46Z] load site instr 60: src r5 win 0 off 0; last base writer load at 52; writers back to the last injecting one: load@52; shadow writes of r5 per rep: add=8 mad=5 mul=5 mulhi=2 or=2 rotl=1 rotr=3 shfl=1 sub=2 xor=7
+[2026-10-08T15:16:46Z] window layer: site item windows (first, items) (0x0,2^24) (0x800000,2^23) (0xc00000,2^22) (0x0,2^24) (0x400000,2^22) (0x0,2^24) (0x0,2^24) (0xc00000,2^22) (0x800000,2^23) (0x0,2^23) (0x0,2^24) (0x0,2^22) (0x0,2^24) (0x0,2^24) (0x0,2^24) (0x0,2^24); expected reads per item by quarter 120.000 120.000 104.000 168.000 (flat uniform 128.000)
+[2026-10-08T15:19:40Z] 524288 warps (16777216 nonces) interpreted in 174.1 s (2.657 ms per warp per thread); Epoch::hash_warp agreement on 589 warps: 0 mismatches
+[2026-10-08T15:19:40Z] p34-attack-f8 distinct lines per hash: n 16777216 min 1013 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8712
+[2026-10-08T15:19:40Z] p34-attack-f8 distinct items per hash: n 16777216 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:19:40Z] p34-attack-f8 distinct lines per warp: n 524288 min 32571 p1 32605 median 32637 p99 32664 max 32687 mean 32636.2373
+[2026-10-08T15:19:40Z] p34-attack-f8 distinct items per warp: n 524288 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4831
+[2026-10-08T15:19:40Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:19:40Z] positions: largest hi16-bucket (256 items) share 0.0070% at p23 (iteration 1, site 7, instr 33); windowed expectation 0.0061%; largest saturated-source share 0.0001% at p17 (site 1, instr 13)
+[2026-10-08T15:19:40Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 1 of 2048 at p0 (site 0, instr 4); saturated sources at one position 0 of 2048 at p0 (site 0, instr 4); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:19:40Z] p34-attack-f8 item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 270 (bin 13536727) z_max +12.55 min 47 z_min -7.16 chi2/dof 5.78722 chi2_z +13865.27 top0.1% 0.17018% top0.5% 0.81491% top1% 1.59418%
+[2026-10-08T15:19:40Z] p34-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.27032 largest 207 (item 0x800000) at +10.10 sigma smallest at -5.59; buckets64 chi2/dof 6.70591 largest 11989 (bucket 222397) at +11.93 sigma smallest at -7.60
+[2026-10-08T15:19:47Z] p34-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 234 (bin 14399781) z_max +9.37 min 55 z_min -6.45 chi2/dof 5.49923 chi2_z +13031.17 top0.1% 0.16230% top0.5% 0.78206% top1% 1.53546%
+[2026-10-08T15:19:47Z] p34-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00023 largest +5.98 sigma; buckets64 chi2/dof 0.99853 largest +4.82 smallest -4.70
+[2026-10-08T15:19:47Z] 6-sigma p34-attack-f8 items buckets64 against the window density: largest bucket +11.93 sigma, smallest -7.60 -> FLAGGED (beyond 6 sigma)
+[2026-10-08T15:19:47Z] hot-set p34-attack-f8 items (windowed control): f 0.1% S_f 0.17018% E_f(control) 0.16230% X_f +0.00788% X_f/f +0.0788 -> no hot set
+[2026-10-08T15:19:47Z] hot-set p34-attack-f8 items (windowed control): f 0.5% S_f 0.81491% E_f(control) 0.78206% X_f +0.03285% X_f/f +0.0657 -> no hot set
+[2026-10-08T15:19:47Z] hot-set p34-attack-f8 items (windowed control): f 1.0% S_f 1.59418% E_f(control) 1.53546% X_f +0.05872% X_f/f +0.0587 -> no hot set
+[2026-10-08T15:19:47Z] hot-set p34-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:19:53Z] p34-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 191 (bin 6265201) z_max +5.57 min 71 z_min -5.04 chi2/dof 0.99956 chi2_z -1.28 top0.1% 0.13106% top0.5% 0.63237% top1% 1.24316%
+[2026-10-08T15:19:53Z] hot-set p34-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.17018% E_f(control) 0.13106% X_f +0.03912% X_f/f +0.3912 -> no hot set
+[2026-10-08T15:19:53Z] hot-set p34-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.81491% E_f(control) 0.63237% X_f +0.18254% X_f/f +0.3651 -> no hot set
+[2026-10-08T15:19:53Z] hot-set p34-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.59418% E_f(control) 1.24316% X_f +0.35102% X_f/f +0.3510 -> no hot set
+[2026-10-08T15:19:53Z] hot-set p34-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:19:53Z] ratio p34-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0486x / 1.0420x / 1.0382x (gate 1.2x at 0.1%: within); over the FLAT control 1.2985x / 1.2887x / 1.2824x
+[2026-10-08T15:19:54Z] attribution: hot threshold count >= 213 marks 17037 items (0.1015% of items) holding 3709994 reads (0.1728% of reads); top 8 items t=0xce8dd7:270 t=0xf2dd32:253 t=0xc3c31c:253 t=0xe54765:246 t=0xdb456c:246 t=0xcf5f35:246 t=0xf683c9:245 t=0xf2e5f4:245
+[2026-10-08T15:21:15Z] attribution: reads on hot items per position (flat expectation 0.1015% of each position's 16777216 reads); the 24 largest: p71(it4 s7)=0.566% p39(it2 s7)=0.566% p55(it3 s7)=0.564% p87(it5 s7)=0.563% p103(it6 s7)=0.563% p23(it1 s7)=0.563% p119(it7 s7)=0.561% p7(it0 s7)=0.558% p50(it3 s2)=0.486% p34(it2 s2)=0.484% p114(it7 s2)=0.484% p66(it4 s2)=0.484% p2(it0 s2)=0.484% p82(it5 s2)=0.483% p18(it1 s2)=0.482% p98(it6 s2)=0.482% p33(it2 s1)=0.392% p97(it6 s1)=0.391% p81(it5 s1)=0.391% p17(it1 s1)=0.391% p65(it4 s1)=0.391% p49(it3 s1)=0.390% p113(it7 s1)=0.390% p1(it0 s1)=0.243%
+[2026-10-08T15:21:15Z] attribution: hot reads by iteration it0=0.164% it1=0.174% it2=0.175% it3=0.174% it4=0.174% it5=0.174% it6=0.174% it7=0.173% ; by site s0=0.119% s1=0.372% s2=0.483% s3=0.122% s4=0.000% s5=0.120% s6=0.120% s7=0.563% s8=0.242% s9=0.000% s10=0.139% s11=0.000% s12=0.121% s13=0.121% s14=0.121% s15=0.121%
+[2026-10-08T15:21:15Z] site 0 (instr 4, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1186% (flat expectation 0.1015%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:21:15Z] site 1 (instr 13, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3725% (flat expectation 0.1015%); index entropy 14.985 bits of 15 uniform-on-window; saturated source 0.0001%; largest 256-item bucket 0.0037% (window expectation 0.0031%)
+[2026-10-08T15:21:15Z] site 2 (instr 16, src r2, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.4835% (flat expectation 0.1015%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:21:15Z] site 3 (instr 17, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1222% (flat expectation 0.1015%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:21:15Z] site 4 (instr 23, src r4, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1015%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:21:15Z] site 5 (instr 25, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1203% (flat expectation 0.1015%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:21:15Z] site 6 (instr 31, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1203% (flat expectation 0.1015%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:21:15Z] site 7 (instr 33, src r1, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.5631% (flat expectation 0.1015%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:21:15Z] site 8 (instr 36, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2415% (flat expectation 0.1015%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T15:21:15Z] site 9 (instr 45, src r5, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1015%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T15:21:15Z] site 10 (instr 49, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1388% (flat expectation 0.1015%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:21:15Z] site 11 (instr 52, src r0, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1015%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0063% (window expectation 0.0061%)
+[2026-10-08T15:21:15Z] site 12 (instr 53, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1208% (flat expectation 0.1015%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:21:15Z] site 13 (instr 54, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1209% (flat expectation 0.1015%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:21:15Z] site 14 (instr 57, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1211% (flat expectation 0.1015%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:21:15Z] site 15 (instr 60, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1206% (flat expectation 0.1015%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:21:15Z] attribution: item 0xce8dd7 (270 reads) read from positions p65(it4 s1)x13 p17(it1 s1)x12 p113(it7 s1)x11 p81(it5 s1)x10 p97(it6 s1)x10 p114(it7 s2)x7 p49(it3 s1)x7 p98(it6 s2)x7 p103(it6 s7)x7 p2(it0 s2)x6 p40(it2 s8)x6 p66(it4 s2)x6
+[2026-10-08T15:21:15Z] attribution: item 0xf2dd32 (253 reads) read from positions p33(it2 s1)x10 p81(it5 s1)x10 p82(it5 s2)x10 p113(it7 s1)x10 p17(it1 s1)x8 p50(it3 s2)x8 p97(it6 s1)x7 p103(it6 s7)x7 p119(it7 s7)x6 p23(it1 s7)x6 p49(it3 s1)x6 p71(it4 s7)x6
+[2026-10-08T15:21:15Z] attribution: item 0xc3c31c (253 reads) read from positions p33(it2 s1)x17 p49(it3 s1)x14 p81(it5 s1)x14 p97(it6 s1)x14 p113(it7 s1)x14 p65(it4 s1)x13 p17(it1 s1)x7 p50(it3 s2)x6 p66(it4 s2)x6 p18(it1 s2)x5 p39(it2 s7)x5 p82(it5 s2)x5
+[2026-10-08T15:21:15Z] attribution: item 0xe54765 (246 reads) read from positions p17(it1 s1)x10 p18(it1 s2)x10 p98(it6 s2)x10 p49(it3 s1)x9 p23(it1 s7)x8 p55(it3 s7)x8 p113(it7 s1)x8 p65(it4 s1)x7 p97(it6 s1)x7 p8(it0 s8)x6 p42(it2 s10)x6 p87(it5 s7)x6
+[2026-10-08T15:21:15Z] attribution: item 0xdb456c (246 reads) read from positions p65(it4 s1)x15 p17(it1 s1)x12 p113(it7 s1)x11 p33(it2 s1)x10 p49(it3 s1)x9 p97(it6 s1)x9 p82(it5 s2)x7 p7(it0 s7)x6 p18(it1 s2)x6 p66(it4 s2)x6 p50(it3 s2)x5 p120(it7 s8)x5
+[2026-10-08T15:21:15Z] attribution: item 0xcf5f35 (246 reads) read from positions p114(it7 s2)x9 p119(it7 s7)x8 p33(it2 s1)x8 p18(it1 s2)x7 p101(it6 s5)x7 p39(it2 s7)x6 p2(it0 s2)x6 p66(it4 s2)x6 p98(it6 s2)x6 p113(it7 s1)x6 p56(it3 s8)x5 p49(it3 s1)x5
+[2026-10-08T15:21:15Z] attribution: item 0xf683c9 (245 reads) read from positions p98(it6 s2)x14 p49(it3 s1)x11 p65(it4 s1)x11 p113(it7 s1)x10 p23(it1 s7)x6 p97(it6 s1)x6 p17(it1 s1)x6 p31(it1 s15)x5 p33(it2 s1)x5 p7(it0 s7)x5 p66(it4 s2)x5 p82(it5 s2)x5
+[2026-10-08T15:21:15Z] attribution: item 0xf2e5f4 (245 reads) read from positions p18(it1 s2)x11 p55(it3 s7)x11 p66(it4 s2)x10 p71(it4 s7)x9 p23(it1 s7)x7 p50(it3 s2)x7 p82(it5 s2)x7 p87(it5 s7)x7 p122(it7 s10)x6 p34(it2 s2)x6 p119(it7 s7)x6 p26(it1 s10)x5
+[2026-10-08T15:21:15Z] hottest item p34-attack-f8 (0xce8dd7): 270 reads (0.0000% of all); predicted source none
+[2026-10-08T15:21:15Z] program p34-attack-f8 DONE: 16777216 nonces; 6-sigma (windowed) FLAGGED; hot-set clear; verdict FLAGGED
+Terminated
+lease: released 8 pool cores after 776 s, exit 0

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-p34/warps-p34-attack-f8-d20730-n16777216-none-distinct.txt

@@ -0,0 +1,139 @@
+# distinct lines_hash: value count
+lines_hash 1013 3
+lines_hash 1014 49
+lines_hash 1015 897
+lines_hash 1016 7288
+lines_hash 1019 2
+lines_hash 1020 149
+lines_hash 1021 4756
+lines_hash 1022 115075
+lines_hash 1023 1849451
+lines_hash 1024 14799546
+# distinct items_hash: value count
+items_hash 127 8237
+items_hash 128 16768979
+# distinct lines_warp: value count
+lines_warp 32571 1
+lines_warp 32573 1
+lines_warp 32574 2
+lines_warp 32575 2
+lines_warp 32576 1
+lines_warp 32577 3
+lines_warp 32578 4
+lines_warp 32579 1
+lines_warp 32580 11
+lines_warp 32581 10
+lines_warp 32582 6
+lines_warp 32583 6
+lines_warp 32584 13
+lines_warp 32585 15
+lines_warp 32586 17
+lines_warp 32587 18
+lines_warp 32588 31
+lines_warp 32589 54
+lines_warp 32590 60
+lines_warp 32591 70
+lines_warp 32592 100
+lines_warp 32593 110
+lines_warp 32594 129
+lines_warp 32595 135
+lines_warp 32596 183
+lines_warp 32597 235
+lines_warp 32598 278
+lines_warp 32599 313
+lines_warp 32600 391
+lines_warp 32601 484
+lines_warp 32602 571
+lines_warp 32603 673
+lines_warp 32604 787
+lines_warp 32605 922
+lines_warp 32606 1071
+lines_warp 32607 1286
+lines_warp 32608 1471
+lines_warp 32609 1771
+lines_warp 32610 2018
+lines_warp 32611 2333
+lines_warp 32612 2713
+lines_warp 32613 3139
+lines_warp 32614 3337
+lines_warp 32615 3867
+lines_warp 32616 4446
+lines_warp 32617 5021
+lines_warp 32618 5455
+lines_warp 32619 6106
+lines_warp 32620 6925
+lines_warp 32621 7436
+lines_warp 32622 8189
+lines_warp 32623 9007
+lines_warp 32624 9696
+lines_warp 32625 10642
+lines_warp 32626 11238
+lines_warp 32627 11977
+lines_warp 32628 12680
+lines_warp 32629 13433
+lines_warp 32630 14028
+lines_warp 32631 14796
+lines_warp 32632 15064
+lines_warp 32633 15773
+lines_warp 32634 16290
+lines_warp 32635 16471
+lines_warp 32636 16907
+lines_warp 32637 16660
+lines_warp 32638 16777
+lines_warp 32639 16613
+lines_warp 32640 16519
+lines_warp 32641 15943
+lines_warp 32642 15293
+lines_warp 32643 15247
+lines_warp 32644 14548
+lines_warp 32645 13665
+lines_warp 32646 13015
+lines_warp 32647 12144
+lines_warp 32648 11456
+lines_warp 32649 10594
+lines_warp 32650 9625
+lines_warp 32651 8859
+lines_warp 32652 7997
+lines_warp 32653 7034
+lines_warp 32654 6210
+lines_warp 32655 5739
+lines_warp 32656 4938
+lines_warp 32657 4276
+lines_warp 32658 3734
+lines_warp 32659 3143
+lines_warp 32660 2696
+lines_warp 32661 2145
+lines_warp 32662 1912
+lines_warp 32663 1562
+lines_warp 32664 1224
+lines_warp 32665 1014
+lines_warp 32666 793
+lines_warp 32667 628
+lines_warp 32668 520
+lines_warp 32669 350
+lines_warp 32670 286
+lines_warp 32671 250
+lines_warp 32672 183
+lines_warp 32673 119
+lines_warp 32674 95
+lines_warp 32675 76
+lines_warp 32676 57
+lines_warp 32677 41
+lines_warp 32678 25
+lines_warp 32679 21
+lines_warp 32680 5
+lines_warp 32681 9
+lines_warp 32682 9
+lines_warp 32683 4
+lines_warp 32684 5
+lines_warp 32685 4
+lines_warp 32686 1
+lines_warp 32687 2
+# distinct items_warp: value count
+items_warp 4090 14
+items_warp 4091 80
+items_warp 4092 913
+items_warp 4093 7142
+items_warp 4094 41711
+items_warp 4095 162028
+items_warp 4096 312400

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-p34/warps-p34-attack-f8-d20730-n16777216-none-positions.txt

@@ -0,0 +1,129 @@
+# position iteration site instr max_hi16_bucket_share saturated_share
+0 0 0 4 0.000019 0.000000
+1 0 1 13 0.000037 0.000000
+2 0 2 16 0.000068 0.000000
+3 0 3 17 0.000020 0.000000
+4 0 4 23 0.000069 0.000000
+5 0 5 25 0.000020 0.000000
+6 0 6 31 0.000020 0.000000
+7 0 7 33 0.000068 0.000000
+8 0 8 36 0.000036 0.000000
+9 0 9 45 0.000036 0.000000
+10 0 10 49 0.000020 0.000000
+11 0 11 52 0.000068 0.000000
+12 0 12 53 0.000019 0.000000
+13 0 13 54 0.000020 0.000000
+14 0 14 57 0.000020 0.000000
+15 0 15 60 0.000020 0.000000
+16 1 0 4 0.000020 0.000000
+17 1 1 13 0.000042 0.000001
+18 1 2 16 0.000069 0.000000
+19 1 3 17 0.000020 0.000000
+20 1 4 23 0.000069 0.000000
+21 1 5 25 0.000019 0.000000
+22 1 6 31 0.000020 0.000000
+23 1 7 33 0.000070 0.000000
+24 1 8 36 0.000036 0.000000
+25 1 9 45 0.000036 0.000000
+26 1 10 49 0.000020 0.000000
+27 1 11 52 0.000069 0.000000
+28 1 12 53 0.000020 0.000000
+29 1 13 54 0.000019 0.000000
+30 1 14 57 0.000020 0.000000
+31 1 15 60 0.000020 0.000000
+32 2 0 4 0.000019 0.000000
+33 2 1 13 0.000041 0.000000
+34 2 2 16 0.000069 0.000000
+35 2 3 17 0.000019 0.000000
+36 2 4 23 0.000068 0.000000
+37 2 5 25 0.000020 0.000000
+38 2 6 31 0.000020 0.000000
+39 2 7 33 0.000068 0.000000
+40 2 8 36 0.000036 0.000000
+41 2 9 45 0.000036 0.000000
+42 2 10 49 0.000020 0.000000
+43 2 11 52 0.000069 0.000000
+44 2 12 53 0.000019 0.000000
+45 2 13 54 0.000020 0.000000
+46 2 14 57 0.000019 0.000000
+47 2 15 60 0.000020 0.000000
+48 3 0 4 0.000019 0.000000
+49 3 1 13 0.000042 0.000001
+50 3 2 16 0.000069 0.000000
+51 3 3 17 0.000020 0.000000
+52 3 4 23 0.000068 0.000000
+53 3 5 25 0.000020 0.000000
+54 3 6 31 0.000019 0.000000
+55 3 7 33 0.000068 0.000000
+56 3 8 36 0.000036 0.000000
+57 3 9 45 0.000036 0.000000
+58 3 10 49 0.000020 0.000000
+59 3 11 52 0.000069 0.000000
+60 3 12 53 0.000019 0.000000
+61 3 13 54 0.000019 0.000000
+62 3 14 57 0.000019 0.000000
+63 3 15 60 0.000019 0.000000
+64 4 0 4 0.000020 0.000000
+65 4 1 13 0.000042 0.000001
+66 4 2 16 0.000069 0.000000
+67 4 3 17 0.000020 0.000000
+68 4 4 23 0.000068 0.000000
+69 4 5 25 0.000019 0.000000
+70 4 6 31 0.000019 0.000000
+71 4 7 33 0.000068 0.000000
+72 4 8 36 0.000036 0.000000
+73 4 9 45 0.000036 0.000000
+74 4 10 49 0.000020 0.000000
+75 4 11 52 0.000069 0.000000
+76 4 12 53 0.000020 0.000000
+77 4 13 54 0.000020 0.000000
+78 4 14 57 0.000019 0.000000
+79 4 15 60 0.000019 0.000000
+80 5 0 4 0.000019 0.000000
+81 5 1 13 0.000041 0.000001
+82 5 2 16 0.000068 0.000000
+83 5 3 17 0.000020 0.000000
+84 5 4 23 0.000069 0.000000
+85 5 5 25 0.000020 0.000000
+86 5 6 31 0.000019 0.000000
+87 5 7 33 0.000068 0.000000
+88 5 8 36 0.000036 0.000000
+89 5 9 45 0.000036 0.000000
+90 5 10 49 0.000019 0.000000
+91 5 11 52 0.000068 0.000000
+92 5 12 53 0.000019 0.000000
+93 5 13 54 0.000020 0.000000
+94 5 14 57 0.000020 0.000000
+95 5 15 60 0.000019 0.000000
+96 6 0 4 0.000019 0.000000
+97 6 1 13 0.000042 0.000001
+98 6 2 16 0.000069 0.000000
+99 6 3 17 0.000019 0.000000
+100 6 4 23 0.000069 0.000000
+101 6 5 25 0.000019 0.000000
+102 6 6 31 0.000019 0.000000
+103 6 7 33 0.000068 0.000000
+104 6 8 36 0.000036 0.000000
+105 6 9 45 0.000036 0.000000
+106 6 10 49 0.000021 0.000000
+107 6 11 52 0.000068 0.000000
+108 6 12 53 0.000019 0.000000
+109 6 13 54 0.000019 0.000000
+110 6 14 57 0.000019 0.000000
+111 6 15 60 0.000019 0.000000
+112 7 0 4 0.000020 0.000000
+113 7 1 13 0.000042 0.000001
+114 7 2 16 0.000069 0.000000
+115 7 3 17 0.000019 0.000000
+116 7 4 23 0.000069 0.000000
+117 7 5 25 0.000019 0.000000
+118 7 6 31 0.000020 0.000000
+119 7 7 33 0.000068 0.000000
+120 7 8 36 0.000036 0.000000
+121 7 9 45 0.000036 0.000000
+122 7 10 49 0.000020 0.000000
+123 7 11 52 0.000069 0.000000
+124 7 12 53 0.000019 0.000000
+125 7 13 54 0.000019 0.000000
+126 7 14 57 0.000019 0.000000
+127 7 15 60 0.000020 0.000000

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-p4.log

@@ -0,0 +1,78 @@
+lease: 0 of 2 pool cores free (88 leased); waiting
+lease: holding 8 pool cores (24,25,26,27,28,29,30,31, waited 783 s, class v5, mem 8 GB): class v6 census: pack hl-v6-fold F8 known-failed p4 at 2^24 (window control, by site)
+[2026-10-08T15:21:18Z] attack-f8 0.1.0 (igneum-pow 4); args ["census", "--programs", "4..4", "--nonces", "16777216", "--control", "window", "--by-site", "--class", "v5", "--state", "/srv/builds/v6-census/packs/node1-state.igsd1", "--load-class", "mx8+sh256x27+state+fold", "--era-widths", "4", "--day", "20730", "--threads", "8", "--out", "/srv/builds/v6-census/packs-out/hl-v6-fold/f8-p4"]
+[2026-10-08T15:21:18Z] census warps: programs [4] day 20730 nonces 16777216 threads 8 plant none validate all check_every 997 diag true
+[2026-10-08T15:21:19Z] day 20730: cache filled in 0.63 s, fnv 448274a57f508cbc
+[2026-10-08T15:21:28Z] table: 16777216 items derived with their 8 lines in 9.3 s; library comparison all (0 mismatches)
+[2026-10-08T15:21:33Z] program p4-attack-f8: epoch seed 1afaec86f76841dbd11b07f8e797e76ea7741a919b552517be524dff6279e685 era seed 855a2e525d282e8eed84759f4963aed36eac73bfe1b5f4f3fac853568f03260f id 8a72564bbafa391d attempt 0 class mx8-erad8bbc64a+sh256x27+state+fold op mix load=16 xor=14 add=7 mad=6 mul=5 rotl=4 rotr=4 mulhi=3 shfl=3 sub=2; era stride mul 0x2477779f rot 13 interleave [5, 10, 11, 15] windows 3:0:0 8:2:1 11:0:0 14:1:0 19:2:1 20:0:0 26:1:0 34:0:0 35:1:1 36:2:2 40:2:3 43:2:2 44:0:0 55:2:1 57:1:0 61:2:3
+[2026-10-08T15:21:33Z] load site instr 3: src r3 win 0 off 0; last base writer xor at 1; writers back to the last injecting one: xor@1; shadow writes of r3 per rep: add=9 mad=5 mul=3 mulhi=2 or=1 rotl=3 shfl=4 sub=2 xor=3
+[2026-10-08T15:21:33Z] load site instr 8: src r2 win 2 off 1; last base writer mad at 4; writers back to the last injecting one: mad@4; shadow writes of r2 per rep: add=3 mad=1 mul=4 mulhi=6 or=2 rotl=2 rotr=2 shfl=4 sub=1 xor=8
+[2026-10-08T15:21:33Z] load site instr 11: src r4 win 0 off 0; last base writer shfl at 10; writers back to the last injecting one: shfl@10; shadow writes of r4 per rep: add=7 mad=4 mul=1 mulhi=3 or=4 rotl=3 rotr=2 shfl=4 sub=2 xor=4
+[2026-10-08T15:21:33Z] load site instr 14: src r7 win 1 off 0; last base writer load at 11; writers back to the last injecting one: load@11; shadow writes of r7 per rep: add=7 mad=6 mul=4 or=1 rotl=2 rotr=2 shfl=3 sub=1 xor=4
+[2026-10-08T15:21:33Z] load site instr 19: src r2 win 2 off 1; last base writer load at 14; writers back to the last injecting one: load@14; shadow writes of r2 per rep: add=3 mad=1 mul=4 mulhi=6 or=2 rotl=2 rotr=2 shfl=4 sub=1 xor=8
+[2026-10-08T15:21:33Z] load site instr 20: src r7 win 0 off 0; last base writer xor at 17; writers back to the last injecting one: xor@17; shadow writes of r7 per rep: add=7 mad=6 mul=4 or=1 rotl=2 rotr=2 shfl=3 sub=1 xor=4
+[2026-10-08T15:21:33Z] load site instr 26: src r3 win 1 off 0; last base writer xor at 23; writers back to the last injecting one: xor@23; shadow writes of r3 per rep: add=9 mad=5 mul=3 mulhi=2 or=1 rotl=3 shfl=4 sub=2 xor=3
+[2026-10-08T15:21:33Z] load site instr 34: src r1 win 0 off 0; last base writer add at 32; writers back to the last injecting one: add@32; shadow writes of r1 per rep: add=1 mad=2 mul=3 mulhi=4 or=1 rotl=1 rotr=3 shfl=3 sub=5 xor=5
+[2026-10-08T15:21:33Z] load site instr 35: src r4 win 1 off 1; last base writer add at 33; writers back to the last injecting one: add@33; shadow writes of r4 per rep: add=7 mad=4 mul=1 mulhi=3 or=4 rotl=3 rotr=2 shfl=4 sub=2 xor=4
+[2026-10-08T15:21:33Z] load site instr 36: src r7 win 2 off 2; last base writer rotr at 30; writers back to the last injecting one: rotr@30 xor@17; shadow writes of r7 per rep: add=7 mad=6 mul=4 or=1 rotl=2 rotr=2 shfl=3 sub=1 xor=4
+[2026-10-08T15:21:33Z] load site instr 40: src r7 win 2 off 3; last base writer sub at 37; writers back to the last injecting one: sub@37; shadow writes of r7 per rep: add=7 mad=6 mul=4 or=1 rotl=2 rotr=2 shfl=3 sub=1 xor=4
+[2026-10-08T15:21:33Z] load site instr 43: src r5 win 2 off 2; last base writer load at 35; writers back to the last injecting one: load@35; shadow writes of r5 per rep: add=7 mad=3 mul=3 mulhi=1 or=5 rotl=4 rotr=5 shfl=6 sub=5 xor=3
+[2026-10-08T15:21:33Z] load site instr 44: src r7 win 0 off 0; last base writer load at 43; writers back to the last injecting one: load@43; shadow writes of r7 per rep: add=7 mad=6 mul=4 or=1 rotl=2 rotr=2 shfl=3 sub=1 xor=4
+[2026-10-08T15:21:33Z] load site instr 55: src r6 win 2 off 1; last base writer xor at 50; writers back to the last injecting one: xor@50; shadow writes of r6 per rep: add=9 mad=3 mul=5 mulhi=3 or=1 rotl=3 rotr=1 shfl=5 sub=1 xor=3
+[2026-10-08T15:21:33Z] load site instr 57: src r4 win 1 off 0; last base writer add at 56; writers back to the last injecting one: add@56; shadow writes of r4 per rep: add=7 mad=4 mul=1 mulhi=3 or=4 rotl=3 rotr=2 shfl=4 sub=2 xor=4
+[2026-10-08T15:21:33Z] load site instr 61: src r3 win 2 off 3; last base writer xor at 59; writers back to the last injecting one: xor@59; shadow writes of r3 per rep: add=9 mad=5 mul=3 mulhi=2 or=1 rotl=3 shfl=4 sub=2 xor=3
+[2026-10-08T15:21:33Z] window layer: site item windows (first, items) (0x0,2^24) (0x400000,2^22) (0x0,2^24) (0x0,2^23) (0x400000,2^22) (0x0,2^24) (0x0,2^23) (0x0,2^24) (0x800000,2^23) (0x800000,2^22) (0xc00000,2^22) (0x800000,2^22) (0x0,2^24) (0x400000,2^22) (0x0,2^23) (0xc00000,2^22); expected reads per item by quarter 88.000 184.000 120.000 120.000 (flat uniform 128.000)
+[2026-10-08T15:24:23Z] 524288 warps (16777216 nonces) interpreted in 170.0 s (2.594 ms per warp per thread); Epoch::hash_warp agreement on 589 warps: 0 mismatches
+[2026-10-08T15:24:23Z] p4-attack-f8 distinct lines per hash: n 16777216 min 992 p1 1016 median 1024 p99 1024 max 1024 mean 1023.3701
+[2026-10-08T15:24:23Z] p4-attack-f8 distinct items per hash: n 16777216 min 124 p1 127 median 128 p99 128 max 128 mean 127.9369
+[2026-10-08T15:24:23Z] p4-attack-f8 distinct lines per warp: n 524288 min 32526 p1 32577 median 32621 p99 32656 max 32684 mean 32620.1732
+[2026-10-08T15:24:23Z] p4-attack-f8 distinct items per warp: n 524288 min 4083 p1 4089 median 4094 p99 4096 max 4096 mean 4093.4595
+[2026-10-08T15:24:23Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:24:23Z] positions: largest hi16-bucket (256 items) share 0.0071% at p11 (iteration 0, site 11, instr 43); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p81 (site 1, instr 8)
+[2026-10-08T15:24:23Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p45 (site 13, instr 55); saturated sources at one position 0 of 2048 at p0 (site 0, instr 3); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:24:23Z] p4-attack-f8 item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 259 (bin 4919152) z_max +11.58 min 47 z_min -7.16 chi2/dof 10.51508 chi2_z +27558.60 top0.1% 0.17713% top0.5% 0.85397% top1% 1.67701%
+[2026-10-08T15:24:23Z] p4-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.01145 largest 144 (item 0x3f9c83) at +5.97 sigma smallest at -4.87; buckets64 chi2/dof 1.00179 largest 8109 (bucket 147506) at +4.90 sigma smallest at -4.37
+[2026-10-08T15:24:32Z] p4-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 255 (bin 4207222) z_max +11.23 min 44 z_min -7.42 chi2/dof 10.50127 chi2_z +27518.60 top0.1% 0.17613% top0.5% 0.85025% top1% 1.67059%
+[2026-10-08T15:24:32Z] p4-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00040 largest +5.76 sigma; buckets64 chi2/dof 1.00665 largest +4.85 smallest -4.75
+[2026-10-08T15:24:32Z] 6-sigma p4-attack-f8 items buckets64 against the window density: largest bucket +4.90 sigma, smallest -4.37 -> within 6 sigma
+[2026-10-08T15:24:32Z] hot-set p4-attack-f8 items (windowed control): f 0.1% S_f 0.17713% E_f(control) 0.17613% X_f +0.00100% X_f/f +0.0100 -> no hot set
+[2026-10-08T15:24:32Z] hot-set p4-attack-f8 items (windowed control): f 0.5% S_f 0.85397% E_f(control) 0.85025% X_f +0.00371% X_f/f +0.0074 -> no hot set
+[2026-10-08T15:24:32Z] hot-set p4-attack-f8 items (windowed control): f 1.0% S_f 1.67701% E_f(control) 1.67059% X_f +0.00642% X_f/f +0.0064 -> no hot set
+[2026-10-08T15:24:32Z] hot-set p4-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:24:39Z] p4-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 195 (bin 12547865) z_max +5.92 min 75 z_min -4.68 chi2/dof 1.00066 chi2_z +1.92 top0.1% 0.13106% top0.5% 0.63244% top1% 1.24332%
+[2026-10-08T15:24:39Z] hot-set p4-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.17713% E_f(control) 0.13106% X_f +0.04607% X_f/f +0.4607 -> no hot set
+[2026-10-08T15:24:39Z] hot-set p4-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.85397% E_f(control) 0.63244% X_f +0.22152% X_f/f +0.4430 -> no hot set
+[2026-10-08T15:24:39Z] hot-set p4-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.67701% E_f(control) 1.24332% X_f +0.43369% X_f/f +0.4337 -> no hot set
+[2026-10-08T15:24:39Z] hot-set p4-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:24:39Z] ratio p4-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0057x / 1.0044x / 1.0038x (gate 1.2x at 0.1%: within); over the FLAT control 1.3515x / 1.3503x / 1.3488x
+[2026-10-08T15:24:40Z] attribution: hot threshold count >= 222 marks 18669 items (0.1113% of items) holding 4223861 reads (0.1967% of reads); top 8 items t=0x4b0f70:259 t=0x579f89:256 t=0x500080:256 t=0x7eb98b:255 t=0x7bcdb0:254 t=0x72f09f:253 t=0x70d68d:252 t=0x559159:252
+[2026-10-08T15:26:00Z] attribution: reads on hot items per position (flat expectation 0.1113% of each position's 16777216 reads); the 24 largest: p97(it6 s1)=0.588% p1(it0 s1)=0.587% p81(it5 s1)=0.586% p113(it7 s1)=0.584% p65(it4 s1)=0.584% p49(it3 s1)=0.583% p33(it2 s1)=0.583% p17(it1 s1)=0.582% p29(it1 s13)=0.542% p93(it5 s13)=0.542% p84(it5 s4)=0.541% p125(it7 s13)=0.541% p36(it2 s4)=0.540% p13(it0 s13)=0.539% p68(it4 s4)=0.539% p77(it4 s13)=0.539% p61(it3 s13)=0.539% p4(it0 s4)=0.539% p45(it2 s13)=0.539% p20(it1 s4)=0.539% p52(it3 s4)=0.538% p116(it7 s4)=0.538% p109(it6 s13)=0.537% p100(it6 s4)=0.535%
+[2026-10-08T15:26:00Z] attribution: hot reads by iteration it0=0.197% it1=0.197% it2=0.196% it3=0.196% it4=0.197% it5=0.197% it6=0.196% it7=0.197% ; by site s0=0.135% s1=0.585% s2=0.135% s3=0.270% s4=0.539% s5=0.134% s6=0.269% s7=0.134% s8=0.000% s9=0.000% s10=0.000% s11=0.000% s12=0.135% s13=0.540% s14=0.270% s15=0.000%
+[2026-10-08T15:26:00Z] site 0 (instr 3, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1349% (flat expectation 0.1113%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:26:00Z] site 1 (instr 8, src r2, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.5846% (flat expectation 0.1113%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:26:00Z] site 2 (instr 11, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1354% (flat expectation 0.1113%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:26:00Z] site 3 (instr 14, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2703% (flat expectation 0.1113%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T15:26:00Z] site 4 (instr 19, src r2, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.5387% (flat expectation 0.1113%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:26:00Z] site 5 (instr 20, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1345% (flat expectation 0.1113%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:26:00Z] site 6 (instr 26, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2695% (flat expectation 0.1113%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T15:26:00Z] site 7 (instr 34, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1344% (flat expectation 0.1113%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:26:00Z] site 8 (instr 35, src r4, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1113%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T15:26:00Z] site 9 (instr 36, src r7, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1113%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:26:00Z] site 10 (instr 40, src r7, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1113%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:26:00Z] site 11 (instr 43, src r5, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1113%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:26:00Z] site 12 (instr 44, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1353% (flat expectation 0.1113%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:26:00Z] site 13 (instr 55, src r6, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.5396% (flat expectation 0.1113%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:26:00Z] site 14 (instr 57, src r4, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2699% (flat expectation 0.1113%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T15:26:00Z] site 15 (instr 61, src r3, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1113%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:26:00Z] attribution: item 0x4b0f70 (259 reads) read from positions p17(it1 s1)x12 p4(it0 s4)x9 p13(it0 s13)x9 p100(it6 s4)x9 p116(it7 s4)x9 p1(it0 s1)x8 p36(it2 s4)x8 p52(it3 s4)x8 p77(it4 s13)x8 p20(it1 s4)x7 p33(it2 s1)x7 p97(it6 s1)x7
+[2026-10-08T15:26:00Z] attribution: item 0x579f89 (256 reads) read from positions p1(it0 s1)x12 p33(it2 s1)x10 p81(it5 s1)x9 p4(it0 s4)x8 p116(it7 s4)x8 p29(it1 s13)x7 p36(it2 s4)x7 p49(it3 s1)x7 p84(it5 s4)x7 p125(it7 s13)x6 p52(it3 s4)x6 p113(it7 s1)x6
+[2026-10-08T15:26:00Z] attribution: item 0x500080 (256 reads) read from positions p97(it6 s1)x13 p113(it7 s1)x11 p81(it5 s1)x10 p20(it1 s4)x8 p29(it1 s13)x8 p33(it2 s1)x8 p52(it3 s4)x8 p65(it4 s1)x8 p45(it2 s13)x7 p1(it0 s1)x7 p38(it2 s6)x6 p125(it7 s13)x6
+[2026-10-08T15:26:00Z] attribution: item 0x7eb98b (255 reads) read from positions p1(it0 s1)x10 p49(it3 s1)x9 p113(it7 s1)x8 p109(it6 s13)x8 p45(it2 s13)x7 p61(it3 s13)x6 p34(it2 s2)x6 p36(it2 s4)x6 p84(it5 s4)x6 p97(it6 s1)x6 p110(it6 s14)x5 p4(it0 s4)x5
+[2026-10-08T15:26:00Z] attribution: item 0x7bcdb0 (254 reads) read from positions p116(it7 s4)x10 p1(it0 s1)x10 p45(it2 s13)x9 p61(it3 s13)x9 p33(it2 s1)x8 p78(it4 s14)x8 p97(it6 s1)x8 p29(it1 s13)x7 p65(it4 s1)x7 p77(it4 s13)x7 p81(it5 s1)x7 p13(it0 s13)x6
+[2026-10-08T15:26:00Z] attribution: item 0x72f09f (253 reads) read from positions p52(it3 s4)x10 p1(it0 s1)x8 p36(it2 s4)x8 p49(it3 s1)x8 p68(it4 s4)x8 p93(it5 s13)x8 p4(it0 s4)x7 p61(it3 s13)x7 p97(it6 s1)x7 p100(it6 s4)x7 p29(it1 s13)x6 p109(it6 s13)x6
+[2026-10-08T15:26:00Z] attribution: item 0x70d68d (252 reads) read from positions p93(it5 s13)x14 p1(it0 s1)x9 p109(it6 s13)x8 p29(it1 s13)x8 p49(it3 s1)x8 p97(it6 s1)x7 p68(it4 s4)x7 p113(it7 s1)x7 p20(it1 s4)x6 p4(it0 s4)x6 p33(it2 s1)x6 p61(it3 s13)x6
+[2026-10-08T15:26:00Z] attribution: item 0x559159 (252 reads) read from positions p61(it3 s13)x9 p97(it6 s1)x9 p1(it0 s1)x8 p68(it4 s4)x8 p113(it7 s1)x8 p29(it1 s13)x7 p17(it1 s1)x6 p33(it2 s1)x6 p49(it3 s1)x6 p84(it5 s4)x6 p125(it7 s13)x6 p2(it0 s2)x5
+[2026-10-08T15:26:00Z] hottest item p4-attack-f8 (0x4b0f70): 259 reads (0.0000% of all); predicted source none
+[2026-10-08T15:26:00Z] program p4-attack-f8 DONE: 16777216 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+Terminated
+lease: released 8 pool cores after 1065 s, exit 0

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-p4/warps-p4-attack-f8-d20730-n16777216-none-distinct.txt

@@ -0,0 +1,192 @@
+# distinct lines_hash: value count
+lines_hash 992 7
+lines_hash 998 4
+lines_hash 999 43
+lines_hash 1000 380
+lines_hash 1005 11
+lines_hash 1006 166
+lines_hash 1007 3053
+lines_hash 1008 24711
+lines_hash 1012 13
+lines_hash 1013 299
+lines_hash 1014 6623
+lines_hash 1015 108916
+lines_hash 1016 886172
+lines_hash 1019 4
+lines_hash 1020 140
+lines_hash 1021 4498
+lines_hash 1022 108929
+lines_hash 1023 1735443
+lines_hash 1024 13897804
+# distinct items_hash: value count
+items_hash 124 7
+items_hash 125 427
+items_hash 126 27941
+items_hash 127 1002023
+items_hash 128 15746818
+# distinct lines_warp: value count
+lines_warp 32526 1
+lines_warp 32531 1
+lines_warp 32532 1
+lines_warp 32533 2
+lines_warp 32534 1
+lines_warp 32535 1
+lines_warp 32537 2
+lines_warp 32538 2
+lines_warp 32539 5
+lines_warp 32540 6
+lines_warp 32541 2
+lines_warp 32542 4
+lines_warp 32543 5
+lines_warp 32544 8
+lines_warp 32545 8
+lines_warp 32546 8
+lines_warp 32547 8
+lines_warp 32548 12
+lines_warp 32549 15
+lines_warp 32550 16
+lines_warp 32551 19
+lines_warp 32552 27
+lines_warp 32553 19
+lines_warp 32554 34
+lines_warp 32555 34
+lines_warp 32556 44
+lines_warp 32557 46
+lines_warp 32558 57
+lines_warp 32559 54
+lines_warp 32560 60
+lines_warp 32561 65
+lines_warp 32562 87
+lines_warp 32563 117
+lines_warp 32564 133
+lines_warp 32565 149
+lines_warp 32566 162
+lines_warp 32567 194
+lines_warp 32568 223
+lines_warp 32569 230
+lines_warp 32570 284
+lines_warp 32571 293
+lines_warp 32572 378
+lines_warp 32573 401
+lines_warp 32574 437
+lines_warp 32575 521
+lines_warp 32576 567
+lines_warp 32577 687
+lines_warp 32578 721
+lines_warp 32579 761
+lines_warp 32580 842
+lines_warp 32581 996
+lines_warp 32582 1127
+lines_warp 32583 1278
+lines_warp 32584 1336
+lines_warp 32585 1611
+lines_warp 32586 1614
+lines_warp 32587 1936
+lines_warp 32588 2016
+lines_warp 32589 2233
+lines_warp 32590 2611
+lines_warp 32591 2718
+lines_warp 32592 3032
+lines_warp 32593 3209
+lines_warp 32594 3550
+lines_warp 32595 3818
+lines_warp 32596 4213
+lines_warp 32597 4457
+lines_warp 32598 4770
+lines_warp 32599 5109
+lines_warp 32600 5549
+lines_warp 32601 5861
+lines_warp 32602 6459
+lines_warp 32603 6773
+lines_warp 32604 7031
+lines_warp 32605 7612
+lines_warp 32606 8080
+lines_warp 32607 8344
+lines_warp 32608 8719
+lines_warp 32609 9031
+lines_warp 32610 9659
+lines_warp 32611 9993
+lines_warp 32612 10419
+lines_warp 32613 10801
+lines_warp 32614 10909
+lines_warp 32615 11247
+lines_warp 32616 11660
+lines_warp 32617 11894
+lines_warp 32618 12048
+lines_warp 32619 12268
+lines_warp 32620 12380
+lines_warp 32621 12630
+lines_warp 32622 12458
+lines_warp 32623 12487
+lines_warp 32624 12490
+lines_warp 32625 12453
+lines_warp 32626 12208
+lines_warp 32627 12046
+lines_warp 32628 11615
+lines_warp 32629 11766
+lines_warp 32630 11335
+lines_warp 32631 10935
+lines_warp 32632 10585
+lines_warp 32633 10205
+lines_warp 32634 9826
+lines_warp 32635 9204
+lines_warp 32636 8722
+lines_warp 32637 8331
+lines_warp 32638 7857
+lines_warp 32639 7380
+lines_warp 32640 6794
+lines_warp 32641 6356
+lines_warp 32642 5842
+lines_warp 32643 5384
+lines_warp 32644 4863
+lines_warp 32645 4496
+lines_warp 32646 3879
+lines_warp 32647 3599
+lines_warp 32648 3266
+lines_warp 32649 2759
+lines_warp 32650 2446
+lines_warp 32651 2153
+lines_warp 32652 1834
+lines_warp 32653 1666
+lines_warp 32654 1419
+lines_warp 32655 1202
+lines_warp 32656 999
+lines_warp 32657 862
+lines_warp 32658 751
+lines_warp 32659 617
+lines_warp 32660 490
+lines_warp 32661 409
+lines_warp 32662 333
+lines_warp 32663 276
+lines_warp 32664 198
+lines_warp 32665 179
+lines_warp 32666 145
+lines_warp 32667 117
+lines_warp 32668 80
+lines_warp 32669 63
+lines_warp 32670 45
+lines_warp 32671 31
+lines_warp 32672 20
+lines_warp 32673 22
+lines_warp 32674 13
+lines_warp 32675 7
+lines_warp 32676 6
+lines_warp 32677 5
+lines_warp 32678 1
+lines_warp 32679 2
+lines_warp 32684 1
+# distinct items_warp: value count
+items_warp 4083 2
+items_warp 4084 10
+items_warp 4085 28
+items_warp 4086 117
+items_warp 4087 471
+items_warp 4088 1768
+items_warp 4089 5542
+items_warp 4090 15147
+items_warp 4091 36244
+items_warp 4092 71858
+items_warp 4093 113725
+items_warp 4094 133861
+items_warp 4095 104720
+items_warp 4096 40795

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-p4/warps-p4-attack-f8-d20730-n16777216-none-positions.txt

@@ -0,0 +1,129 @@
+# position iteration site instr max_hi16_bucket_share saturated_share
+0 0 0 3 0.000020 0.000000
+1 0 1 8 0.000069 0.000000
+2 0 2 11 0.000019 0.000000
+3 0 3 14 0.000037 0.000000
+4 0 4 19 0.000068 0.000000
+5 0 5 20 0.000020 0.000000
+6 0 6 26 0.000036 0.000000
+7 0 7 34 0.000019 0.000000
+8 0 8 35 0.000036 0.000000
+9 0 9 36 0.000069 0.000000
+10 0 10 40 0.000069 0.000000
+11 0 11 43 0.000071 0.000000
+12 0 12 44 0.000019 0.000000
+13 0 13 55 0.000068 0.000000
+14 0 14 57 0.000036 0.000000
+15 0 15 61 0.000069 0.000000
+16 1 0 3 0.000020 0.000000
+17 1 1 8 0.000070 0.000000
+18 1 2 11 0.000019 0.000000
+19 1 3 14 0.000036 0.000000
+20 1 4 19 0.000069 0.000000
+21 1 5 20 0.000019 0.000000
+22 1 6 26 0.000036 0.000000
+23 1 7 34 0.000019 0.000000
+24 1 8 35 0.000037 0.000000
+25 1 9 36 0.000068 0.000000
+26 1 10 40 0.000069 0.000000
+27 1 11 43 0.000069 0.000000
+28 1 12 44 0.000019 0.000000
+29 1 13 55 0.000068 0.000000
+30 1 14 57 0.000036 0.000000
+31 1 15 61 0.000068 0.000000
+32 2 0 3 0.000019 0.000000
+33 2 1 8 0.000069 0.000000
+34 2 2 11 0.000019 0.000000
+35 2 3 14 0.000036 0.000000
+36 2 4 19 0.000068 0.000000
+37 2 5 20 0.000019 0.000000
+38 2 6 26 0.000037 0.000000
+39 2 7 34 0.000020 0.000000
+40 2 8 35 0.000036 0.000000
+41 2 9 36 0.000070 0.000000
+42 2 10 40 0.000069 0.000000
+43 2 11 43 0.000068 0.000000
+44 2 12 44 0.000019 0.000000
+45 2 13 55 0.000070 0.000000
+46 2 14 57 0.000036 0.000000
+47 2 15 61 0.000068 0.000000
+48 3 0 3 0.000020 0.000000
+49 3 1 8 0.000069 0.000000
+50 3 2 11 0.000020 0.000000
+51 3 3 14 0.000036 0.000000
+52 3 4 19 0.000069 0.000000
+53 3 5 20 0.000019 0.000000
+54 3 6 26 0.000036 0.000000
+55 3 7 34 0.000020 0.000000
+56 3 8 35 0.000037 0.000000
+57 3 9 36 0.000069 0.000000
+58 3 10 40 0.000068 0.000000
+59 3 11 43 0.000069 0.000000
+60 3 12 44 0.000020 0.000000
+61 3 13 55 0.000068 0.000000
+62 3 14 57 0.000036 0.000000
+63 3 15 61 0.000068 0.000000
+64 4 0 3 0.000020 0.000000
+65 4 1 8 0.000069 0.000000
+66 4 2 11 0.000020 0.000000
+67 4 3 14 0.000037 0.000000
+68 4 4 19 0.000068 0.000000
+69 4 5 20 0.000020 0.000000
+70 4 6 26 0.000036 0.000000
+71 4 7 34 0.000019 0.000000
+72 4 8 35 0.000036 0.000000
+73 4 9 36 0.000068 0.000000
+74 4 10 40 0.000069 0.000000
+75 4 11 43 0.000069 0.000000
+76 4 12 44 0.000019 0.000000
+77 4 13 55 0.000068 0.000000
+78 4 14 57 0.000036 0.000000
+79 4 15 61 0.000069 0.000000
+80 5 0 3 0.000019 0.000000
+81 5 1 8 0.000069 0.000000
+82 5 2 11 0.000019 0.000000
+83 5 3 14 0.000037 0.000000
+84 5 4 19 0.000068 0.000000
+85 5 5 20 0.000019 0.000000
+86 5 6 26 0.000036 0.000000
+87 5 7 34 0.000020 0.000000
+88 5 8 35 0.000036 0.000000
+89 5 9 36 0.000068 0.000000
+90 5 10 40 0.000068 0.000000
+91 5 11 43 0.000069 0.000000
+92 5 12 44 0.000019 0.000000
+93 5 13 55 0.000070 0.000000
+94 5 14 57 0.000036 0.000000
+95 5 15 61 0.000069 0.000000
+96 6 0 3 0.000019 0.000000
+97 6 1 8 0.000069 0.000000
+98 6 2 11 0.000019 0.000000
+99 6 3 14 0.000036 0.000000
+100 6 4 19 0.000068 0.000000
+101 6 5 20 0.000020 0.000000
+102 6 6 26 0.000037 0.000000
+103 6 7 34 0.000020 0.000000
+104 6 8 35 0.000036 0.000000
+105 6 9 36 0.000069 0.000000
+106 6 10 40 0.000070 0.000000
+107 6 11 43 0.000068 0.000000
+108 6 12 44 0.000019 0.000000
+109 6 13 55 0.000069 0.000000
+110 6 14 57 0.000036 0.000000
+111 6 15 61 0.000069 0.000000
+112 7 0 3 0.000019 0.000000
+113 7 1 8 0.000068 0.000000
+114 7 2 11 0.000019 0.000000
+115 7 3 14 0.000036 0.000000
+116 7 4 19 0.000069 0.000000
+117 7 5 20 0.000020 0.000000
+118 7 6 26 0.000036 0.000000
+119 7 7 34 0.000019 0.000000
+120 7 8 35 0.000036 0.000000
+121 7 9 36 0.000069 0.000000
+122 7 10 40 0.000069 0.000000
+123 7 11 43 0.000069 0.000000
+124 7 12 44 0.000019 0.000000
+125 7 13 55 0.000068 0.000000
+126 7 14 57 0.000036 0.000000
+127 7 15 61 0.000069 0.000000

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-p8.log

@@ -0,0 +1,78 @@
+lease: 0 of 2 pool cores free (88 leased); waiting
+lease: holding 8 pool cores (32,64,65,66,67,68,69,70, waited 1017 s, class v5, mem 8 GB): class v6 census: pack hl-v6-fold F8 known-failed p8 at 2^24 (window control, by site)
+[2026-10-08T15:25:13Z] attack-f8 0.1.0 (igneum-pow 4); args ["census", "--programs", "8..8", "--nonces", "16777216", "--control", "window", "--by-site", "--class", "v5", "--state", "/srv/builds/v6-census/packs/node1-state.igsd1", "--load-class", "mx8+sh256x27+state+fold", "--era-widths", "4", "--day", "20730", "--threads", "8", "--out", "/srv/builds/v6-census/packs-out/hl-v6-fold/f8-p8"]
+[2026-10-08T15:25:13Z] census warps: programs [8] day 20730 nonces 16777216 threads 8 plant none validate all check_every 997 diag true
+[2026-10-08T15:25:14Z] day 20730: cache filled in 0.61 s, fnv 448274a57f508cbc
+[2026-10-08T15:25:23Z] table: 16777216 items derived with their 8 lines in 9.4 s; library comparison all (0 mismatches)
+[2026-10-08T15:25:27Z] program p8-attack-f8: epoch seed 3d53a453d039f63e75b785ad66bb213ad58b2791d73e617326017d7c0a113cc7 era seed 95a01b3804dcabcf9733d5486463bb492d592dd33f33d93a25a161fc88119f54 id 8dafcf230bae213e attempt 2 class mx8-erae58ec3a4+sh256x27+state+fold op mix load=16 xor=10 add=7 mul=7 rotr=7 mulhi=6 mad=5 rotl=2 sub=2 or=1 shfl=1; era stride mul 0x573e71b3 rot 22 interleave [1, 4, 7, 12] windows 1:0:0 8:1:1 11:0:0 15:2:2 23:1:1 26:0:0 33:1:1 35:1:1 36:2:1 37:2:3 39:2:2 41:1:0 48:0:0 50:2:2 51:2:2 59:2:0
+[2026-10-08T15:25:27Z] load site instr 1: src r0 win 0 off 0; last base writer mulhi at 63; writers back to the last injecting one: mulhi@63 load@15; shadow writes of r0 per rep: add=3 mad=4 mul=1 or=2 rotl=5 rotr=3 shfl=4 sub=1 xor=6
+[2026-10-08T15:25:27Z] load site instr 8: src r0 win 1 off 1; last base writer sub at 7; writers back to the last injecting one: sub@7; shadow writes of r0 per rep: add=3 mad=4 mul=1 or=2 rotl=5 rotr=3 shfl=4 sub=1 xor=6
+[2026-10-08T15:25:27Z] load site instr 11: src r7 win 0 off 0; last base writer add at 4; writers back to the last injecting one: add@4; shadow writes of r7 per rep: add=3 mad=1 mul=3 mulhi=1 or=2 rotl=4 rotr=2 shfl=2 sub=1 xor=4
+[2026-10-08T15:25:27Z] load site instr 15: src r2 win 2 off 2; last base writer rotr at 14; writers back to the last injecting one: rotr@14 xor@3; shadow writes of r2 per rep: add=1 mad=3 mul=5 mulhi=2 or=4 rotl=1 rotr=4 shfl=3 sub=2 xor=4
+[2026-10-08T15:25:27Z] load site instr 23: src r4 win 1 off 1; last base writer xor at 19; writers back to the last injecting one: xor@19; shadow writes of r4 per rep: add=8 mad=8 mul=2 mulhi=3 rotl=2 rotr=3 shfl=1 sub=6 xor=5
+[2026-10-08T15:25:27Z] load site instr 26: src r2 win 0 off 0; last base writer sub at 25; writers back to the last injecting one: sub@25; shadow writes of r2 per rep: add=1 mad=3 mul=5 mulhi=2 or=4 rotl=1 rotr=4 shfl=3 sub=2 xor=4
+[2026-10-08T15:25:27Z] load site instr 33: src r3 win 1 off 1; last base writer mad at 30; writers back to the last injecting one: mad@30; shadow writes of r3 per rep: add=8 mad=4 mul=3 mulhi=2 or=1 rotl=7 rotr=2 shfl=3 sub=2 xor=7
+[2026-10-08T15:25:27Z] load site instr 35: src r2 win 1 off 1; last base writer load at 33; writers back to the last injecting one: load@33; shadow writes of r2 per rep: add=1 mad=3 mul=5 mulhi=2 or=4 rotl=1 rotr=4 shfl=3 sub=2 xor=4
+[2026-10-08T15:25:27Z] load site instr 36: src r0 win 2 off 1; last base writer load at 15; writers back to the last injecting one: load@15; shadow writes of r0 per rep: add=3 mad=4 mul=1 or=2 rotl=5 rotr=3 shfl=4 sub=1 xor=6
+[2026-10-08T15:25:27Z] load site instr 37: src r1 win 2 off 3; last base writer add at 31; writers back to the last injecting one: add@31; shadow writes of r1 per rep: add=4 mad=4 mul=3 mulhi=2 or=1 rotl=5 rotr=2 shfl=3 sub=3 xor=4
+[2026-10-08T15:25:27Z] load site instr 39: src r6 win 2 off 2; last base writer load at 36; writers back to the last injecting one: load@36; shadow writes of r6 per rep: add=4 mad=4 mul=3 mulhi=4 or=2 rotl=5 rotr=5 shfl=6 sub=7 xor=4
+[2026-10-08T15:25:27Z] load site instr 41: src r7 win 1 off 0; last base writer mad at 40; writers back to the last injecting one: mad@40; shadow writes of r7 per rep: add=3 mad=1 mul=3 mulhi=1 or=2 rotl=4 rotr=2 shfl=2 sub=1 xor=4
+[2026-10-08T15:25:27Z] load site instr 48: src r4 win 0 off 0; last base writer load at 39; writers back to the last injecting one: load@39; shadow writes of r4 per rep: add=8 mad=8 mul=2 mulhi=3 rotl=2 rotr=3 shfl=1 sub=6 xor=5
+[2026-10-08T15:25:27Z] load site instr 50: src r3 win 2 off 2; last base writer rotr at 46; writers back to the last injecting one: rotr@46 mad@30; shadow writes of r3 per rep: add=8 mad=4 mul=3 mulhi=2 or=1 rotl=7 rotr=2 shfl=3 sub=2 xor=7
+[2026-10-08T15:25:27Z] load site instr 51: src r7 win 2 off 2; last base writer xor at 44; writers back to the last injecting one: xor@44; shadow writes of r7 per rep: add=3 mad=1 mul=3 mulhi=1 or=2 rotl=4 rotr=2 shfl=2 sub=1 xor=4
+[2026-10-08T15:25:27Z] load site instr 59: src r5 win 2 off 0; last base writer load at 51; writers back to the last injecting one: load@51; shadow writes of r5 per rep: add=6 mad=2 mul=2 mulhi=1 or=2 rotl=1 rotr=2 shfl=5 sub=1 xor=1
+[2026-10-08T15:25:27Z] window layer: site item windows (first, items) (0x0,2^24) (0x800000,2^23) (0x0,2^24) (0x800000,2^22) (0x800000,2^23) (0x0,2^24) (0x800000,2^23) (0x800000,2^23) (0x400000,2^22) (0xc00000,2^22) (0x800000,2^22) (0x0,2^23) (0x0,2^24) (0x800000,2^22) (0x800000,2^22) (0x0,2^22); expected reads per item by quarter 80.000 80.000 224.000 128.000 (flat uniform 128.000)
+[2026-10-08T15:28:16Z] 524288 warps (16777216 nonces) interpreted in 168.8 s (2.575 ms per warp per thread); Epoch::hash_warp agreement on 589 warps: 0 mismatches
+[2026-10-08T15:28:16Z] p8-attack-f8 distinct lines per hash: n 16777216 min 984 p1 1015 median 1024 p99 1024 max 1024 mean 1022.8701
+[2026-10-08T15:28:16Z] p8-attack-f8 distinct items per hash: n 16777216 min 123 p1 127 median 128 p99 128 max 128 mean 127.8743
+[2026-10-08T15:28:16Z] p8-attack-f8 distinct lines per warp: n 524288 min 32480 p1 32552 median 32605 p99 32647 max 32684 mean 32603.7047
+[2026-10-08T15:28:16Z] p8-attack-f8 distinct items per warp: n 524288 min 4078 p1 4086 median 4092 p99 4095 max 4096 mean 4091.3887
+[2026-10-08T15:28:16Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:28:16Z] positions: largest hi16-bucket (256 items) share 0.0070% at p30 (iteration 1, site 14, instr 51); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p48 (site 0, instr 1)
+[2026-10-08T15:28:16Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p26 (site 10, instr 39); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:28:16Z] p8-attack-f8 item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 355 (bin 10216622) z_max +20.06 min 37 z_min -8.04 chi2/dof 29.62681 chi2_z +82912.08 top0.1% 0.24564% top0.5% 1.17843% top1% 2.30290%
+[2026-10-08T15:28:16Z] p8-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.99575 largest 355 (item 0x9be4ae) at +8.75 sigma smallest at -6.01; buckets64 chi2/dof 2.09853 largest 15124 (bucket 131324) at +6.58 sigma smallest at -5.80
+[2026-10-08T15:28:25Z] p8-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 315 (bin 10644772) z_max +16.53 min 41 z_min -7.69 chi2/dof 28.00133 chi2_z +78204.20 top0.1% 0.21061% top0.5% 1.01974% top1% 2.00685%
+[2026-10-08T15:28:25Z] p8-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00036 largest +6.08 sigma; buckets64 chi2/dof 1.00059 largest +4.54 smallest -4.56
+[2026-10-08T15:28:25Z] 6-sigma p8-attack-f8 items buckets64 against the window density: largest bucket +6.58 sigma, smallest -5.80 -> FLAGGED (beyond 6 sigma)
+[2026-10-08T15:28:25Z] hot-set p8-attack-f8 items (windowed control): f 0.1% S_f 0.24564% E_f(control) 0.21061% X_f +0.03503% X_f/f +0.3503 -> no hot set
+[2026-10-08T15:28:25Z] hot-set p8-attack-f8 items (windowed control): f 0.5% S_f 1.17843% E_f(control) 1.01974% X_f +0.15870% X_f/f +0.3174 -> no hot set
+[2026-10-08T15:28:25Z] hot-set p8-attack-f8 items (windowed control): f 1.0% S_f 2.30290% E_f(control) 2.00685% X_f +0.29606% X_f/f +0.2961 -> no hot set
+[2026-10-08T15:28:25Z] hot-set p8-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:28:34Z] p8-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 197 (bin 2508372) z_max +6.10 min 72 z_min -4.95 chi2/dof 1.00022 chi2_z +0.62 top0.1% 0.13107% top0.5% 0.63247% top1% 1.24336%
+[2026-10-08T15:28:34Z] hot-set p8-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.24564% E_f(control) 0.13107% X_f +0.11456% X_f/f +1.1456 -> HOT SET
+[2026-10-08T15:28:34Z] hot-set p8-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 1.17843% E_f(control) 0.63247% X_f +0.54597% X_f/f +1.0919 -> HOT SET
+[2026-10-08T15:28:34Z] hot-set p8-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 2.30290% E_f(control) 1.24336% X_f +1.05954% X_f/f +1.0595 -> HOT SET
+[2026-10-08T15:28:34Z] hot-set p8-attack-f8 items (flat control, the auditor's first view): verdict FLAGGED
+[2026-10-08T15:28:34Z] ratio p8-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.1663x / 1.1556x / 1.1475x (gate 1.2x at 0.1%: within); over the FLAT control 1.8740x / 1.8632x / 1.8522x
+[2026-10-08T15:28:36Z] attribution: hot threshold count >= 307 marks 18848 items (0.1123% of items) holding 5910836 reads (0.2752% of reads); top 8 items t=0x9be4ae:355 t=0x826308:354 t=0xa25dca:353 t=0x8bfd03:351 t=0x9b6f25:349 t=0x8bc50e:349 t=0x872e1f:349 t=0x968832:348
+[2026-10-08T15:29:49Z] attribution: reads on hot items per position (flat expectation 0.1123% of each position's 16777216 reads); the 24 largest: p46(it2 s14)=1.017% p110(it6 s14)=1.016% p126(it7 s14)=1.015% p14(it0 s14)=1.014% p30(it1 s14)=1.013% p62(it3 s14)=1.012% p94(it5 s14)=1.012% p78(it4 s14)=1.010% p77(it4 s13)=0.566% p61(it3 s13)=0.563% p45(it2 s13)=0.563% p29(it1 s13)=0.563% p125(it7 s13)=0.561% p93(it5 s13)=0.560% p13(it0 s13)=0.560% p109(it6 s13)=0.560% p22(it1 s6)=0.544% p118(it7 s6)=0.544% p102(it6 s6)=0.542% p38(it2 s6)=0.542% p86(it5 s6)=0.541% p54(it3 s6)=0.540% p6(it0 s6)=0.540% p70(it4 s6)=0.539%
+[2026-10-08T15:29:49Z] attribution: hot reads by iteration it0=0.275% it1=0.275% it2=0.276% it3=0.275% it4=0.275% it5=0.275% it6=0.275% it7=0.276% ; by site s0=0.127% s1=0.254% s2=0.127% s3=0.508% s4=0.254% s5=0.127% s6=0.541% s7=0.254% s8=0.000% s9=0.000% s10=0.509% s11=0.000% s12=0.127% s13=0.562% s14=1.014% s15=0.000%
+[2026-10-08T15:29:49Z] site 0 (instr 1, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1271% (flat expectation 0.1123%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:29:49Z] site 1 (instr 8, src r0, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2539% (flat expectation 0.1123%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T15:29:49Z] site 2 (instr 11, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1274% (flat expectation 0.1123%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:29:49Z] site 3 (instr 15, src r2, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.5079% (flat expectation 0.1123%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:29:49Z] site 4 (instr 23, src r4, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2535% (flat expectation 0.1123%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T15:29:49Z] site 5 (instr 26, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1268% (flat expectation 0.1123%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:29:49Z] site 6 (instr 33, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.5415% (flat expectation 0.1123%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T15:29:49Z] site 7 (instr 35, src r2, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2543% (flat expectation 0.1123%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T15:29:49Z] site 8 (instr 36, src r0, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1123%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:29:49Z] site 9 (instr 37, src r1, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1123%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0063% (window expectation 0.0061%)
+[2026-10-08T15:29:49Z] site 10 (instr 39, src r6, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.5088% (flat expectation 0.1123%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0063% (window expectation 0.0061%)
+[2026-10-08T15:29:49Z] site 11 (instr 41, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1123%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T15:29:49Z] site 12 (instr 48, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1269% (flat expectation 0.1123%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:29:49Z] site 13 (instr 50, src r3, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.5621% (flat expectation 0.1123%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:29:49Z] site 14 (instr 51, src r7, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 1.0136% (flat expectation 0.1123%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:29:49Z] site 15 (instr 59, src r5, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1123%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:29:49Z] attribution: item 0x9be4ae (355 reads) read from positions p94(it5 s14)x15 p78(it4 s14)x13 p126(it7 s14)x12 p30(it1 s14)x12 p62(it3 s14)x9 p115(it7 s3)x9 p3(it0 s3)x8 p29(it1 s13)x8 p46(it2 s14)x8 p51(it3 s3)x8 p106(it6 s10)x8 p110(it6 s14)x8
+[2026-10-08T15:29:49Z] attribution: item 0x826308 (354 reads) read from positions p45(it2 s13)x13 p126(it7 s14)x12 p78(it4 s14)x12 p94(it5 s14)x12 p29(it1 s13)x11 p110(it6 s14)x11 p14(it0 s14)x10 p30(it1 s14)x9 p46(it2 s14)x9 p125(it7 s13)x9 p38(it2 s6)x8 p62(it3 s14)x8
+[2026-10-08T15:29:49Z] attribution: item 0xa25dca (353 reads) read from positions p78(it4 s14)x16 p110(it6 s14)x13 p14(it0 s14)x12 p46(it2 s14)x10 p67(it4 s3)x10 p126(it7 s14)x10 p6(it0 s6)x9 p13(it0 s13)x9 p30(it1 s14)x9 p45(it2 s13)x9 p77(it4 s13)x9 p94(it5 s14)x9
+[2026-10-08T15:29:49Z] attribution: item 0x8bfd03 (351 reads) read from positions p78(it4 s14)x16 p46(it2 s14)x13 p126(it7 s14)x13 p14(it0 s14)x11 p61(it3 s13)x10 p30(it1 s14)x9 p45(it2 s13)x9 p62(it3 s14)x9 p67(it4 s3)x9 p19(it1 s3)x8 p38(it2 s6)x8 p13(it0 s13)x7
+[2026-10-08T15:29:49Z] attribution: item 0x9b6f25 (349 reads) read from positions p30(it1 s14)x16 p99(it6 s3)x13 p94(it5 s14)x12 p110(it6 s14)x11 p62(it3 s14)x10 p14(it0 s14)x9 p42(it2 s10)x9 p58(it3 s10)x9 p78(it4 s14)x9 p106(it6 s10)x8 p86(it5 s6)x8 p51(it3 s3)x7
+[2026-10-08T15:29:49Z] attribution: item 0x8bc50e (349 reads) read from positions p14(it0 s14)x15 p78(it4 s14)x14 p94(it5 s14)x12 p126(it7 s14)x10 p22(it1 s6)x9 p30(it1 s14)x9 p42(it2 s10)x9 p46(it2 s14)x9 p125(it7 s13)x9 p10(it0 s10)x8 p38(it2 s6)x8 p67(it4 s3)x8
+[2026-10-08T15:29:49Z] attribution: item 0x872e1f (349 reads) read from positions p94(it5 s14)x16 p126(it7 s14)x12 p14(it0 s14)x12 p46(it2 s14)x11 p62(it3 s14)x11 p110(it6 s14)x10 p99(it6 s3)x9 p119(it7 s7)x9 p13(it0 s13)x8 p67(it4 s3)x8 p30(it1 s14)x7 p74(it4 s10)x7
+[2026-10-08T15:29:49Z] attribution: item 0x968832 (348 reads) read from positions p30(it1 s14)x13 p62(it3 s14)x12 p125(it7 s13)x12 p118(it7 s6)x11 p14(it0 s14)x10 p102(it6 s6)x10 p94(it5 s14)x9 p126(it7 s14)x8 p35(it2 s3)x8 p42(it2 s10)x8 p78(it4 s14)x8 p45(it2 s13)x7
+[2026-10-08T15:29:49Z] hottest item p8-attack-f8 (0x9be4ae): 355 reads (0.0000% of all); predicted source none
+[2026-10-08T15:29:49Z] program p8-attack-f8 DONE: 16777216 nonces; 6-sigma (windowed) FLAGGED; hot-set clear; verdict FLAGGED
+Terminated
+lease: released 8 pool cores after 1294 s, exit 0

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-p8/warps-p8-attack-f8-d20730-n16777216-none-distinct.txt

@@ -0,0 +1,232 @@
+# distinct lines_hash: value count
+lines_hash 984 2
+lines_hash 991 9
+lines_hash 992 63
+lines_hash 997 2
+lines_hash 998 22
+lines_hash 999 356
+lines_hash 1000 2953
+lines_hash 1004 3
+lines_hash 1005 28
+lines_hash 1006 725
+lines_hash 1007 11567
+lines_hash 1008 93814
+lines_hash 1012 14
+lines_hash 1013 464
+lines_hash 1014 12570
+lines_hash 1015 205293
+lines_hash 1016 1667280
+lines_hash 1019 2
+lines_hash 1020 134
+lines_hash 1021 4258
+lines_hash 1022 101441
+lines_hash 1023 1628796
+lines_hash 1024 13047420
+# distinct items_hash: value count
+items_hash 123 2
+items_hash 124 72
+items_hash 125 3333
+items_hash 126 106137
+items_hash 127 1885621
+items_hash 128 14782051
+# distinct lines_warp: value count
+lines_warp 32480 1
+lines_warp 32488 1
+lines_warp 32494 1
+lines_warp 32495 1
+lines_warp 32497 1
+lines_warp 32500 1
+lines_warp 32501 1
+lines_warp 32503 1
+lines_warp 32505 2
+lines_warp 32506 2
+lines_warp 32508 4
+lines_warp 32509 2
+lines_warp 32510 5
+lines_warp 32511 5
+lines_warp 32512 12
+lines_warp 32513 4
+lines_warp 32514 4
+lines_warp 32515 10
+lines_warp 32516 10
+lines_warp 32517 11
+lines_warp 32518 6
+lines_warp 32519 9
+lines_warp 32520 19
+lines_warp 32521 19
+lines_warp 32522 19
+lines_warp 32523 13
+lines_warp 32524 23
+lines_warp 32525 20
+lines_warp 32526 24
+lines_warp 32527 36
+lines_warp 32528 22
+lines_warp 32529 52
+lines_warp 32530 50
+lines_warp 32531 56
+lines_warp 32532 59
+lines_warp 32533 78
+lines_warp 32534 71
+lines_warp 32535 87
+lines_warp 32536 76
+lines_warp 32537 102
+lines_warp 32538 126
+lines_warp 32539 116
+lines_warp 32540 158
+lines_warp 32541 170
+lines_warp 32542 185
+lines_warp 32543 210
+lines_warp 32544 243
+lines_warp 32545 284
+lines_warp 32546 296
+lines_warp 32547 323
+lines_warp 32548 353
+lines_warp 32549 420
+lines_warp 32550 449
+lines_warp 32551 472
+lines_warp 32552 557
+lines_warp 32553 597
+lines_warp 32554 675
+lines_warp 32555 723
+lines_warp 32556 813
+lines_warp 32557 895
+lines_warp 32558 957
+lines_warp 32559 1050
+lines_warp 32560 1178
+lines_warp 32561 1248
+lines_warp 32562 1398
+lines_warp 32563 1497
+lines_warp 32564 1623
+lines_warp 32565 1785
+lines_warp 32566 1925
+lines_warp 32567 1987
+lines_warp 32568 2219
+lines_warp 32569 2393
+lines_warp 32570 2540
+lines_warp 32571 2719
+lines_warp 32572 2671
+lines_warp 32573 3045
+lines_warp 32574 3399
+lines_warp 32575 3533
+lines_warp 32576 3852
+lines_warp 32577 3897
+lines_warp 32578 4258
+lines_warp 32579 4502
+lines_warp 32580 4793
+lines_warp 32581 5190
+lines_warp 32582 5291
+lines_warp 32583 5597
+lines_warp 32584 5913
+lines_warp 32585 6127
+lines_warp 32586 6532
+lines_warp 32587 6750
+lines_warp 32588 6915
+lines_warp 32589 7246
+lines_warp 32590 7476
+lines_warp 32591 8012
+lines_warp 32592 8242
+lines_warp 32593 8283
+lines_warp 32594 8647
+lines_warp 32595 8881
+lines_warp 32596 9087
+lines_warp 32597 9319
+lines_warp 32598 9499
+lines_warp 32599 9583
+lines_warp 32600 9756
+lines_warp 32601 10061
+lines_warp 32602 10087
+lines_warp 32603 10160
+lines_warp 32604 10269
+lines_warp 32605 10267
+lines_warp 32606 10509
+lines_warp 32607 10122
+lines_warp 32608 10428
+lines_warp 32609 10132
+lines_warp 32610 10253
+lines_warp 32611 9983
+lines_warp 32612 9992
+lines_warp 32613 9782
+lines_warp 32614 9899
+lines_warp 32615 9534
+lines_warp 32616 9338
+lines_warp 32617 9049
+lines_warp 32618 8710
+lines_warp 32619 8594
+lines_warp 32620 8001
+lines_warp 32621 7874
+lines_warp 32622 7463
+lines_warp 32623 7324
+lines_warp 32624 6884
+lines_warp 32625 6699
+lines_warp 32626 6345
+lines_warp 32627 5939
+lines_warp 32628 5525
+lines_warp 32629 5144
+lines_warp 32630 4891
+lines_warp 32631 4637
+lines_warp 32632 4199
+lines_warp 32633 3898
+lines_warp 32634 3594
+lines_warp 32635 3236
+lines_warp 32636 3122
+lines_warp 32637 2702
+lines_warp 32638 2390
+lines_warp 32639 2147
+lines_warp 32640 1922
+lines_warp 32641 1791
+lines_warp 32642 1605
+lines_warp 32643 1386
+lines_warp 32644 1266
+lines_warp 32645 1048
+lines_warp 32646 916
+lines_warp 32647 867
+lines_warp 32648 740
+lines_warp 32649 658
+lines_warp 32650 511
+lines_warp 32651 446
+lines_warp 32652 378
+lines_warp 32653 311
+lines_warp 32654 298
+lines_warp 32655 227
+lines_warp 32656 177
+lines_warp 32657 152
+lines_warp 32658 117
+lines_warp 32659 95
+lines_warp 32660 88
+lines_warp 32661 52
+lines_warp 32662 57
+lines_warp 32663 42
+lines_warp 32664 30
+lines_warp 32665 27
+lines_warp 32666 17
+lines_warp 32667 19
+lines_warp 32668 21
+lines_warp 32669 16
+lines_warp 32670 10
+lines_warp 32671 4
+lines_warp 32672 3
+lines_warp 32673 2
+lines_warp 32676 1
+lines_warp 32677 3
+lines_warp 32679 1
+lines_warp 32684 1
+# distinct items_warp: value count
+items_warp 4078 1
+items_warp 4079 5
+items_warp 4080 6
+items_warp 4081 40
+items_warp 4082 99
+items_warp 4083 325
+items_warp 4084 957
+items_warp 4085 2549
+items_warp 4086 6085
+items_warp 4087 13337
+items_warp 4088 26206
+items_warp 4089 45850
+items_warp 4090 69721
+items_warp 4091 91319
+items_warp 4092 98663
+items_warp 4093 85653
+items_warp 4094 55145
+items_warp 4095 23412
+items_warp 4096 4915

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-p8/warps-p8-attack-f8-d20730-n16777216-none-positions.txt

@@ -0,0 +1,129 @@
+# position iteration site instr max_hi16_bucket_share saturated_share
+0 0 0 1 0.000019 0.000000
+1 0 1 8 0.000037 0.000000
+2 0 2 11 0.000019 0.000000
+3 0 3 15 0.000069 0.000000
+4 0 4 23 0.000036 0.000000
+5 0 5 26 0.000020 0.000000
+6 0 6 33 0.000036 0.000000
+7 0 7 35 0.000036 0.000000
+8 0 8 36 0.000070 0.000000
+9 0 9 37 0.000068 0.000000
+10 0 10 39 0.000068 0.000000
+11 0 11 41 0.000037 0.000000
+12 0 12 48 0.000020 0.000000
+13 0 13 50 0.000068 0.000000
+14 0 14 51 0.000069 0.000000
+15 0 15 59 0.000068 0.000000
+16 1 0 1 0.000020 0.000000
+17 1 1 8 0.000036 0.000000
+18 1 2 11 0.000020 0.000000
+19 1 3 15 0.000069 0.000000
+20 1 4 23 0.000036 0.000000
+21 1 5 26 0.000020 0.000000
+22 1 6 33 0.000036 0.000000
+23 1 7 35 0.000036 0.000000
+24 1 8 36 0.000068 0.000000
+25 1 9 37 0.000069 0.000000
+26 1 10 39 0.000070 0.000000
+27 1 11 41 0.000036 0.000000
+28 1 12 48 0.000019 0.000000
+29 1 13 50 0.000069 0.000000
+30 1 14 51 0.000070 0.000000
+31 1 15 59 0.000068 0.000000
+32 2 0 1 0.000019 0.000000
+33 2 1 8 0.000036 0.000000
+34 2 2 11 0.000019 0.000000
+35 2 3 15 0.000069 0.000000
+36 2 4 23 0.000036 0.000000
+37 2 5 26 0.000020 0.000000
+38 2 6 33 0.000036 0.000000
+39 2 7 35 0.000036 0.000000
+40 2 8 36 0.000070 0.000000
+41 2 9 37 0.000069 0.000000
+42 2 10 39 0.000068 0.000000
+43 2 11 41 0.000036 0.000000
+44 2 12 48 0.000019 0.000000
+45 2 13 50 0.000069 0.000000
+46 2 14 51 0.000068 0.000000
+47 2 15 59 0.000070 0.000000
+48 3 0 1 0.000020 0.000000
+49 3 1 8 0.000038 0.000000
+50 3 2 11 0.000019 0.000000
+51 3 3 15 0.000069 0.000000
+52 3 4 23 0.000037 0.000000
+53 3 5 26 0.000019 0.000000
+54 3 6 33 0.000036 0.000000
+55 3 7 35 0.000037 0.000000
+56 3 8 36 0.000068 0.000000
+57 3 9 37 0.000069 0.000000
+58 3 10 39 0.000069 0.000000
+59 3 11 41 0.000036 0.000000
+60 3 12 48 0.000019 0.000000
+61 3 13 50 0.000069 0.000000
+62 3 14 51 0.000069 0.000000
+63 3 15 59 0.000069 0.000000
+64 4 0 1 0.000019 0.000000
+65 4 1 8 0.000037 0.000000
+66 4 2 11 0.000020 0.000000
+67 4 3 15 0.000069 0.000000
+68 4 4 23 0.000036 0.000000
+69 4 5 26 0.000019 0.000000
+70 4 6 33 0.000037 0.000000
+71 4 7 35 0.000037 0.000000
+72 4 8 36 0.000068 0.000000
+73 4 9 37 0.000069 0.000000
+74 4 10 39 0.000068 0.000000
+75 4 11 41 0.000037 0.000000
+76 4 12 48 0.000020 0.000000
+77 4 13 50 0.000069 0.000000
+78 4 14 51 0.000068 0.000000
+79 4 15 59 0.000068 0.000000
+80 5 0 1 0.000019 0.000000
+81 5 1 8 0.000036 0.000000
+82 5 2 11 0.000019 0.000000
+83 5 3 15 0.000069 0.000000
+84 5 4 23 0.000036 0.000000
+85 5 5 26 0.000020 0.000000
+86 5 6 33 0.000036 0.000000
+87 5 7 35 0.000037 0.000000
+88 5 8 36 0.000068 0.000000
+89 5 9 37 0.000069 0.000000
+90 5 10 39 0.000069 0.000000
+91 5 11 41 0.000036 0.000000
+92 5 12 48 0.000020 0.000000
+93 5 13 50 0.000069 0.000000
+94 5 14 51 0.000069 0.000000
+95 5 15 59 0.000068 0.000000
+96 6 0 1 0.000020 0.000000
+97 6 1 8 0.000037 0.000000
+98 6 2 11 0.000019 0.000000
+99 6 3 15 0.000069 0.000000
+100 6 4 23 0.000036 0.000000
+101 6 5 26 0.000019 0.000000
+102 6 6 33 0.000036 0.000000
+103 6 7 35 0.000036 0.000000
+104 6 8 36 0.000068 0.000000
+105 6 9 37 0.000069 0.000000
+106 6 10 39 0.000068 0.000000
+107 6 11 41 0.000036 0.000000
+108 6 12 48 0.000019 0.000000
+109 6 13 50 0.000069 0.000000
+110 6 14 51 0.000069 0.000000
+111 6 15 59 0.000069 0.000000
+112 7 0 1 0.000020 0.000000
+113 7 1 8 0.000037 0.000000
+114 7 2 11 0.000019 0.000000
+115 7 3 15 0.000069 0.000000
+116 7 4 23 0.000036 0.000000
+117 7 5 26 0.000019 0.000000
+118 7 6 33 0.000037 0.000000
+119 7 7 35 0.000037 0.000000
+120 7 8 36 0.000069 0.000000
+121 7 9 37 0.000070 0.000000
+122 7 10 39 0.000069 0.000000
+123 7 11 41 0.000036 0.000000
+124 7 12 48 0.000019 0.000000
+125 7 13 50 0.000068 0.000000
+126 7 14 51 0.000069 0.000000
+127 7 15 59 0.000070 0.000000

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/f8-seeds.log

@@ -0,0 +1,900 @@
+lease: 0 of 4 pool cores free (88 leased); waiting
+lease: holding 8 pool cores (80,81,82,83,84,85,86,95, waited 81 s, class v5, mem 8 GB): class v6 census: pack hl-v6-fold F8 census 16 seeds p18 to p33 at 2^22 (window control, by site)
+[2026-10-08T15:09:43Z] attack-f8 0.1.0 (igneum-pow 4); args ["census", "--programs", "18..33", "--nonces", "4194304", "--control", "window", "--by-site", "--class", "v5", "--state", "/srv/builds/v6-census/packs/node1-state.igsd1", "--load-class", "mx8+sh256x27+state+fold", "--era-widths", "4", "--day", "20730", "--threads", "8", "--out", "/srv/builds/v6-census/packs-out/hl-v6-fold/f8-seeds"]
+[2026-10-08T15:09:43Z] census warps: programs [18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33] day 20730 nonces 4194304 threads 8 plant none validate all check_every 997 diag true
+[2026-10-08T15:09:43Z] day 20730: cache filled in 0.40 s, fnv 448274a57f508cbc
+[2026-10-08T15:09:53Z] table: 16777216 items derived with their 8 lines in 9.2 s; library comparison all (0 mismatches)
+[2026-10-08T15:09:58Z] program p18-attack-f8: epoch seed aa4f71160ecbb87bde40eb5e5731ae84346adcd48b533b26f35c0925d7f40784 era seed 82bb5b72dfbeb137505c844e103906c8b93aacc7f61d3fce1b24d8c0e149c8e2 id bf1381b70b9f50ba attempt 9 class mx8-era74045749+sh256x27+state+fold op mix load=16 shfl=9 rotl=6 rotr=6 add=5 mad=5 mulhi=4 or=4 mul=3 sub=3 xor=3; era stride mul 0x83e41bc3 rot 22 interleave [1, 8, 10, 13] windows 1:2:0 4:0:0 8:0:0 14:2:3 21:1:0 25:2:2 26:1:1 29:2:2 41:0:0 42:2:0 45:2:2 47:2:1 48:0:0 49:1:1 53:1:0 55:1:1
+[2026-10-08T15:09:58Z] window layer: site item windows (first, items) (0x0,2^22) (0x0,2^24) (0x0,2^24) (0xc00000,2^22) (0x0,2^23) (0x800000,2^22) (0x800000,2^23) (0x800000,2^22) (0x0,2^24) (0x0,2^22) (0x800000,2^22) (0x400000,2^22) (0x0,2^24) (0x800000,2^23) (0x0,2^23) (0x800000,2^23); expected reads per item by quarter 32.000 24.000 44.000 28.000 (flat uniform 32.000)
+[2026-10-08T15:10:26Z] 131072 warps (4194304 nonces) interpreted in 28.8 s (1.758 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:10:26Z] p18-attack-f8 distinct lines per hash: n 4194304 min 1014 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8710
+[2026-10-08T15:10:26Z] p18-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:10:26Z] p18-attack-f8 distinct lines per warp: n 131072 min 32571 p1 32605 median 32637 p99 32664 max 32684 mean 32636.1612
+[2026-10-08T15:10:26Z] p18-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4700
+[2026-10-08T15:10:26Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:10:26Z] positions: largest hi16-bucket (256 items) share 0.0081% at p122 (iteration 7, site 10, instr 45); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 1)
+[2026-10-08T15:10:26Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p22 (site 6, instr 26); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:10:27Z] p18-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 81 (bin 8775560) z_max +8.66 min 3 z_min -5.13 chi2/dof 2.75028 chi2_z +5069.34 top0.1% 0.20290% top0.5% 0.95054% top1% 1.83992%
+[2026-10-08T15:10:27Z] p18-attack-f8 item histogram against the window density: full 2^24 chi2/dof 0.99997 largest 56 (item 0x60d4a4) at +6.53 sigma smallest at -4.52; buckets64 chi2/dof 1.00256 largest 1731 (bucket 114892) at +4.98 sigma smallest at -4.57
+[2026-10-08T15:10:29Z] p18-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 79 (bin 8558430) z_max +8.31 min 4 z_min -4.95 chi2/dof 2.75034 chi2_z +5069.53 top0.1% 0.20275% top0.5% 0.95051% top1% 1.83988%
+[2026-10-08T15:10:29Z] p18-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00083 largest +5.83 sigma; buckets64 chi2/dof 1.00005 largest +4.64 smallest -4.62
+[2026-10-08T15:10:29Z] 6-sigma p18-attack-f8 items buckets64 against the window density: largest bucket +4.98 sigma, smallest -4.57 -> within 6 sigma
+[2026-10-08T15:10:29Z] hot-set p18-attack-f8 items (windowed control): f 0.1% S_f 0.20290% E_f(control) 0.20275% X_f +0.00014% X_f/f +0.0014 -> no hot set
+[2026-10-08T15:10:29Z] hot-set p18-attack-f8 items (windowed control): f 0.5% S_f 0.95054% E_f(control) 0.95051% X_f +0.00004% X_f/f +0.0001 -> no hot set
+[2026-10-08T15:10:29Z] hot-set p18-attack-f8 items (windowed control): f 1.0% S_f 1.83992% E_f(control) 1.83988% X_f +0.00004% X_f/f +0.0000 -> no hot set
+[2026-10-08T15:10:29Z] hot-set p18-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:10:30Z] p18-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 67 (bin 12430837) z_max +6.19 min 6 z_min -4.60 chi2/dof 1.00007 chi2_z +0.20 top0.1% 0.16452% top0.5% 0.77438% top1% 1.50135%
+[2026-10-08T15:10:30Z] hot-set p18-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.20290% E_f(control) 0.16452% X_f +0.03838% X_f/f +0.3838 -> no hot set
+[2026-10-08T15:10:30Z] hot-set p18-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.95054% E_f(control) 0.77438% X_f +0.17617% X_f/f +0.3523 -> no hot set
+[2026-10-08T15:10:30Z] hot-set p18-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.83992% E_f(control) 1.50135% X_f +0.33857% X_f/f +0.3386 -> no hot set
+[2026-10-08T15:10:30Z] hot-set p18-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:10:30Z] ratio p18-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0007x / 1.0000x / 1.0000x (gate 1.2x at 0.1%: within); over the FLAT control 1.2333x / 1.2275x / 1.2255x
+[2026-10-08T15:10:32Z] attribution: hot threshold count >= 63 marks 17107 items (0.1020% of items) holding 1110075 reads (0.2068% of reads); top 8 items t=0x955612:81 t=0x85e788:81 t=0xa9bb5a:80 t=0x8bec56:79 t=0xa1c810:78 t=0x9b83ca:78 t=0x993c26:78 t=0x8ab906:78
+[2026-10-08T15:10:45Z] attribution: reads on hot items per position (flat expectation 0.1020% of each position's 4194304 reads); the 24 largest: p101(it6 s5)=0.608% p23(it1 s7)=0.607% p42(it2 s10)=0.605% p39(it2 s7)=0.605% p58(it3 s10)=0.604% p7(it0 s7)=0.602% p106(it6 s10)=0.602% p10(it0 s10)=0.602% p55(it3 s7)=0.601% p122(it7 s10)=0.601% p90(it5 s10)=0.601% p37(it2 s5)=0.600% p103(it6 s7)=0.600% p53(it3 s5)=0.600% p117(it7 s5)=0.600% p5(it0 s5)=0.600% p71(it4 s7)=0.599% p85(it5 s5)=0.599% p21(it1 s5)=0.599% p26(it1 s10)=0.599% p119(it7 s7)=0.598% p69(it4 s5)=0.598% p74(it4 s10)=0.597% p87(it5 s7)=0.596%
+[2026-10-08T15:10:45Z] attribution: hot reads by iteration it0=0.207% it1=0.207% it2=0.208% it3=0.207% it4=0.206% it5=0.206% it6=0.207% it7=0.207% ; by site s0=0.000% s1=0.151% s2=0.150% s3=0.000% s4=0.000% s5=0.600% s6=0.302% s7=0.601% s8=0.151% s9=0.000% s10=0.601% s11=0.000% s12=0.151% s13=0.299% s14=0.000% s15=0.300%
+[2026-10-08T15:10:45Z] site 0 (instr 1, src r7, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0003% (flat expectation 0.1020%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:10:45Z] site 1 (instr 4, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1515% (flat expectation 0.1020%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:10:45Z] site 2 (instr 8, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1501% (flat expectation 0.1020%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:10:45Z] site 3 (instr 14, src r0, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1020%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:10:45Z] site 4 (instr 21, src r5, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0001% (flat expectation 0.1020%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:10:45Z] site 5 (instr 25, src r5, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.6004% (flat expectation 0.1020%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:10:45Z] site 6 (instr 26, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3018% (flat expectation 0.1020%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:10:45Z] site 7 (instr 29, src r0, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.6011% (flat expectation 0.1020%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:10:45Z] site 8 (instr 41, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1506% (flat expectation 0.1020%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:10:45Z] site 9 (instr 42, src r0, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0003% (flat expectation 0.1020%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:10:45Z] site 10 (instr 45, src r6, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.6013% (flat expectation 0.1020%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:10:45Z] site 11 (instr 47, src r3, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1020%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:10:45Z] site 12 (instr 48, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1513% (flat expectation 0.1020%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:10:45Z] site 13 (instr 49, src r4, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2988% (flat expectation 0.1020%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:10:45Z] site 14 (instr 53, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0002% (flat expectation 0.1020%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:10:45Z] site 15 (instr 55, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3005% (flat expectation 0.1020%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:10:45Z] attribution: item 0x955612 (81 reads) read from positions p7(it0 s7)x5 p103(it6 s7)x5 p53(it3 s5)x4 p5(it0 s5)x4 p101(it6 s5)x4 p21(it1 s5)x3 p23(it1 s7)x3 p45(it2 s13)x3 p85(it5 s5)x3 p88(it5 s8)x3 p119(it7 s7)x3 p58(it3 s10)x2
+[2026-10-08T15:10:45Z] attribution: item 0x85e788 (81 reads) read from positions p42(it2 s10)x5 p22(it1 s6)x4 p122(it7 s10)x3 p10(it0 s10)x3 p21(it1 s5)x3 p5(it0 s5)x3 p58(it3 s10)x3 p101(it6 s5)x3 p103(it6 s7)x3 p106(it6 s10)x3 p55(it3 s7)x2 p119(it7 s7)x2
+[2026-10-08T15:10:45Z] attribution: item 0xa9bb5a (80 reads) read from positions p106(it6 s10)x4 p37(it2 s5)x3 p53(it3 s5)x3 p61(it3 s13)x3 p79(it4 s15)x3 p87(it5 s7)x3 p58(it3 s10)x2 p117(it7 s5)x2 p23(it1 s7)x2 p26(it1 s10)x2 p28(it1 s12)x2 p7(it0 s7)x2
+[2026-10-08T15:10:45Z] attribution: item 0x8bec56 (79 reads) read from positions p22(it1 s6)x4 p63(it3 s15)x4 p119(it7 s7)x4 p10(it0 s10)x3 p37(it2 s5)x3 p42(it2 s10)x3 p47(it2 s15)x3 p106(it6 s10)x3 p5(it0 s5)x3 p122(it7 s10)x2 p26(it1 s10)x2 p38(it2 s6)x2
+[2026-10-08T15:10:45Z] attribution: item 0xa1c810 (78 reads) read from positions p21(it1 s5)x5 p10(it0 s10)x4 p37(it2 s5)x4 p79(it4 s15)x3 p87(it5 s7)x3 p103(it6 s7)x3 p5(it0 s5)x2 p6(it0 s6)x2 p7(it0 s7)x2 p39(it2 s7)x2 p40(it2 s8)x2 p55(it3 s7)x2
+[2026-10-08T15:10:45Z] attribution: item 0x9b83ca (78 reads) read from positions p106(it6 s10)x5 p58(it3 s10)x3 p118(it7 s6)x3 p39(it2 s7)x3 p72(it4 s8)x3 p2(it0 s2)x2 p22(it1 s6)x2 p34(it2 s2)x2 p44(it2 s12)x2 p53(it3 s5)x2 p55(it3 s7)x2 p1(it0 s1)x2
+[2026-10-08T15:10:45Z] attribution: item 0x993c26 (78 reads) read from positions p37(it2 s5)x4 p111(it6 s15)x4 p119(it7 s7)x3 p39(it2 s7)x3 p55(it3 s7)x3 p85(it5 s5)x3 p87(it5 s7)x3 p66(it4 s2)x2 p127(it7 s15)x2 p6(it0 s6)x2 p7(it0 s7)x2 p40(it2 s8)x2
+[2026-10-08T15:10:45Z] attribution: item 0x8ab906 (78 reads) read from positions p103(it6 s7)x6 p5(it0 s5)x4 p13(it0 s13)x3 p29(it1 s13)x3 p47(it2 s15)x3 p53(it3 s5)x3 p69(it4 s5)x3 p102(it6 s6)x2 p119(it7 s7)x2 p26(it1 s10)x2 p10(it0 s10)x2 p39(it2 s7)x2
+[2026-10-08T15:10:45Z] hottest item p18-attack-f8 (0x955612): 81 reads (0.0000% of all); predicted source none
+[2026-10-08T15:10:45Z] program p18-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:10:49Z] program p19-attack-f8: epoch seed c6dce23f9819f5f9345525f70dc31b7f28b6e4d3a5bfaa0eb8b0c0073658bf2b era seed 37cc6fa9e2e7baa2c206142573c2799bf06f19c1ebfab3990d9b4003b3b4dad2 id 17cd1c904b8fbd7d attempt 2 class mx8-era09f19b22+sh256x27+state+fold op mix load=16 sub=8 xor=8 shfl=7 mul=6 add=5 rotr=5 mulhi=4 or=3 rotl=2; era stride mul 0x69944467 rot 9 interleave [6, 9, 11, 12] windows 1:1:1 7:1:0 10:0:0 16:2:0 19:1:0 21:1:1 27:1:1 29:2:1 31:1:1 32:1:0 36:1:0 37:2:0 39:2:0 47:2:1 55:1:0 63:1:0
+[2026-10-08T15:10:49Z] window layer: site item windows (first, items) (0x800000,2^23) (0x0,2^23) (0x0,2^24) (0x0,2^22) (0x0,2^23) (0x800000,2^23) (0x800000,2^23) (0x400000,2^22) (0x800000,2^23) (0x0,2^23) (0x0,2^23) (0x0,2^22) (0x0,2^22) (0x400000,2^22) (0x0,2^23) (0x0,2^23); expected reads per item by quarter 50.000 42.000 18.000 18.000 (flat uniform 32.000)
+[2026-10-08T15:11:19Z] 131072 warps (4194304 nonces) interpreted in 29.0 s (1.771 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:11:19Z] p19-attack-f8 distinct lines per hash: n 4194304 min 1014 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8707
+[2026-10-08T15:11:19Z] p19-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9994
+[2026-10-08T15:11:19Z] p19-attack-f8 distinct lines per warp: n 131072 min 32571 p1 32604 median 32636 p99 32664 max 32684 mean 32635.5856
+[2026-10-08T15:11:19Z] p19-attack-f8 distinct items per warp: n 131072 min 4089 p1 4093 median 4096 p99 4096 max 4096 mean 4095.3963
+[2026-10-08T15:11:19Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:11:19Z] positions: largest hi16-bucket (256 items) share 0.0080% at p29 (iteration 1, site 13, instr 47); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 1)
+[2026-10-08T15:11:19Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p11 (site 11, instr 37); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:11:19Z] p19-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 90 (bin 417646) z_max +10.25 min 1 z_min -5.48 chi2/dof 7.37406 chi2_z +18461.26 top0.1% 0.22554% top0.5% 1.06127% top1% 2.05880%
+[2026-10-08T15:11:19Z] p19-attack-f8 item histogram against the window density: full 2^24 chi2/dof 0.99959 largest 43 (item 0x92f108) at +5.89 sigma smallest at -4.63; buckets64 chi2/dof 0.99768 largest 3476 (bucket 43844) at +4.88 sigma smallest at -4.22
+[2026-10-08T15:11:21Z] p19-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 90 (bin 1146745) z_max +10.25 min 1 z_min -5.48 chi2/dof 7.37469 chi2_z +18463.07 top0.1% 0.22576% top0.5% 1.06177% top1% 2.05924%
+[2026-10-08T15:11:21Z] p19-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00025 largest +6.13 sigma; buckets64 chi2/dof 1.00111 largest +5.11 smallest -4.57
+[2026-10-08T15:11:21Z] 6-sigma p19-attack-f8 items buckets64 against the window density: largest bucket +4.88 sigma, smallest -4.22 -> within 6 sigma
+[2026-10-08T15:11:21Z] hot-set p19-attack-f8 items (windowed control): f 0.1% S_f 0.22554% E_f(control) 0.22576% X_f -0.00022% X_f/f -0.0022 -> no hot set
+[2026-10-08T15:11:21Z] hot-set p19-attack-f8 items (windowed control): f 0.5% S_f 1.06127% E_f(control) 1.06177% X_f -0.00050% X_f/f -0.0010 -> no hot set
+[2026-10-08T15:11:21Z] hot-set p19-attack-f8 items (windowed control): f 1.0% S_f 2.05880% E_f(control) 2.05924% X_f -0.00043% X_f/f -0.0004 -> no hot set
+[2026-10-08T15:11:21Z] hot-set p19-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:11:22Z] p19-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 67 (bin 6805290) z_max +6.19 min 8 z_min -4.24 chi2/dof 1.00034 chi2_z +0.97 top0.1% 0.16461% top0.5% 0.77434% top1% 1.50119%
+[2026-10-08T15:11:22Z] hot-set p19-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.22554% E_f(control) 0.16461% X_f +0.06093% X_f/f +0.6093 -> no hot set
+[2026-10-08T15:11:22Z] hot-set p19-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 1.06127% E_f(control) 0.77434% X_f +0.28694% X_f/f +0.5739 -> no hot set
+[2026-10-08T15:11:22Z] hot-set p19-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 2.05880% E_f(control) 1.50119% X_f +0.55761% X_f/f +0.5576 -> no hot set
+[2026-10-08T15:11:22Z] hot-set p19-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:11:22Z] ratio p19-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 0.9990x / 0.9995x / 0.9998x (gate 1.2x at 0.1%: within); over the FLAT control 1.3702x / 1.3706x / 1.3714x
+[2026-10-08T15:11:23Z] attribution: hot threshold count >= 70 marks 18194 items (0.1084% of items) holding 1310052 reads (0.2440% of reads); top 8 items t=0x065f6e:90 t=0x17a4fe:89 t=0x12cc00:89 t=0x3d7caa:88 t=0x2b30db:88 t=0x22fba0:88 t=0x0e9873:88 t=0x2e4d88:87
+[2026-10-08T15:11:36Z] attribution: reads on hot items per position (flat expectation 0.1084% of each position's 4194304 reads); the 24 largest: p124(it7 s12)=0.623% p99(it6 s3)=0.623% p28(it1 s12)=0.622% p27(it1 s11)=0.621% p107(it6 s11)=0.620% p76(it4 s12)=0.619% p3(it0 s3)=0.619% p115(it7 s3)=0.619% p75(it4 s11)=0.619% p83(it5 s3)=0.618% p44(it2 s12)=0.618% p91(it5 s11)=0.618% p35(it2 s3)=0.617% p59(it3 s11)=0.617% p12(it0 s12)=0.617% p108(it6 s12)=0.617% p67(it4 s3)=0.617% p19(it1 s3)=0.616% p60(it3 s12)=0.615% p43(it2 s11)=0.614% p51(it3 s3)=0.613% p11(it0 s11)=0.612% p92(it5 s12)=0.612% p123(it7 s11)=0.612%
+[2026-10-08T15:11:36Z] attribution: hot reads by iteration it0=0.244% it1=0.244% it2=0.243% it3=0.243% it4=0.244% it5=0.244% it6=0.245% it7=0.245% ; by site s0=0.000% s1=0.314% s2=0.156% s3=0.618% s4=0.313% s5=0.000% s6=0.000% s7=0.008% s8=0.000% s9=0.312% s10=0.313% s11=0.617% s12=0.618% s13=0.008% s14=0.315% s15=0.314%
+[2026-10-08T15:11:36Z] site 0 (instr 1, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1084%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:11:36Z] site 1 (instr 7, src r5, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3137% (flat expectation 0.1084%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:11:36Z] site 2 (instr 10, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1561% (flat expectation 0.1084%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:11:36Z] site 3 (instr 16, src r4, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6177% (flat expectation 0.1084%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:11:36Z] site 4 (instr 19, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3129% (flat expectation 0.1084%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:11:36Z] site 5 (instr 21, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1084%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:11:36Z] site 6 (instr 27, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1084%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:11:36Z] site 7 (instr 29, src r1, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0080% (flat expectation 0.1084%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:11:36Z] site 8 (instr 31, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1084%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:11:36Z] site 9 (instr 32, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3121% (flat expectation 0.1084%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:11:36Z] site 10 (instr 36, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3127% (flat expectation 0.1084%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:11:36Z] site 11 (instr 37, src r6, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6166% (flat expectation 0.1084%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:11:36Z] site 12 (instr 39, src r0, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6178% (flat expectation 0.1084%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:11:36Z] site 13 (instr 47, src r7, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0079% (flat expectation 0.1084%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:11:36Z] site 14 (instr 55, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3146% (flat expectation 0.1084%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:11:36Z] site 15 (instr 63, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3142% (flat expectation 0.1084%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:11:36Z] attribution: item 0x065f6e (90 reads) read from positions p31(it1 s15)x5 p51(it3 s3)x4 p46(it2 s14)x3 p47(it2 s15)x3 p60(it3 s12)x3 p76(it4 s12)x3 p115(it7 s3)x3 p3(it0 s3)x2 p28(it1 s12)x2 p30(it1 s14)x2 p34(it2 s2)x2 p43(it2 s11)x2
+[2026-10-08T15:11:36Z] attribution: item 0x17a4fe (89 reads) read from positions p91(it5 s11)x6 p83(it5 s3)x4 p3(it0 s3)x3 p11(it0 s11)x3 p43(it2 s11)x3 p92(it5 s12)x3 p121(it7 s9)x3 p15(it0 s15)x2 p19(it1 s3)x2 p28(it1 s12)x2 p46(it2 s14)x2 p52(it3 s4)x2
+[2026-10-08T15:11:36Z] attribution: item 0x12cc00 (89 reads) read from positions p28(it1 s12)x5 p83(it5 s3)x4 p3(it0 s3)x3 p19(it1 s3)x3 p35(it2 s3)x3 p51(it3 s3)x3 p92(it5 s12)x3 p127(it7 s15)x3 p1(it0 s1)x2 p114(it7 s2)x2 p33(it2 s1)x2 p41(it2 s9)x2
+[2026-10-08T15:11:36Z] attribution: item 0x3d7caa (88 reads) read from positions p12(it0 s12)x4 p19(it1 s3)x4 p67(it4 s3)x4 p92(it5 s12)x4 p41(it2 s9)x3 p57(it3 s9)x3 p91(it5 s11)x3 p124(it7 s12)x2 p25(it1 s9)x2 p27(it1 s11)x2 p30(it1 s14)x2 p31(it1 s15)x2
+[2026-10-08T15:11:36Z] attribution: item 0x2b30db (88 reads) read from positions p3(it0 s3)x5 p108(it6 s12)x4 p2(it0 s2)x3 p19(it1 s3)x3 p44(it2 s12)x3 p49(it3 s1)x3 p52(it3 s4)x3 p68(it4 s4)x3 p114(it7 s2)x3 p127(it7 s15)x2 p28(it1 s12)x2 p36(it2 s4)x2
+[2026-10-08T15:11:36Z] attribution: item 0x22fba0 (88 reads) read from positions p108(it6 s12)x6 p47(it2 s15)x4 p84(it5 s4)x4 p14(it0 s14)x3 p19(it1 s3)x3 p59(it3 s11)x3 p75(it4 s11)x3 p91(it5 s11)x3 p107(it6 s11)x3 p1(it0 s1)x2 p121(it7 s9)x2 p42(it2 s10)x2
+[2026-10-08T15:11:36Z] attribution: item 0x0e9873 (88 reads) read from positions p12(it0 s12)x6 p124(it7 s12)x5 p28(it1 s12)x4 p123(it7 s11)x4 p126(it7 s14)x3 p19(it1 s3)x3 p59(it3 s11)x3 p75(it4 s11)x3 p97(it6 s1)x3 p108(it6 s12)x3 p67(it4 s3)x2 p121(it7 s9)x2
+[2026-10-08T15:11:36Z] attribution: item 0x2e4d88 (87 reads) read from positions p62(it3 s14)x5 p92(it5 s12)x4 p121(it7 s9)x4 p3(it0 s3)x3 p41(it2 s9)x3 p43(it2 s11)x3 p107(it6 s11)x3 p108(it6 s12)x3 p115(it7 s3)x3 p116(it7 s4)x3 p123(it7 s11)x3 p58(it3 s10)x2
+[2026-10-08T15:11:36Z] hottest item p19-attack-f8 (0x065f6e): 90 reads (0.0000% of all); predicted source none
+[2026-10-08T15:11:36Z] program p19-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:11:39Z] program p20-attack-f8: epoch seed dcb66b784dffed6161fcfeb14601d08ad17195f25e240d7dd799524e3067550e era seed 686b6162e4c68cc4d1d74c883cbca002cfb50b78d47c5265ecc0d890d0a75f5d id 277ee927b22168e8 attempt 2 class mx8-erade9a6760+sh256x27+state+fold op mix load=16 mul=8 mad=6 sub=6 xor=6 add=5 mulhi=5 rotl=4 shfl=4 or=2 rotr=2; era stride mul 0xaa378839 rot 28 interleave [0, 3, 7, 10] windows 4:2:2 5:1:1 8:2:0 10:0:0 18:0:0 22:2:2 23:0:0 25:1:0 27:1:0 30:0:0 34:0:0 37:2:0 46:2:0 47:1:1 59:1:1 63:2:2
+[2026-10-08T15:11:39Z] window layer: site item windows (first, items) (0x800000,2^22) (0x800000,2^23) (0x0,2^22) (0x0,2^24) (0x0,2^24) (0x800000,2^22) (0x0,2^24) (0x0,2^23) (0x0,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^22) (0x0,2^22) (0x800000,2^23) (0x800000,2^23) (0x800000,2^22); expected reads per item by quarter 42.000 18.000 46.000 22.000 (flat uniform 32.000)
+[2026-10-08T15:12:10Z] 131072 warps (4194304 nonces) interpreted in 31.1 s (1.899 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:12:10Z] p20-attack-f8 distinct lines per hash: n 4194304 min 1014 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8708
+[2026-10-08T15:12:10Z] p20-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:12:10Z] p20-attack-f8 distinct lines per warp: n 131072 min 32569 p1 32604 median 32636 p99 32664 max 32682 mean 32635.8193
+[2026-10-08T15:12:10Z] p20-attack-f8 distinct items per warp: n 131072 min 4089 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4253
+[2026-10-08T15:12:10Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:12:10Z] positions: largest hi16-bucket (256 items) share 0.0079% at p64 (iteration 4, site 0, instr 4); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 4)
+[2026-10-08T15:12:10Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p33 (site 1, instr 5); saturated sources at one position 0 of 2048 at p0 (site 0, instr 4); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:12:10Z] p20-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 87 (bin 10368921) z_max +9.72 min 1 z_min -5.48 chi2/dof 5.62551 chi2_z +13396.92 top0.1% 0.21112% top0.5% 0.99323% top1% 1.92722%
+[2026-10-08T15:12:10Z] p20-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00052 largest 87 (item 0x9e3799) at +6.05 sigma smallest at -4.47; buckets64 chi2/dof 0.99931 largest 2923 (bucket 11595) at +4.53 sigma smallest at -4.21
+[2026-10-08T15:12:12Z] p20-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 83 (bin 11726279) z_max +9.02 min 2 z_min -5.30 chi2/dof 5.62549 chi2_z +13396.84 top0.1% 0.21119% top0.5% 0.99350% top1% 1.92747%
+[2026-10-08T15:12:12Z] p20-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00064 largest +6.36 sigma; buckets64 chi2/dof 1.00136 largest +4.74 smallest -4.66
+[2026-10-08T15:12:12Z] 6-sigma p20-attack-f8 items buckets64 against the window density: largest bucket +4.53 sigma, smallest -4.21 -> within 6 sigma
+[2026-10-08T15:12:12Z] hot-set p20-attack-f8 items (windowed control): f 0.1% S_f 0.21112% E_f(control) 0.21119% X_f -0.00007% X_f/f -0.0007 -> no hot set
+[2026-10-08T15:12:12Z] hot-set p20-attack-f8 items (windowed control): f 0.5% S_f 0.99323% E_f(control) 0.99350% X_f -0.00027% X_f/f -0.0005 -> no hot set
+[2026-10-08T15:12:12Z] hot-set p20-attack-f8 items (windowed control): f 1.0% S_f 1.92722% E_f(control) 1.92747% X_f -0.00025% X_f/f -0.0003 -> no hot set
+[2026-10-08T15:12:12Z] hot-set p20-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:12:14Z] p20-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 68 (bin 9738263) z_max +6.36 min 7 z_min -4.42 chi2/dof 1.00036 chi2_z +1.03 top0.1% 0.16465% top0.5% 0.77453% top1% 1.50148%
+[2026-10-08T15:12:14Z] hot-set p20-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.21112% E_f(control) 0.16465% X_f +0.04647% X_f/f +0.4647 -> no hot set
+[2026-10-08T15:12:14Z] hot-set p20-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.99323% E_f(control) 0.77453% X_f +0.21871% X_f/f +0.4374 -> no hot set
+[2026-10-08T15:12:14Z] hot-set p20-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.92722% E_f(control) 1.50148% X_f +0.42574% X_f/f +0.4257 -> no hot set
+[2026-10-08T15:12:14Z] hot-set p20-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:12:14Z] ratio p20-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 0.9997x / 0.9997x / 0.9999x (gate 1.2x at 0.1%: within); over the FLAT control 1.2822x / 1.2824x / 1.2835x
+[2026-10-08T15:12:15Z] attribution: hot threshold count >= 65 marks 22509 items (0.1342% of items) holding 1506043 reads (0.2805% of reads); top 8 items t=0x9e3799:87 t=0x801429:85 t=0xbd1f5c:84 t=0x8f736d:84 t=0xb148d0:82 t=0x93ffbf:82 t=0x88d70f:82 t=0xbee29b:81
+[2026-10-08T15:12:28Z] attribution: reads on hot items per position (flat expectation 0.1342% of each position's 4194304 reads); the 24 largest: p0(it0 s0)=0.705% p16(it1 s0)=0.705% p69(it4 s5)=0.701% p101(it6 s5)=0.698% p53(it3 s5)=0.697% p15(it0 s15)=0.697% p32(it2 s0)=0.697% p79(it4 s15)=0.697% p117(it7 s5)=0.696% p127(it7 s15)=0.695% p112(it7 s0)=0.695% p21(it1 s5)=0.695% p37(it2 s5)=0.695% p63(it3 s15)=0.694% p96(it6 s0)=0.694% p31(it1 s15)=0.694% p95(it5 s15)=0.694% p48(it3 s0)=0.693% p111(it6 s15)=0.693% p85(it5 s5)=0.693% p80(it5 s0)=0.693% p64(it4 s0)=0.693% p47(it2 s15)=0.691% p5(it0 s5)=0.688%
+[2026-10-08T15:12:28Z] attribution: hot reads by iteration it0=0.281% it1=0.280% it2=0.281% it3=0.281% it4=0.281% it5=0.280% it6=0.280% it7=0.281% ; by site s0=0.697% s1=0.346% s2=0.094% s3=0.197% s4=0.197% s5=0.695% s6=0.197% s7=0.047% s8=0.046% s9=0.198% s10=0.196% s11=0.093% s12=0.094% s13=0.347% s14=0.350% s15=0.694%
+[2026-10-08T15:12:28Z] site 0 (instr 4, src r4, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.6969% (flat expectation 0.1342%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:12:28Z] site 1 (instr 5, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3461% (flat expectation 0.1342%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:12:28Z] site 2 (instr 8, src r3, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0938% (flat expectation 0.1342%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:12:28Z] site 3 (instr 10, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1972% (flat expectation 0.1342%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:12:28Z] site 4 (instr 18, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1966% (flat expectation 0.1342%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:12:28Z] site 5 (instr 22, src r2, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.6954% (flat expectation 0.1342%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:12:28Z] site 6 (instr 23, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1972% (flat expectation 0.1342%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:12:28Z] site 7 (instr 25, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0470% (flat expectation 0.1342%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:12:28Z] site 8 (instr 27, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0464% (flat expectation 0.1342%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:12:28Z] site 9 (instr 30, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1975% (flat expectation 0.1342%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:12:28Z] site 10 (instr 34, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1957% (flat expectation 0.1342%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:12:28Z] site 11 (instr 37, src r6, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0935% (flat expectation 0.1342%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:12:28Z] site 12 (instr 46, src r7, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0938% (flat expectation 0.1342%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:12:28Z] site 13 (instr 47, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3472% (flat expectation 0.1342%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:12:28Z] site 14 (instr 59, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3496% (flat expectation 0.1342%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:12:28Z] site 15 (instr 63, src r0, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.6944% (flat expectation 0.1342%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:12:28Z] attribution: item 0x9e3799 (87 reads) read from positions p37(it2 s5)x5 p47(it2 s15)x5 p85(it5 s5)x4 p5(it0 s5)x3 p16(it1 s0)x3 p42(it2 s10)x3 p53(it3 s5)x3 p0(it0 s0)x2 p126(it7 s14)x2 p29(it1 s13)x2 p36(it2 s4)x2 p38(it2 s6)x2
+[2026-10-08T15:12:28Z] attribution: item 0x801429 (85 reads) read from positions p53(it3 s5)x5 p0(it0 s0)x4 p15(it0 s15)x4 p16(it1 s0)x4 p31(it1 s15)x4 p47(it2 s15)x3 p80(it5 s0)x3 p117(it7 s5)x3 p127(it7 s15)x2 p33(it2 s1)x2 p48(it3 s0)x2 p63(it3 s15)x2
+[2026-10-08T15:12:28Z] attribution: item 0xbd1f5c (84 reads) read from positions p85(it5 s5)x6 p101(it6 s5)x5 p32(it2 s0)x4 p46(it2 s14)x4 p57(it3 s9)x4 p80(it5 s0)x4 p79(it4 s15)x3 p21(it1 s5)x2 p31(it1 s15)x2 p33(it2 s1)x2 p45(it2 s13)x2 p68(it4 s4)x2
+[2026-10-08T15:12:28Z] attribution: item 0x8f736d (84 reads) read from positions p69(it4 s5)x6 p31(it1 s15)x5 p101(it6 s5)x4 p37(it2 s5)x4 p96(it6 s0)x4 p1(it0 s1)x3 p77(it4 s13)x3 p53(it3 s5)x3 p110(it6 s14)x2 p19(it1 s3)x2 p32(it2 s0)x2 p33(it2 s1)x2
+[2026-10-08T15:12:28Z] attribution: item 0xb148d0 (82 reads) read from positions p85(it5 s5)x6 p14(it0 s14)x5 p5(it0 s5)x4 p16(it1 s0)x3 p31(it1 s15)x3 p48(it3 s0)x3 p112(it7 s0)x3 p117(it7 s5)x3 p21(it1 s5)x2 p30(it1 s14)x2 p49(it3 s1)x2 p62(it3 s14)x2
+[2026-10-08T15:12:28Z] attribution: item 0x93ffbf (82 reads) read from positions p79(it4 s15)x6 p5(it0 s5)x5 p32(it2 s0)x5 p15(it0 s15)x4 p53(it3 s5)x4 p63(it3 s15)x4 p113(it7 s1)x3 p78(it4 s14)x3 p48(it3 s0)x2 p101(it6 s5)x2 p33(it2 s1)x2 p35(it2 s3)x2
+[2026-10-08T15:12:28Z] attribution: item 0x88d70f (82 reads) read from positions p0(it0 s0)x6 p69(it4 s5)x5 p21(it1 s5)x5 p96(it6 s0)x5 p111(it6 s15)x4 p79(it4 s15)x3 p80(it5 s0)x3 p125(it7 s13)x3 p13(it0 s13)x2 p17(it1 s1)x2 p48(it3 s0)x2 p51(it3 s3)x2
+[2026-10-08T15:12:28Z] attribution: item 0xbee29b (81 reads) read from positions p15(it0 s15)x5 p95(it5 s15)x5 p96(it6 s0)x4 p0(it0 s0)x3 p17(it1 s1)x3 p21(it1 s5)x3 p110(it6 s14)x2 p117(it7 s5)x2 p31(it1 s15)x2 p37(it2 s5)x2 p45(it2 s13)x2 p48(it3 s0)x2
+[2026-10-08T15:12:28Z] hottest item p20-attack-f8 (0x9e3799): 87 reads (0.0000% of all); predicted source none
+[2026-10-08T15:12:28Z] program p20-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:12:31Z] program p21-attack-f8: epoch seed fcfbea40c3b0b1e3301df7ba6b90a9c36248b2092ffb23d1e0f597672885808c era seed 4a36255eb732cd2db4f2c34b31ca5b0e405cd2f8442efa9edabcd2fc0347e198 id 7ac7df4c3018c55b attempt 3 class mx8-era22a7f5e9+sh256x27+state+fold op mix load=16 add=7 mul=7 shfl=7 xor=6 mad=5 mulhi=4 rotl=4 rotr=4 or=3 sub=1; era stride mul 0x48825377 rot 22 interleave [3, 5, 6, 8] windows 5:0:0 8:2:2 10:1:0 12:0:0 21:2:3 22:0:0 24:2:0 26:2:0 30:2:2 33:0:0 37:2:1 46:1:1 53:1:0 55:0:0 58:1:0 62:0:0
+[2026-10-08T15:12:31Z] window layer: site item windows (first, items) (0x0,2^24) (0x800000,2^22) (0x0,2^23) (0x0,2^24) (0xc00000,2^22) (0x0,2^24) (0x0,2^22) (0x0,2^22) (0x800000,2^22) (0x0,2^24) (0x400000,2^22) (0x800000,2^23) (0x0,2^23) (0x0,2^24) (0x0,2^23) (0x0,2^24); expected reads per item by quarter 40.000 32.000 32.000 24.000 (flat uniform 32.000)
+[2026-10-08T15:13:00Z] 131072 warps (4194304 nonces) interpreted in 29.1 s (1.778 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:13:00Z] p21-attack-f8 distinct lines per hash: n 4194304 min 1008 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8713
+[2026-10-08T15:13:00Z] p21-attack-f8 distinct items per hash: n 4194304 min 126 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:13:00Z] p21-attack-f8 distinct lines per warp: n 131072 min 32569 p1 32605 median 32637 p99 32664 max 32688 mean 32636.2662
+[2026-10-08T15:13:00Z] p21-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4883
+[2026-10-08T15:13:00Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:13:00Z] positions: largest hi16-bucket (256 items) share 0.0080% at p113 (iteration 7, site 1, instr 8); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 5)
+[2026-10-08T15:13:00Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p27 (site 11, instr 46); saturated sources at one position 0 of 2048 at p0 (site 0, instr 5); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:13:00Z] p21-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 79 (bin 2376974) z_max +8.31 min 4 z_min -4.95 chi2/dof 2.00005 chi2_z +2896.45 top0.1% 0.18750% top0.5% 0.87753% top1% 1.69739%
+[2026-10-08T15:13:00Z] p21-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00001 largest 79 (item 0x24450e) at +6.17 sigma smallest at -4.42; buckets64 chi2/dof 1.00141 largest 2252 (bucket 117536) at +4.51 sigma smallest at -4.66
+[2026-10-08T15:13:02Z] p21-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 77 (bin 1056135) z_max +7.95 min 4 z_min -4.95 chi2/dof 1.99941 chi2_z +2894.59 top0.1% 0.18739% top0.5% 0.87732% top1% 1.69704%
+[2026-10-08T15:13:02Z] p21-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99978 largest +6.01 sigma; buckets64 chi2/dof 1.00159 largest +4.51 smallest -4.49
+[2026-10-08T15:13:02Z] 6-sigma p21-attack-f8 items buckets64 against the window density: largest bucket +4.51 sigma, smallest -4.66 -> within 6 sigma
+[2026-10-08T15:13:02Z] hot-set p21-attack-f8 items (windowed control): f 0.1% S_f 0.18750% E_f(control) 0.18739% X_f +0.00011% X_f/f +0.0011 -> no hot set
+[2026-10-08T15:13:02Z] hot-set p21-attack-f8 items (windowed control): f 0.5% S_f 0.87753% E_f(control) 0.87732% X_f +0.00021% X_f/f +0.0004 -> no hot set
+[2026-10-08T15:13:02Z] hot-set p21-attack-f8 items (windowed control): f 1.0% S_f 1.69739% E_f(control) 1.69704% X_f +0.00035% X_f/f +0.0004 -> no hot set
+[2026-10-08T15:13:02Z] hot-set p21-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:13:04Z] p21-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 65 (bin 1161920) z_max +5.83 min 7 z_min -4.42 chi2/dof 1.00022 chi2_z +0.64 top0.1% 0.16457% top0.5% 0.77429% top1% 1.50119%
+[2026-10-08T15:13:04Z] hot-set p21-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.18750% E_f(control) 0.16457% X_f +0.02293% X_f/f +0.2293 -> no hot set
+[2026-10-08T15:13:04Z] hot-set p21-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.87753% E_f(control) 0.77429% X_f +0.10324% X_f/f +0.2065 -> no hot set
+[2026-10-08T15:13:04Z] hot-set p21-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.69739% E_f(control) 1.50119% X_f +0.19620% X_f/f +0.1962 -> no hot set
+[2026-10-08T15:13:04Z] hot-set p21-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:13:04Z] ratio p21-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0006x / 1.0002x / 1.0002x (gate 1.2x at 0.1%: within); over the FLAT control 1.1393x / 1.1333x / 1.1307x
+[2026-10-08T15:13:05Z] attribution: hot threshold count >= 58 marks 18635 items (0.1111% of items) holding 1114400 reads (0.2076% of reads); top 8 items t=0x24450e:79 t=0x34deb5:77 t=0x3e8f6e:76 t=0x35984c:75 t=0x09fe78:74 t=0x38845b:73 t=0x2a6d78:73 t=0x10132d:73
+[2026-10-08T15:13:19Z] attribution: reads on hot items per position (flat expectation 0.1111% of each position's 4194304 reads); the 24 largest: p102(it6 s6)=0.664% p71(it4 s7)=0.662% p87(it5 s7)=0.661% p86(it5 s6)=0.660% p54(it3 s6)=0.659% p103(it6 s7)=0.659% p22(it1 s6)=0.658% p55(it3 s7)=0.658% p119(it7 s7)=0.657% p38(it2 s6)=0.657% p6(it0 s6)=0.657% p23(it1 s7)=0.656% p70(it4 s6)=0.656% p7(it0 s7)=0.655% p39(it2 s7)=0.653% p118(it7 s6)=0.653% p44(it2 s12)=0.335% p14(it0 s14)=0.334% p34(it2 s2)=0.334% p126(it7 s14)=0.334% p82(it5 s2)=0.333% p124(it7 s12)=0.333% p12(it0 s12)=0.332% p18(it1 s2)=0.331%
+[2026-10-08T15:13:19Z] attribution: hot reads by iteration it0=0.208% it1=0.208% it2=0.207% it3=0.207% it4=0.208% it5=0.207% it6=0.208% it7=0.208% ; by site s0=0.166% s1=0.004% s2=0.331% s3=0.167% s4=0.000% s5=0.168% s6=0.658% s7=0.658% s8=0.004% s9=0.166% s10=0.004% s11=0.002% s12=0.331% s13=0.167% s14=0.330% s15=0.167%
+[2026-10-08T15:13:19Z] site 0 (instr 5, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1659% (flat expectation 0.1111%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:13:19Z] site 1 (instr 8, src r7, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0040% (flat expectation 0.1111%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:13:19Z] site 2 (instr 10, src r6, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3307% (flat expectation 0.1111%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:13:19Z] site 3 (instr 12, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1666% (flat expectation 0.1111%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:13:19Z] site 4 (instr 21, src r1, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1111%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:13:19Z] site 5 (instr 22, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1675% (flat expectation 0.1111%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:13:19Z] site 6 (instr 24, src r5, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6578% (flat expectation 0.1111%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:13:19Z] site 7 (instr 26, src r2, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6577% (flat expectation 0.1111%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:13:19Z] site 8 (instr 30, src r1, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0043% (flat expectation 0.1111%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:13:19Z] site 9 (instr 33, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1657% (flat expectation 0.1111%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:13:19Z] site 10 (instr 37, src r7, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0043% (flat expectation 0.1111%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:13:19Z] site 11 (instr 46, src r4, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0020% (flat expectation 0.1111%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:13:19Z] site 12 (instr 53, src r2, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3308% (flat expectation 0.1111%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:13:19Z] site 13 (instr 55, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1668% (flat expectation 0.1111%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:13:19Z] site 14 (instr 58, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3300% (flat expectation 0.1111%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:13:19Z] site 15 (instr 62, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1669% (flat expectation 0.1111%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:13:19Z] attribution: item 0x24450e (79 reads) read from positions p118(it7 s6)x5 p103(it6 s7)x4 p119(it7 s7)x4 p7(it0 s7)x3 p35(it2 s3)x3 p38(it2 s6)x3 p55(it3 s7)x3 p87(it5 s7)x3 p98(it6 s2)x3 p54(it3 s6)x2 p111(it6 s15)x2 p39(it2 s7)x2
+[2026-10-08T15:13:19Z] attribution: item 0x34deb5 (77 reads) read from positions p54(it3 s6)x5 p87(it5 s7)x5 p119(it7 s7)x4 p13(it0 s13)x4 p5(it0 s5)x3 p70(it4 s6)x3 p92(it5 s12)x3 p102(it6 s6)x3 p0(it0 s0)x3 p118(it7 s6)x3 p6(it0 s6)x2 p15(it0 s15)x2
+[2026-10-08T15:13:19Z] attribution: item 0x3e8f6e (76 reads) read from positions p103(it6 s7)x5 p47(it2 s15)x4 p6(it0 s6)x3 p54(it3 s6)x3 p71(it4 s7)x3 p117(it7 s5)x2 p7(it0 s7)x2 p28(it1 s12)x2 p34(it2 s2)x2 p39(it2 s7)x2 p46(it2 s14)x2 p55(it3 s7)x2
+[2026-10-08T15:13:19Z] attribution: item 0x35984c (75 reads) read from positions p12(it0 s12)x4 p86(it5 s6)x4 p102(it6 s6)x4 p126(it7 s14)x3 p7(it0 s7)x3 p55(it3 s7)x3 p60(it3 s12)x3 p118(it7 s6)x3 p38(it2 s6)x2 p45(it2 s13)x2 p53(it3 s5)x2 p61(it3 s13)x2
+[2026-10-08T15:13:19Z] attribution: item 0x09fe78 (74 reads) read from positions p23(it1 s7)x4 p124(it7 s12)x3 p7(it0 s7)x3 p14(it0 s14)x3 p19(it1 s3)x3 p39(it2 s7)x3 p54(it3 s6)x3 p71(it4 s7)x3 p108(it6 s12)x3 p50(it3 s2)x2 p119(it7 s7)x2 p34(it2 s2)x2
+[2026-10-08T15:13:19Z] attribution: item 0x38845b (73 reads) read from positions p118(it7 s6)x5 p38(it2 s6)x4 p23(it1 s7)x3 p46(it2 s14)x3 p70(it4 s6)x3 p103(it6 s7)x3 p119(it7 s7)x3 p121(it7 s9)x2 p7(it0 s7)x2 p12(it0 s12)x2 p34(it2 s2)x2 p35(it2 s3)x2
+[2026-10-08T15:13:19Z] attribution: item 0x2a6d78 (73 reads) read from positions p13(it0 s13)x4 p87(it5 s7)x4 p6(it0 s6)x3 p7(it0 s7)x3 p12(it0 s12)x3 p71(it4 s7)x3 p82(it5 s2)x3 p9(it0 s9)x2 p14(it0 s14)x2 p23(it1 s7)x2 p54(it3 s6)x2 p55(it3 s7)x2
+[2026-10-08T15:13:19Z] attribution: item 0x10132d (73 reads) read from positions p54(it3 s6)x5 p103(it6 s7)x5 p126(it7 s14)x3 p12(it0 s12)x3 p87(it5 s7)x3 p7(it0 s7)x2 p22(it1 s6)x2 p23(it1 s7)x2 p30(it1 s14)x2 p34(it2 s2)x2 p45(it2 s13)x2 p55(it3 s7)x2
+[2026-10-08T15:13:19Z] hottest item p21-attack-f8 (0x24450e): 79 reads (0.0000% of all); predicted source none
+[2026-10-08T15:13:19Z] program p21-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:13:21Z] program p22-attack-f8: epoch seed 382043fe9821bc62ecc3e2ee38a05f73017845fb220c0b3895b3f77a11885dab era seed ef38feca26aca5746137933bf88c08439fbfb5b2686f79e62773769183b18c79 id 38078e199f016ac6 attempt 1 class mx8-era534b22c8+sh256x27+state+fold op mix load=16 add=12 mad=8 shfl=6 mulhi=5 xor=5 mul=4 rotl=3 rotr=3 or=1 sub=1; era stride mul 0x1d32e3af rot 25 interleave [7, 9, 11, 15] windows 2:1:0 5:1:1 6:2:2 8:1:1 19:0:0 20:0:0 27:2:0 28:1:0 32:2:1 34:2:0 36:2:3 46:0:0 47:1:0 53:1:0 58:0:0 60:2:0
+[2026-10-08T15:13:21Z] window layer: site item windows (first, items) (0x0,2^23) (0x800000,2^23) (0x800000,2^22) (0x800000,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^22) (0x0,2^23) (0x400000,2^22) (0x0,2^22) (0xc00000,2^22) (0x0,2^24) (0x0,2^23) (0x0,2^23) (0x0,2^24) (0x0,2^22); expected reads per item by quarter 48.000 32.000 24.000 24.000 (flat uniform 32.000)
+[2026-10-08T15:13:50Z] 131072 warps (4194304 nonces) interpreted in 29.3 s (1.791 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:13:50Z] p22-attack-f8 distinct lines per hash: n 4194304 min 1013 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8706
+[2026-10-08T15:13:50Z] p22-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:13:50Z] p22-attack-f8 distinct lines per warp: n 131072 min 32568 p1 32605 median 32636 p99 32664 max 32685 mean 32635.9793
+[2026-10-08T15:13:50Z] p22-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4499
+[2026-10-08T15:13:50Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:13:50Z] positions: largest hi16-bucket (256 items) share 0.0080% at p121 (iteration 7, site 9, instr 34); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p64 (site 0, instr 2)
+[2026-10-08T15:13:50Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p86 (site 6, instr 27); saturated sources at one position 0 of 2048 at p0 (site 0, instr 2); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:13:51Z] p22-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 89 (bin 3470704) z_max +10.08 min 5 z_min -4.77 chi2/dof 4.00064 chi2_z +8690.78 top0.1% 0.21804% top0.5% 1.02451% top1% 1.98595%
+[2026-10-08T15:13:51Z] p22-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00002 largest 55 (item 0xc1500e) at +6.33 sigma smallest at -4.47; buckets64 chi2/dof 0.99906 largest 3314 (bucket 11332) at +4.37 sigma smallest at -4.39
+[2026-10-08T15:13:53Z] p22-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 90 (bin 1440555) z_max +10.25 min 3 z_min -5.13 chi2/dof 4.00001 chi2_z +8688.95 top0.1% 0.21814% top0.5% 1.02465% top1% 1.98608%
+[2026-10-08T15:13:53Z] p22-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00033 largest +6.89 sigma; buckets64 chi2/dof 1.00496 largest +4.65 smallest -4.54
+[2026-10-08T15:13:53Z] 6-sigma p22-attack-f8 items buckets64 against the window density: largest bucket +4.37 sigma, smallest -4.39 -> within 6 sigma
+[2026-10-08T15:13:53Z] hot-set p22-attack-f8 items (windowed control): f 0.1% S_f 0.21804% E_f(control) 0.21814% X_f -0.00010% X_f/f -0.0010 -> no hot set
+[2026-10-08T15:13:53Z] hot-set p22-attack-f8 items (windowed control): f 0.5% S_f 1.02451% E_f(control) 1.02465% X_f -0.00014% X_f/f -0.0003 -> no hot set
+[2026-10-08T15:13:53Z] hot-set p22-attack-f8 items (windowed control): f 1.0% S_f 1.98595% E_f(control) 1.98608% X_f -0.00013% X_f/f -0.0001 -> no hot set
+[2026-10-08T15:13:53Z] hot-set p22-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:13:54Z] p22-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 65 (bin 11627338) z_max +5.83 min 7 z_min -4.42 chi2/dof 0.99974 chi2_z -0.75 top0.1% 0.16469% top0.5% 0.77435% top1% 1.50119%
+[2026-10-08T15:13:54Z] hot-set p22-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.21804% E_f(control) 0.16469% X_f +0.05335% X_f/f +0.5335 -> no hot set
+[2026-10-08T15:13:54Z] hot-set p22-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 1.02451% E_f(control) 0.77435% X_f +0.25016% X_f/f +0.5003 -> no hot set
+[2026-10-08T15:13:54Z] hot-set p22-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.98595% E_f(control) 1.50119% X_f +0.48476% X_f/f +0.4848 -> no hot set
+[2026-10-08T15:13:54Z] hot-set p22-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:13:54Z] ratio p22-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 0.9996x / 0.9999x / 0.9999x (gate 1.2x at 0.1%: within); over the FLAT control 1.3240x / 1.3231x / 1.3229x
+[2026-10-08T15:13:55Z] attribution: hot threshold count >= 67 marks 22992 items (0.1370% of items) holding 1586989 reads (0.2956% of reads); top 8 items t=0x34f570:89 t=0x0f2bec:87 t=0x112986:86 t=0x2a9142:85 t=0x069e79:85 t=0x05a7ed:85 t=0x048ba1:84 t=0x1b7de7:83
+[2026-10-08T15:14:09Z] attribution: reads on hot items per position (flat expectation 0.1370% of each position's 4194304 reads); the 24 largest: p9(it0 s9)=0.798% p47(it2 s15)=0.794% p73(it4 s9)=0.792% p31(it1 s15)=0.792% p22(it1 s6)=0.791% p89(it5 s9)=0.790% p25(it1 s9)=0.790% p105(it6 s9)=0.790% p111(it6 s15)=0.790% p86(it5 s6)=0.789% p79(it4 s15)=0.789% p57(it3 s9)=0.789% p6(it0 s6)=0.788% p121(it7 s9)=0.788% p63(it3 s15)=0.788% p54(it3 s6)=0.788% p118(it7 s6)=0.787% p95(it5 s15)=0.787% p15(it0 s15)=0.787% p127(it7 s15)=0.786% p102(it6 s6)=0.786% p70(it4 s6)=0.781% p38(it2 s6)=0.779% p41(it2 s9)=0.778%
+[2026-10-08T15:14:09Z] attribution: hot reads by iteration it0=0.295% it1=0.296% it2=0.295% it3=0.295% it4=0.296% it5=0.296% it6=0.295% it7=0.296% ; by site s0=0.394% s1=0.000% s2=0.000% s3=0.000% s4=0.196% s5=0.197% s6=0.786% s7=0.395% s8=0.000% s9=0.789% s10=0.000% s11=0.197% s12=0.393% s13=0.395% s14=0.198% s15=0.789%
+[2026-10-08T15:14:09Z] site 0 (instr 2, src r4, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3937% (flat expectation 0.1370%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:14:09Z] site 1 (instr 5, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1370%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:14:09Z] site 2 (instr 6, src r4, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1370%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:14:09Z] site 3 (instr 8, src r2, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1370%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:14:09Z] site 4 (instr 19, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1962% (flat expectation 0.1370%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:14:09Z] site 5 (instr 20, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1968% (flat expectation 0.1370%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:14:09Z] site 6 (instr 27, src r3, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.7862% (flat expectation 0.1370%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:14:09Z] site 7 (instr 28, src r6, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3954% (flat expectation 0.1370%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:14:09Z] site 8 (instr 32, src r4, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1370%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:14:09Z] site 9 (instr 34, src r0, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.7892% (flat expectation 0.1370%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:14:09Z] site 10 (instr 36, src r1, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1370%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:14:09Z] site 11 (instr 46, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1971% (flat expectation 0.1370%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:14:09Z] site 12 (instr 47, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3929% (flat expectation 0.1370%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:14:09Z] site 13 (instr 53, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3954% (flat expectation 0.1370%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:14:09Z] site 14 (instr 58, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1975% (flat expectation 0.1370%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:14:09Z] site 15 (instr 60, src r1, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.7891% (flat expectation 0.1370%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:14:09Z] attribution: item 0x34f570 (89 reads) read from positions p64(it4 s0)x5 p79(it4 s15)x5 p112(it7 s0)x3 p31(it1 s15)x3 p0(it0 s0)x3 p63(it3 s15)x3 p57(it3 s9)x2 p127(it7 s15)x2 p21(it1 s5)x2 p22(it1 s6)x2 p23(it1 s7)x2 p6(it0 s6)x2
+[2026-10-08T15:14:09Z] attribution: item 0x0f2bec (87 reads) read from positions p31(it1 s15)x5 p127(it7 s15)x4 p79(it4 s15)x4 p39(it2 s7)x3 p41(it2 s9)x3 p71(it4 s7)x3 p89(it5 s9)x3 p102(it6 s6)x3 p121(it7 s9)x3 p9(it0 s9)x2 p15(it0 s15)x2 p32(it2 s0)x2
+[2026-10-08T15:14:09Z] attribution: item 0x112986 (86 reads) read from positions p9(it0 s9)x4 p39(it2 s7)x3 p41(it2 s9)x3 p44(it2 s12)x3 p54(it3 s6)x3 p79(it4 s15)x3 p86(it5 s6)x3 p93(it5 s13)x3 p109(it6 s13)x3 p127(it7 s15)x3 p12(it0 s12)x2 p16(it1 s0)x2
+[2026-10-08T15:14:09Z] attribution: item 0x2a9142 (85 reads) read from positions p9(it0 s9)x4 p70(it4 s6)x4 p125(it7 s13)x3 p14(it0 s14)x3 p69(it4 s5)x3 p73(it4 s9)x3 p86(it5 s6)x3 p89(it5 s9)x3 p121(it7 s9)x2 p28(it1 s12)x2 p31(it1 s15)x2 p32(it2 s0)x2
+[2026-10-08T15:14:09Z] attribution: item 0x069e79 (85 reads) read from positions p15(it0 s15)x6 p31(it1 s15)x5 p121(it7 s9)x3 p47(it2 s15)x3 p54(it3 s6)x3 p70(it4 s6)x3 p112(it7 s0)x3 p0(it0 s0)x2 p23(it1 s7)x2 p46(it2 s14)x2 p55(it3 s7)x2 p63(it3 s15)x2
+[2026-10-08T15:14:09Z] attribution: item 0x05a7ed (85 reads) read from positions p6(it0 s6)x5 p95(it5 s15)x5 p61(it3 s13)x4 p86(it5 s6)x4 p89(it5 s9)x4 p9(it0 s9)x3 p16(it1 s0)x3 p31(it1 s15)x3 p73(it4 s9)x3 p80(it5 s0)x3 p118(it7 s6)x3 p127(it7 s15)x3
+[2026-10-08T15:14:09Z] attribution: item 0x048ba1 (84 reads) read from positions p57(it3 s9)x5 p102(it6 s6)x4 p73(it4 s9)x4 p118(it7 s6)x4 p29(it1 s13)x3 p47(it2 s15)x3 p9(it0 s9)x3 p79(it4 s15)x3 p92(it5 s12)x3 p95(it5 s15)x3 p13(it0 s13)x2 p30(it1 s14)x2
+[2026-10-08T15:14:09Z] attribution: item 0x1b7de7 (83 reads) read from positions p105(it6 s9)x5 p9(it0 s9)x3 p31(it1 s15)x3 p38(it2 s6)x3 p47(it2 s15)x3 p76(it4 s12)x3 p6(it0 s6)x2 p15(it0 s15)x2 p22(it1 s6)x2 p29(it1 s13)x2 p36(it2 s4)x2 p41(it2 s9)x2
+[2026-10-08T15:14:09Z] hottest item p22-attack-f8 (0x34f570): 89 reads (0.0000% of all); predicted source none
+[2026-10-08T15:14:09Z] program p22-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:14:12Z] program p23-attack-f8: epoch seed 01aa1485fcb5d59223ca40602086e618277decf440188c5a55898f635f7be34f era seed 00951c99e7ef952fd52611b8de7c07cc705cdec9e129a31a19d696c99909f052 id 18b6f4b7c7b636b9 attempt 1 class mx8-era54807265+sh256x27+state+fold op mix load=16 add=9 xor=7 mad=5 rotl=5 rotr=5 mulhi=4 shfl=4 sub=4 mul=3 or=2; era stride mul 0xd88595c9 rot 26 interleave [0, 1, 4, 14] windows 1:0:0 5:0:0 11:1:1 17:2:3 18:1:1 28:0:0 34:1:0 38:0:0 40:1:0 45:0:0 46:1:1 50:0:0 52:2:0 53:1:1 57:2:1 60:1:0
+[2026-10-08T15:14:12Z] window layer: site item windows (first, items) (0x0,2^24) (0x0,2^24) (0x800000,2^23) (0xc00000,2^22) (0x800000,2^23) (0x0,2^24) (0x0,2^23) (0x0,2^24) (0x0,2^23) (0x0,2^24) (0x800000,2^23) (0x0,2^24) (0x0,2^22) (0x800000,2^23) (0x400000,2^22) (0x0,2^23); expected reads per item by quarter 32.000 32.000 28.000 36.000 (flat uniform 32.000)
+[2026-10-08T15:14:41Z] 131072 warps (4194304 nonces) interpreted in 29.7 s (1.810 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:14:41Z] p23-attack-f8 distinct lines per hash: n 4194304 min 1012 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8712
+[2026-10-08T15:14:41Z] p23-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:14:41Z] p23-attack-f8 distinct lines per warp: n 131072 min 32574 p1 32605 median 32637 p99 32664 max 32687 mean 32636.3419
+[2026-10-08T15:14:41Z] p23-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4951
+[2026-10-08T15:14:41Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:14:41Z] positions: largest hi16-bucket (256 items) share 0.0079% at p3 (iteration 0, site 3, instr 17); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 1)
+[2026-10-08T15:14:41Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p108 (site 12, instr 52); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:14:42Z] p23-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 72 (bin 12756500) z_max +7.07 min 6 z_min -4.60 chi2/dof 1.24949 chi2_z +722.61 top0.1% 0.17277% top0.5% 0.80936% top1% 1.56639%
+[2026-10-08T15:14:42Z] p23-attack-f8 item histogram against the window density: full 2^24 chi2/dof 0.99980 largest 66 (item 0xe6b7c) at +6.01 sigma smallest at -4.42; buckets64 chi2/dof 1.00119 largest 2273 (bucket 21610) at +4.97 sigma smallest at -4.24
+[2026-10-08T15:14:44Z] p23-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 70 (bin 12866945) z_max +6.72 min 6 z_min -4.60 chi2/dof 1.25009 chi2_z +724.34 top0.1% 0.17285% top0.5% 0.80958% top1% 1.56660%
+[2026-10-08T15:14:44Z] p23-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00024 largest +5.86 sigma; buckets64 chi2/dof 1.00596 largest +4.97 smallest -5.10
+[2026-10-08T15:14:44Z] 6-sigma p23-attack-f8 items buckets64 against the window density: largest bucket +4.97 sigma, smallest -4.24 -> within 6 sigma
+[2026-10-08T15:14:44Z] hot-set p23-attack-f8 items (windowed control): f 0.1% S_f 0.17277% E_f(control) 0.17285% X_f -0.00009% X_f/f -0.0009 -> no hot set
+[2026-10-08T15:14:44Z] hot-set p23-attack-f8 items (windowed control): f 0.5% S_f 0.80936% E_f(control) 0.80958% X_f -0.00022% X_f/f -0.0004 -> no hot set
+[2026-10-08T15:14:44Z] hot-set p23-attack-f8 items (windowed control): f 1.0% S_f 1.56639% E_f(control) 1.56660% X_f -0.00021% X_f/f -0.0002 -> no hot set
+[2026-10-08T15:14:44Z] hot-set p23-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:14:46Z] p23-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 66 (bin 6982480) z_max +6.01 min 7 z_min -4.42 chi2/dof 0.99986 chi2_z -0.40 top0.1% 0.16456% top0.5% 0.77432% top1% 1.50116%
+[2026-10-08T15:14:46Z] hot-set p23-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.17277% E_f(control) 0.16456% X_f +0.00821% X_f/f +0.0821 -> no hot set
+[2026-10-08T15:14:46Z] hot-set p23-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.80936% E_f(control) 0.77432% X_f +0.03504% X_f/f +0.0701 -> no hot set
+[2026-10-08T15:14:46Z] hot-set p23-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.56639% E_f(control) 1.50116% X_f +0.06522% X_f/f +0.0652 -> no hot set
+[2026-10-08T15:14:46Z] hot-set p23-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:14:46Z] ratio p23-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 0.9995x / 0.9997x / 0.9999x (gate 1.2x at 0.1%: within); over the FLAT control 1.0499x / 1.0452x / 1.0434x
+[2026-10-08T15:14:47Z] attribution: hot threshold count >= 53 marks 23205 items (0.1383% of items) holding 1268212 reads (0.2362% of reads); top 8 items t=0xc2a614:72 t=0xf9bdf8:69 t=0xe76d9a:69 t=0xd3eb6a:69 t=0xd2bda8:69 t=0xc0f123:69 t=0xe99762:68 t=0xc7ba17:68
+[2026-10-08T15:15:00Z] attribution: reads on hot items per position (flat expectation 0.1383% of each position's 4194304 reads); the 24 largest: p3(it0 s3)=0.716% p19(it1 s3)=0.712% p83(it5 s3)=0.712% p99(it6 s3)=0.709% p51(it3 s3)=0.708% p67(it4 s3)=0.707% p115(it7 s3)=0.705% p35(it2 s3)=0.705% p100(it6 s4)=0.360% p58(it3 s10)=0.359% p20(it1 s4)=0.359% p50(it3 s2)=0.358% p106(it6 s10)=0.358% p42(it2 s10)=0.358% p2(it0 s2)=0.358% p18(it1 s2)=0.358% p26(it1 s10)=0.358% p68(it4 s4)=0.357% p122(it7 s10)=0.357% p34(it2 s2)=0.357% p36(it2 s4)=0.357% p45(it2 s13)=0.356% p61(it3 s13)=0.356% p13(it0 s13)=0.356%
+[2026-10-08T15:15:00Z] attribution: hot reads by iteration it0=0.237% it1=0.237% it2=0.236% it3=0.237% it4=0.235% it5=0.236% it6=0.236% it7=0.236% ; by site s0=0.215% s1=0.214% s2=0.356% s3=0.709% s4=0.356% s5=0.215% s6=0.072% s7=0.215% s8=0.071% s9=0.212% s10=0.356% s11=0.215% s12=0.075% s13=0.354% s14=0.070% s15=0.072%
+[2026-10-08T15:15:00Z] site 0 (instr 1, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2151% (flat expectation 0.1383%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:15:00Z] site 1 (instr 5, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2139% (flat expectation 0.1383%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:15:00Z] site 2 (instr 11, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3564% (flat expectation 0.1383%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:15:00Z] site 3 (instr 17, src r5, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.7092% (flat expectation 0.1383%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:15:00Z] site 4 (instr 18, src r2, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3560% (flat expectation 0.1383%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:15:00Z] site 5 (instr 28, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2154% (flat expectation 0.1383%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:15:00Z] site 6 (instr 34, src r4, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0721% (flat expectation 0.1383%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:15:00Z] site 7 (instr 38, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2151% (flat expectation 0.1383%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:15:00Z] site 8 (instr 40, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0713% (flat expectation 0.1383%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:15:00Z] site 9 (instr 45, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2123% (flat expectation 0.1383%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:15:00Z] site 10 (instr 46, src r0, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3561% (flat expectation 0.1383%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:15:00Z] site 11 (instr 50, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2151% (flat expectation 0.1383%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:15:00Z] site 12 (instr 52, src r4, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0750% (flat expectation 0.1383%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0068% (window expectation 0.0061%)
+[2026-10-08T15:15:00Z] site 13 (instr 53, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3544% (flat expectation 0.1383%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:15:00Z] site 14 (instr 57, src r1, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0700% (flat expectation 0.1383%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:15:00Z] site 15 (instr 60, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0721% (flat expectation 0.1383%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:15:00Z] attribution: item 0xc2a614 (72 reads) read from positions p19(it1 s3)x6 p29(it1 s13)x3 p45(it2 s13)x3 p83(it5 s3)x3 p100(it6 s4)x3 p115(it7 s3)x2 p9(it0 s9)x2 p10(it0 s10)x2 p35(it2 s3)x2 p37(it2 s5)x2 p57(it3 s9)x2 p81(it5 s1)x2
+[2026-10-08T15:15:00Z] attribution: item 0xf9bdf8 (69 reads) read from positions p3(it0 s3)x3 p19(it1 s3)x3 p20(it1 s4)x3 p26(it1 s10)x3 p122(it7 s10)x2 p10(it0 s10)x2 p16(it1 s0)x2 p17(it1 s1)x2 p18(it1 s2)x2 p29(it1 s13)x2 p51(it3 s3)x2 p83(it5 s3)x2
+[2026-10-08T15:15:00Z] attribution: item 0xe76d9a (69 reads) read from positions p115(it7 s3)x5 p51(it3 s3)x4 p49(it3 s1)x3 p93(it5 s13)x3 p100(it6 s4)x3 p61(it3 s13)x2 p125(it7 s13)x2 p29(it1 s13)x2 p52(it3 s4)x2 p0(it0 s0)x2 p66(it4 s2)x2 p77(it4 s13)x2
+[2026-10-08T15:15:00Z] attribution: item 0xd3eb6a (69 reads) read from positions p51(it3 s3)x4 p67(it4 s3)x4 p3(it0 s3)x3 p83(it5 s3)x3 p10(it0 s10)x2 p33(it2 s1)x2 p34(it2 s2)x2 p42(it2 s10)x2 p43(it2 s11)x2 p52(it3 s4)x2 p58(it3 s10)x2 p61(it3 s13)x2
+[2026-10-08T15:15:00Z] attribution: item 0xd2bda8 (69 reads) read from positions p3(it0 s3)x3 p19(it1 s3)x3 p20(it1 s4)x3 p83(it5 s3)x3 p90(it5 s10)x3 p105(it6 s9)x2 p2(it0 s2)x2 p10(it0 s10)x2 p18(it1 s2)x2 p35(it2 s3)x2 p53(it3 s5)x2 p66(it4 s2)x2
+[2026-10-08T15:15:00Z] attribution: item 0xc0f123 (69 reads) read from positions p51(it3 s3)x4 p82(it5 s2)x4 p93(it5 s13)x4 p116(it7 s4)x3 p45(it2 s13)x3 p115(it7 s3)x3 p0(it0 s0)x2 p125(it7 s13)x2 p32(it2 s0)x2 p42(it2 s10)x2 p58(it3 s10)x2 p61(it3 s13)x2
+[2026-10-08T15:15:00Z] attribution: item 0xe99762 (68 reads) read from positions p10(it0 s10)x3 p33(it2 s1)x3 p34(it2 s2)x3 p84(it5 s4)x3 p99(it6 s3)x3 p106(it6 s10)x3 p2(it0 s2)x2 p19(it1 s3)x2 p20(it1 s4)x2 p74(it4 s10)x2 p81(it5 s1)x2 p87(it5 s7)x2
+[2026-10-08T15:15:00Z] attribution: item 0xc7ba17 (68 reads) read from positions p99(it6 s3)x5 p35(it2 s3)x3 p36(it2 s4)x3 p58(it3 s10)x3 p109(it6 s13)x3 p125(it7 s13)x3 p2(it0 s2)x2 p13(it0 s13)x2 p25(it1 s9)x2 p34(it2 s2)x2 p50(it3 s2)x2 p67(it4 s3)x2
+[2026-10-08T15:15:00Z] hottest item p23-attack-f8 (0xc2a614): 72 reads (0.0000% of all); predicted source none
+[2026-10-08T15:15:00Z] program p23-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:15:02Z] program p24-attack-f8: epoch seed 2496c474e54e30c09afd030f09d214cecb776e99e3bb9f2d3131d477d5e5d592 era seed f2faf296591ad403fe136f396bc2f9df54c95a466a86325e46e42dbb9c083e4b id 9b9646cd13bc070f attempt 1 class mx8-era96203cac+sh256x27+state+fold op mix load=16 xor=9 mad=8 mul=7 add=6 rotl=6 shfl=6 or=2 sub=2 mulhi=1 rotr=1; era stride mul 0x44fd49d7 rot 3 interleave [0, 4, 7, 9] windows 5:0:0 8:1:0 11:2:3 13:1:0 16:1:0 20:2:2 23:1:0 24:0:0 36:0:0 38:0:0 39:2:1 42:0:0 43:1:1 46:2:2 49:2:3 62:0:0
+[2026-10-08T15:15:02Z] window layer: site item windows (first, items) (0x0,2^24) (0x0,2^23) (0xc00000,2^22) (0x0,2^23) (0x0,2^23) (0x800000,2^22) (0x0,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^24) (0x400000,2^22) (0x0,2^24) (0x800000,2^23) (0x800000,2^22) (0xc00000,2^22) (0x0,2^24); expected reads per item by quarter 28.000 36.000 32.000 32.000 (flat uniform 32.000)
+[2026-10-08T15:15:33Z] 131072 warps (4194304 nonces) interpreted in 30.8 s (1.878 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:15:33Z] p24-attack-f8 distinct lines per hash: n 4194304 min 1008 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8712
+[2026-10-08T15:15:33Z] p24-attack-f8 distinct items per hash: n 4194304 min 126 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:15:33Z] p24-attack-f8 distinct lines per warp: n 131072 min 32570 p1 32605 median 32637 p99 32664 max 32686 mean 32636.3490
+[2026-10-08T15:15:33Z] p24-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4968
+[2026-10-08T15:15:33Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:15:33Z] positions: largest hi16-bucket (256 items) share 0.0080% at p114 (iteration 7, site 2, instr 11); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 5)
+[2026-10-08T15:15:33Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p42 (site 10, instr 39); saturated sources at one position 0 of 2048 at p0 (site 0, instr 5); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:15:33Z] p24-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 71 (bin 6850058) z_max +6.89 min 4 z_min -4.95 chi2/dof 1.24960 chi2_z +722.93 top0.1% 0.17274% top0.5% 0.80928% top1% 1.56621%
+[2026-10-08T15:15:33Z] p24-attack-f8 item histogram against the window density: full 2^24 chi2/dof 0.99961 largest 65 (item 0xc41ceb) at +5.83 sigma smallest at -4.54; buckets64 chi2/dof 0.99665 largest 2252 (bucket 167958) at +4.51 sigma smallest at -4.29
+[2026-10-08T15:15:36Z] p24-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 70 (bin 5361141) z_max +6.72 min 6 z_min -4.60 chi2/dof 1.25001 chi2_z +724.09 top0.1% 0.17269% top0.5% 0.80911% top1% 1.56611%
+[2026-10-08T15:15:36Z] p24-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00014 largest +5.83 sigma; buckets64 chi2/dof 0.99692 largest +4.70 smallest -4.56
+[2026-10-08T15:15:36Z] 6-sigma p24-attack-f8 items buckets64 against the window density: largest bucket +4.51 sigma, smallest -4.29 -> within 6 sigma
+[2026-10-08T15:15:36Z] hot-set p24-attack-f8 items (windowed control): f 0.1% S_f 0.17274% E_f(control) 0.17269% X_f +0.00006% X_f/f +0.0006 -> no hot set
+[2026-10-08T15:15:36Z] hot-set p24-attack-f8 items (windowed control): f 0.5% S_f 0.80928% E_f(control) 0.80911% X_f +0.00017% X_f/f +0.0003 -> no hot set
+[2026-10-08T15:15:36Z] hot-set p24-attack-f8 items (windowed control): f 1.0% S_f 1.56621% E_f(control) 1.56611% X_f +0.00010% X_f/f +0.0001 -> no hot set
+[2026-10-08T15:15:36Z] hot-set p24-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:15:37Z] p24-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 65 (bin 8844360) z_max +5.83 min 7 z_min -4.42 chi2/dof 1.00036 chi2_z +1.03 top0.1% 0.16462% top0.5% 0.77451% top1% 1.50146%
+[2026-10-08T15:15:37Z] hot-set p24-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.17274% E_f(control) 0.16462% X_f +0.00813% X_f/f +0.0813 -> no hot set
+[2026-10-08T15:15:37Z] hot-set p24-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.80928% E_f(control) 0.77451% X_f +0.03478% X_f/f +0.0696 -> no hot set
+[2026-10-08T15:15:37Z] hot-set p24-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.56621% E_f(control) 1.50146% X_f +0.06475% X_f/f +0.0648 -> no hot set
+[2026-10-08T15:15:37Z] hot-set p24-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:15:37Z] ratio p24-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0003x / 1.0002x / 1.0001x (gate 1.2x at 0.1%: within); over the FLAT control 1.0494x / 1.0449x / 1.0431x
+[2026-10-08T15:15:38Z] attribution: hot threshold count >= 53 marks 23242 items (0.1385% of items) holding 1270049 reads (0.2366% of reads); top 8 items t=0x68860a:71 t=0x7b9120:68 t=0x72fb89:68 t=0x6c498a:67 t=0x5d65ba:67 t=0x401303:67 t=0x7e5d28:66 t=0x7b13d7:66
+[2026-10-08T15:15:54Z] attribution: reads on hot items per position (flat expectation 0.1385% of each position's 4194304 reads); the 24 largest: p42(it2 s10)=0.722% p58(it3 s10)=0.719% p10(it0 s10)=0.717% p90(it5 s10)=0.717% p122(it7 s10)=0.714% p106(it6 s10)=0.714% p26(it1 s10)=0.713% p74(it4 s10)=0.710% p3(it0 s3)=0.367% p51(it3 s3)=0.362% p38(it2 s6)=0.362% p83(it5 s3)=0.361% p35(it2 s3)=0.361% p22(it1 s6)=0.361% p54(it3 s6)=0.361% p118(it7 s6)=0.360% p70(it4 s6)=0.360% p65(it4 s1)=0.360% p49(it3 s1)=0.360% p81(it5 s1)=0.360% p97(it6 s1)=0.360% p4(it0 s4)=0.359% p68(it4 s4)=0.358% p115(it7 s3)=0.358%
+[2026-10-08T15:15:54Z] attribution: hot reads by iteration it0=0.236% it1=0.237% it2=0.237% it3=0.237% it4=0.236% it5=0.236% it6=0.236% it7=0.237% ; by site s0=0.213% s1=0.358% s2=0.068% s3=0.359% s4=0.357% s5=0.070% s6=0.359% s7=0.213% s8=0.215% s9=0.216% s10=0.716% s11=0.215% s12=0.070% s13=0.070% s14=0.070% s15=0.215%
+[2026-10-08T15:15:54Z] site 0 (instr 5, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2134% (flat expectation 0.1385%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:15:54Z] site 1 (instr 8, src r0, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3582% (flat expectation 0.1385%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:15:54Z] site 2 (instr 11, src r2, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0684% (flat expectation 0.1385%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:15:54Z] site 3 (instr 13, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3595% (flat expectation 0.1385%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:15:54Z] site 4 (instr 16, src r5, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3573% (flat expectation 0.1385%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:15:54Z] site 5 (instr 20, src r3, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0695% (flat expectation 0.1385%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:15:54Z] site 6 (instr 23, src r6, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3590% (flat expectation 0.1385%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:15:54Z] site 7 (instr 24, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2130% (flat expectation 0.1385%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:15:54Z] site 8 (instr 36, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2154% (flat expectation 0.1385%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:15:54Z] site 9 (instr 38, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2156% (flat expectation 0.1385%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:15:54Z] site 10 (instr 39, src r7, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.7156% (flat expectation 0.1385%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0068% (window expectation 0.0061%)
+[2026-10-08T15:15:54Z] site 11 (instr 42, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2150% (flat expectation 0.1385%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:15:54Z] site 12 (instr 43, src r2, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0705% (flat expectation 0.1385%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:15:54Z] site 13 (instr 46, src r4, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0698% (flat expectation 0.1385%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:15:54Z] site 14 (instr 49, src r7, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0696% (flat expectation 0.1385%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:15:54Z] site 15 (instr 62, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2152% (flat expectation 0.1385%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:15:54Z] attribution: item 0x68860a (71 reads) read from positions p74(it4 s10)x4 p19(it1 s3)x3 p26(it1 s10)x3 p41(it2 s9)x3 p58(it3 s10)x3 p83(it5 s3)x3 p6(it0 s6)x2 p15(it0 s15)x2 p20(it1 s4)x2 p22(it1 s6)x2 p54(it3 s6)x2 p100(it6 s4)x2
+[2026-10-08T15:15:54Z] attribution: item 0x7b9120 (68 reads) read from positions p58(it3 s10)x5 p74(it4 s10)x5 p26(it1 s10)x4 p6(it0 s6)x3 p17(it1 s1)x3 p90(it5 s10)x3 p106(it6 s10)x3 p122(it7 s10)x3 p7(it0 s7)x2 p10(it0 s10)x2 p19(it1 s3)x2 p42(it2 s10)x2
+[2026-10-08T15:15:54Z] attribution: item 0x72fb89 (68 reads) read from positions p26(it1 s10)x5 p42(it2 s10)x4 p118(it7 s6)x3 p19(it1 s3)x3 p79(it4 s15)x3 p1(it0 s1)x2 p16(it1 s0)x2 p6(it0 s6)x2 p39(it2 s7)x2 p74(it4 s10)x2 p83(it5 s3)x2 p102(it6 s6)x2
+[2026-10-08T15:15:54Z] attribution: item 0x6c498a (67 reads) read from positions p10(it0 s10)x4 p40(it2 s8)x2 p121(it7 s9)x2 p19(it1 s3)x2 p25(it1 s9)x2 p27(it1 s11)x2 p32(it2 s0)x2 p35(it2 s3)x2 p36(it2 s4)x2 p38(it2 s6)x2 p39(it2 s7)x2 p42(it2 s10)x2
+[2026-10-08T15:15:54Z] attribution: item 0x5d65ba (67 reads) read from positions p42(it2 s10)x6 p58(it3 s10)x5 p3(it0 s3)x3 p32(it2 s0)x3 p81(it5 s1)x3 p97(it6 s1)x3 p106(it6 s10)x3 p6(it0 s6)x2 p22(it1 s6)x2 p38(it2 s6)x2 p52(it3 s4)x2 p59(it3 s11)x2
+[2026-10-08T15:15:54Z] attribution: item 0x401303 (67 reads) read from positions p59(it3 s11)x4 p26(it1 s10)x3 p100(it6 s4)x3 p8(it0 s8)x2 p10(it0 s10)x2 p31(it1 s15)x2 p39(it2 s7)x2 p42(it2 s10)x2 p54(it3 s6)x2 p74(it4 s10)x2 p84(it5 s4)x2 p90(it5 s10)x2
+[2026-10-08T15:15:54Z] attribution: item 0x7e5d28 (66 reads) read from positions p10(it0 s10)x3 p33(it2 s1)x3 p106(it6 s10)x3 p122(it7 s10)x3 p127(it7 s15)x2 p19(it1 s3)x2 p51(it3 s3)x2 p65(it4 s1)x2 p67(it4 s3)x2 p72(it4 s8)x2 p83(it5 s3)x2 p102(it6 s6)x2
+[2026-10-08T15:15:54Z] attribution: item 0x7b13d7 (66 reads) read from positions p6(it0 s6)x4 p10(it0 s10)x4 p58(it3 s10)x4 p122(it7 s10)x4 p65(it4 s1)x3 p90(it5 s10)x3 p4(it0 s4)x3 p33(it2 s1)x2 p63(it3 s15)x2 p81(it5 s1)x2 p88(it5 s8)x2 p102(it6 s6)x2
+[2026-10-08T15:15:54Z] hottest item p24-attack-f8 (0x68860a): 71 reads (0.0000% of all); predicted source none
+[2026-10-08T15:15:54Z] program p24-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:15:57Z] program p25-attack-f8: epoch seed 63fd22da35b053e5be826537be700df1e3e18c59a4ff8fe804786176a9c9ac6d era seed 8a38fd4f1e79da8d3fa48b06af7a89d0da76aaaf0875d4ee294acceb6dd59af3 id cf672ace530f6cc4 attempt 2 class mx8-era42c17321+sh256x27+state+fold op mix load=16 shfl=10 add=8 mad=6 mul=5 rotl=5 xor=5 or=3 rotr=3 sub=3; era stride mul 0xc619dd6b rot 14 interleave [2, 6, 8, 15] windows 2:1:0 17:2:0 18:1:1 19:0:0 22:2:3 24:2:3 25:2:3 26:2:0 37:1:0 38:2:3 40:1:1 44:0:0 49:2:2 58:0:0 59:1:1 62:1:1
+[2026-10-08T15:15:57Z] window layer: site item windows (first, items) (0x0,2^23) (0x0,2^22) (0x800000,2^23) (0x0,2^24) (0xc00000,2^22) (0xc00000,2^22) (0xc00000,2^22) (0x0,2^22) (0x0,2^23) (0xc00000,2^22) (0x800000,2^23) (0x0,2^24) (0x800000,2^22) (0x0,2^24) (0x800000,2^23) (0x800000,2^23); expected reads per item by quarter 30.000 14.000 30.000 54.000 (flat uniform 32.000)
+[2026-10-08T15:16:27Z] 131072 warps (4194304 nonces) interpreted in 30.5 s (1.863 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:16:27Z] p25-attack-f8 distinct lines per hash: n 4194304 min 1013 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8705
+[2026-10-08T15:16:27Z] p25-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9994
+[2026-10-08T15:16:27Z] p25-attack-f8 distinct lines per warp: n 131072 min 32572 p1 32604 median 32636 p99 32664 max 32691 mean 32635.6176
+[2026-10-08T15:16:27Z] p25-attack-f8 distinct items per warp: n 131072 min 4089 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4039
+[2026-10-08T15:16:27Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:16:27Z] positions: largest hi16-bucket (256 items) share 0.0079% at p44 (iteration 2, site 12, instr 49); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 2)
+[2026-10-08T15:16:27Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p113 (site 1, instr 17); saturated sources at one position 0 of 2048 at p0 (site 0, instr 2); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:16:28Z] p25-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 95 (bin 13997694) z_max +11.14 min 0 z_min -5.66 chi2/dof 7.37575 chi2_z +18466.15 top0.1% 0.24067% top0.5% 1.13403% top1% 2.20025%
+[2026-10-08T15:16:28Z] p25-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00027 largest 36 (item 0x495e1c) at +5.88 sigma smallest at -4.76; buckets64 chi2/dof 0.99911 largest 3717 (bucket 214589) at +4.44 sigma smallest at -4.22
+[2026-10-08T15:16:30Z] p25-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 101 (bin 16490936) z_max +12.20 min 0 z_min -5.66 chi2/dof 7.37405 chi2_z +18461.21 top0.1% 0.24077% top0.5% 1.13430% top1% 2.20085%
+[2026-10-08T15:16:30Z] p25-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99978 largest +6.40 sigma; buckets64 chi2/dof 0.99821 largest +5.34 smallest -4.58
+[2026-10-08T15:16:30Z] 6-sigma p25-attack-f8 items buckets64 against the window density: largest bucket +4.44 sigma, smallest -4.22 -> within 6 sigma
+[2026-10-08T15:16:30Z] hot-set p25-attack-f8 items (windowed control): f 0.1% S_f 0.24067% E_f(control) 0.24077% X_f -0.00010% X_f/f -0.0010 -> no hot set
+[2026-10-08T15:16:30Z] hot-set p25-attack-f8 items (windowed control): f 0.5% S_f 1.13403% E_f(control) 1.13430% X_f -0.00027% X_f/f -0.0005 -> no hot set
+[2026-10-08T15:16:30Z] hot-set p25-attack-f8 items (windowed control): f 1.0% S_f 2.20025% E_f(control) 2.20085% X_f -0.00060% X_f/f -0.0006 -> no hot set
+[2026-10-08T15:16:30Z] hot-set p25-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:16:32Z] p25-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 69 (bin 1831153) z_max +6.54 min 6 z_min -4.60 chi2/dof 0.99956 chi2_z -1.29 top0.1% 0.16455% top0.5% 0.77447% top1% 1.50142%
+[2026-10-08T15:16:32Z] hot-set p25-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.24067% E_f(control) 0.16455% X_f +0.07612% X_f/f +0.7612 -> no hot set
+[2026-10-08T15:16:32Z] hot-set p25-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 1.13403% E_f(control) 0.77447% X_f +0.35956% X_f/f +0.7191 -> no hot set
+[2026-10-08T15:16:32Z] hot-set p25-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 2.20025% E_f(control) 1.50142% X_f +0.69883% X_f/f +0.6988 -> no hot set
+[2026-10-08T15:16:32Z] hot-set p25-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:16:32Z] ratio p25-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 0.9996x / 0.9998x / 0.9997x (gate 1.2x at 0.1%: within); over the FLAT control 1.4626x / 1.4643x / 1.4654x
+[2026-10-08T15:16:33Z] attribution: hot threshold count >= 74 marks 23354 items (0.1392% of items) holding 1778795 reads (0.3313% of reads); top 8 items t=0xf5c888:95 t=0xd5967e:95 t=0xe2ced2:94 t=0xf99457:92 t=0xe40426:92 t=0xd7997c:92 t=0xcf5b60:92 t=0xf3d1c1:91
+[2026-10-08T15:16:49Z] attribution: reads on hot items per position (flat expectation 0.1392% of each position's 4194304 reads); the 24 largest: p54(it3 s6)=0.795% p53(it3 s5)=0.794% p102(it6 s6)=0.793% p4(it0 s4)=0.793% p9(it0 s9)=0.793% p85(it5 s5)=0.792% p41(it2 s9)=0.790% p5(it0 s5)=0.789% p25(it1 s9)=0.789% p38(it2 s6)=0.789% p69(it4 s5)=0.788% p70(it4 s6)=0.788% p36(it2 s4)=0.786% p84(it5 s4)=0.785% p116(it7 s4)=0.785% p20(it1 s4)=0.785% p73(it4 s9)=0.784% p86(it5 s6)=0.784% p22(it1 s6)=0.784% p52(it3 s4)=0.784% p100(it6 s4)=0.784% p21(it1 s5)=0.783% p68(it4 s4)=0.783% p121(it7 s9)=0.783%
+[2026-10-08T15:16:49Z] attribution: hot reads by iteration it0=0.333% it1=0.331% it2=0.332% it3=0.332% it4=0.331% it5=0.330% it6=0.331% it7=0.330% ; by site s0=0.000% s1=0.000% s2=0.393% s3=0.194% s4=0.785% s5=0.786% s6=0.787% s7=0.000% s8=0.000% s9=0.785% s10=0.392% s11=0.196% s12=0.000% s13=0.196% s14=0.392% s15=0.394%
+[2026-10-08T15:16:49Z] site 0 (instr 2, src r4, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1392%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:16:49Z] site 1 (instr 17, src r2, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1392%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:16:49Z] site 2 (instr 18, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3932% (flat expectation 0.1392%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:16:49Z] site 3 (instr 19, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1942% (flat expectation 0.1392%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:16:49Z] site 4 (instr 22, src r1, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.7855% (flat expectation 0.1392%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:16:49Z] site 5 (instr 24, src r7, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.7862% (flat expectation 0.1392%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:16:49Z] site 6 (instr 25, src r5, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.7866% (flat expectation 0.1392%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:16:49Z] site 7 (instr 26, src r6, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1392%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:16:49Z] site 8 (instr 37, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1392%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:16:49Z] site 9 (instr 38, src r6, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.7854% (flat expectation 0.1392%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:16:49Z] site 10 (instr 40, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3921% (flat expectation 0.1392%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:16:49Z] site 11 (instr 44, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1957% (flat expectation 0.1392%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:16:49Z] site 12 (instr 49, src r2, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1392%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:16:49Z] site 13 (instr 58, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1962% (flat expectation 0.1392%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:16:49Z] site 14 (instr 59, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3919% (flat expectation 0.1392%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:16:49Z] site 15 (instr 62, src r0, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3944% (flat expectation 0.1392%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:16:49Z] attribution: item 0xf5c888 (95 reads) read from positions p30(it1 s14)x5 p121(it7 s9)x4 p54(it3 s6)x4 p6(it0 s6)x3 p22(it1 s6)x3 p37(it2 s5)x3 p52(it3 s4)x3 p53(it3 s5)x3 p57(it3 s9)x3 p85(it5 s5)x3 p90(it5 s10)x3 p4(it0 s4)x3
+[2026-10-08T15:16:49Z] attribution: item 0xd5967e (95 reads) read from positions p47(it2 s15)x4 p53(it3 s5)x4 p105(it6 s9)x3 p4(it0 s4)x3 p34(it2 s2)x3 p86(it5 s6)x3 p2(it0 s2)x2 p14(it0 s14)x2 p21(it1 s5)x2 p25(it1 s9)x2 p27(it1 s11)x2 p31(it1 s15)x2
+[2026-10-08T15:16:49Z] attribution: item 0xe2ced2 (94 reads) read from positions p6(it0 s6)x6 p41(it2 s9)x5 p53(it3 s5)x4 p5(it0 s5)x3 p36(it2 s4)x3 p68(it4 s4)x3 p84(it5 s4)x3 p101(it6 s5)x3 p9(it0 s9)x2 p15(it0 s15)x2 p22(it1 s6)x2 p26(it1 s10)x2
+[2026-10-08T15:16:49Z] attribution: item 0xf99457 (92 reads) read from positions p6(it0 s6)x6 p20(it1 s4)x4 p89(it5 s9)x4 p100(it6 s4)x4 p117(it7 s5)x4 p22(it1 s6)x3 p25(it1 s9)x3 p36(it2 s4)x3 p50(it3 s2)x3 p78(it4 s14)x3 p111(it6 s15)x3 p121(it7 s9)x3
+[2026-10-08T15:16:49Z] attribution: item 0xe40426 (92 reads) read from positions p38(it2 s6)x4 p85(it5 s5)x4 p98(it6 s2)x4 p105(it6 s9)x4 p9(it0 s9)x3 p25(it1 s9)x3 p27(it1 s11)x3 p30(it1 s14)x3 p52(it3 s4)x3 p69(it4 s5)x3 p110(it6 s14)x3 p121(it7 s9)x3
+[2026-10-08T15:16:49Z] attribution: item 0xd7997c (92 reads) read from positions p4(it0 s4)x4 p26(it1 s10)x4 p6(it0 s6)x3 p21(it1 s5)x3 p37(it2 s5)x3 p68(it4 s4)x3 p73(it4 s9)x3 p101(it6 s5)x3 p118(it7 s6)x3 p126(it7 s14)x3 p3(it0 s3)x2 p9(it0 s9)x2
+[2026-10-08T15:16:49Z] attribution: item 0xcf5b60 (92 reads) read from positions p84(it5 s4)x6 p6(it0 s6)x4 p31(it1 s15)x4 p41(it2 s9)x4 p90(it5 s10)x4 p34(it2 s2)x3 p52(it3 s4)x3 p89(it5 s9)x3 p121(it7 s9)x2 p11(it0 s11)x2 p30(it1 s14)x2 p37(it2 s5)x2
+[2026-10-08T15:16:49Z] attribution: item 0xf3d1c1 (91 reads) read from positions p4(it0 s4)x3 p11(it0 s11)x3 p14(it0 s14)x3 p38(it2 s6)x3 p63(it3 s15)x3 p68(it4 s4)x3 p73(it4 s9)x3 p89(it5 s9)x3 p105(it6 s9)x3 p121(it7 s9)x3 p15(it0 s15)x2 p21(it1 s5)x2
+[2026-10-08T15:16:49Z] hottest item p25-attack-f8 (0xf5c888): 95 reads (0.0000% of all); predicted source none
+[2026-10-08T15:16:49Z] program p25-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:16:53Z] program p26-attack-f8: epoch seed 6dec36787b113f7afe8b37d56530234466c86920158fb4e8b594a803f970f24a era seed b63aa0da8df2b2d408aafbe7e3284d0597483f81e1ee4420e46e0a24dd1cc03b id f5fe88ca8c9502df attempt 1 class mx8-era5a786fb2+sh256x27+state+fold op mix load=16 add=10 mul=9 mad=7 shfl=5 sub=5 xor=5 rotl=3 mulhi=2 or=1 rotr=1; era stride mul 0x9f5f0bdb rot 19 interleave [2, 7, 11, 12] windows 12:1:1 13:1:1 16:0:0 18:0:0 23:1:1 26:2:3 29:1:1 31:2:2 36:0:0 38:1:1 40:1:1 51:2:3 53:1:0 56:0:0 62:0:0 63:1:0
+[2026-10-08T15:16:53Z] window layer: site item windows (first, items) (0x800000,2^23) (0x800000,2^23) (0x0,2^24) (0x0,2^24) (0x800000,2^23) (0xc00000,2^22) (0x800000,2^23) (0x800000,2^22) (0x0,2^24) (0x800000,2^23) (0x800000,2^23) (0xc00000,2^22) (0x0,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^23); expected reads per item by quarter 18.000 18.000 42.000 50.000 (flat uniform 32.000)
+[2026-10-08T15:17:35Z] 131072 warps (4194304 nonces) interpreted in 42.1 s (2.568 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:17:35Z] p26-attack-f8 distinct lines per hash: n 4194304 min 1008 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8706
+[2026-10-08T15:17:35Z] p26-attack-f8 distinct items per hash: n 4194304 min 126 p1 128 median 128 p99 128 max 128 mean 127.9994
+[2026-10-08T15:17:35Z] p26-attack-f8 distinct lines per warp: n 131072 min 32568 p1 32604 median 32636 p99 32664 max 32693 mean 32635.5377
+[2026-10-08T15:17:35Z] p26-attack-f8 distinct items per warp: n 131072 min 4089 p1 4093 median 4096 p99 4096 max 4096 mean 4095.3996
+[2026-10-08T15:17:35Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:17:35Z] positions: largest hi16-bucket (256 items) share 0.0080% at p107 (iteration 6, site 11, instr 51); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 12)
+[2026-10-08T15:17:35Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p70 (site 6, instr 29); saturated sources at one position 0 of 2048 at p0 (site 0, instr 12); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:17:35Z] p26-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 90 (bin 13957477) z_max +10.25 min 1 z_min -5.48 chi2/dof 7.43416 chi2_z +18635.30 top0.1% 0.22779% top0.5% 1.07005% top1% 2.07264%
+[2026-10-08T15:17:35Z] p26-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.07366 largest 49 (item 0x214c8a) at +7.31 sigma smallest at -4.67; buckets64 chi2/dof 1.00145 largest 1312 (bucket 75473) at +4.71 sigma smallest at -4.63
+[2026-10-08T15:17:37Z] p26-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 89 (bin 14302550) z_max +10.08 min 1 z_min -5.48 chi2/dof 7.37458 chi2_z +18462.76 top0.1% 0.22547% top0.5% 1.06107% top1% 2.05839%
+[2026-10-08T15:17:37Z] p26-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99987 largest +6.36 sigma; buckets64 chi2/dof 0.99889 largest +4.21 smallest -4.51
+[2026-10-08T15:17:37Z] 6-sigma p26-attack-f8 items buckets64 against the window density: largest bucket +4.71 sigma, smallest -4.63 -> within 6 sigma
+[2026-10-08T15:17:37Z] hot-set p26-attack-f8 items (windowed control): f 0.1% S_f 0.22779% E_f(control) 0.22547% X_f +0.00233% X_f/f +0.0233 -> no hot set
+[2026-10-08T15:17:37Z] hot-set p26-attack-f8 items (windowed control): f 0.5% S_f 1.07005% E_f(control) 1.06107% X_f +0.00898% X_f/f +0.0180 -> no hot set
+[2026-10-08T15:17:37Z] hot-set p26-attack-f8 items (windowed control): f 1.0% S_f 2.07264% E_f(control) 2.05839% X_f +0.01425% X_f/f +0.0143 -> no hot set
+[2026-10-08T15:17:37Z] hot-set p26-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:17:39Z] p26-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 69 (bin 7725511) z_max +6.54 min 7 z_min -4.42 chi2/dof 1.00040 chi2_z +1.15 top0.1% 0.16458% top0.5% 0.77439% top1% 1.50132%
+[2026-10-08T15:17:39Z] hot-set p26-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.22779% E_f(control) 0.16458% X_f +0.06322% X_f/f +0.6322 -> no hot set
+[2026-10-08T15:17:39Z] hot-set p26-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 1.07005% E_f(control) 0.77439% X_f +0.29566% X_f/f +0.5913 -> no hot set
+[2026-10-08T15:17:39Z] hot-set p26-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 2.07264% E_f(control) 1.50132% X_f +0.57132% X_f/f +0.5713 -> no hot set
+[2026-10-08T15:17:39Z] hot-set p26-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:17:39Z] ratio p26-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0103x / 1.0085x / 1.0069x (gate 1.2x at 0.1%: within); over the FLAT control 1.3841x / 1.3818x / 1.3805x
+[2026-10-08T15:17:40Z] attribution: hot threshold count >= 70 marks 22301 items (0.1329% of items) holding 1609642 reads (0.2998% of reads); top 8 items t=0xffe6cf:90 t=0xfaee64:90 t=0xd4f965:90 t=0xef5b33:89 t=0xe4faa4:89 t=0xdab657:89 t=0xc42061:89 t=0xf0af67:88
+[2026-10-08T15:18:00Z] attribution: reads on hot items per position (flat expectation 0.1329% of each position's 4194304 reads); the 24 largest: p5(it0 s5)=0.749% p117(it7 s5)=0.749% p43(it2 s11)=0.747% p123(it7 s11)=0.743% p53(it3 s5)=0.742% p101(it6 s5)=0.740% p85(it5 s5)=0.740% p21(it1 s5)=0.739% p107(it6 s11)=0.739% p27(it1 s11)=0.738% p91(it5 s11)=0.737% p75(it4 s11)=0.736% p59(it3 s11)=0.736% p37(it2 s5)=0.735% p69(it4 s5)=0.732% p11(it0 s11)=0.732% p68(it4 s4)=0.384% p86(it5 s6)=0.383% p122(it7 s10)=0.382% p105(it6 s9)=0.381% p97(it6 s1)=0.381% p65(it4 s1)=0.381% p1(it0 s1)=0.380% p73(it4 s9)=0.380%
+[2026-10-08T15:18:00Z] attribution: hot reads by iteration it0=0.300% it1=0.298% it2=0.300% it3=0.299% it4=0.300% it5=0.300% it6=0.301% it7=0.301% ; by site s0=0.375% s1=0.378% s2=0.293% s3=0.189% s4=0.376% s5=0.741% s6=0.377% s7=0.015% s8=0.188% s9=0.374% s10=0.375% s11=0.738% s12=0.000% s13=0.189% s14=0.188% s15=0.000%
+[2026-10-08T15:18:00Z] site 0 (instr 12, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3755% (flat expectation 0.1329%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:18:00Z] site 1 (instr 13, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3781% (flat expectation 0.1329%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:18:00Z] site 2 (instr 16, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2931% (flat expectation 0.1329%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:18:00Z] site 3 (instr 18, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1893% (flat expectation 0.1329%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:18:00Z] site 4 (instr 23, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3759% (flat expectation 0.1329%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:18:00Z] site 5 (instr 26, src r2, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.7408% (flat expectation 0.1329%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:18:00Z] site 6 (instr 29, src r0, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3767% (flat expectation 0.1329%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:18:00Z] site 7 (instr 31, src r7, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0145% (flat expectation 0.1329%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:18:00Z] site 8 (instr 36, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1878% (flat expectation 0.1329%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:18:00Z] site 9 (instr 38, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3742% (flat expectation 0.1329%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:18:00Z] site 10 (instr 40, src r0, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3752% (flat expectation 0.1329%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:18:00Z] site 11 (instr 51, src r4, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.7385% (flat expectation 0.1329%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:18:00Z] site 12 (instr 53, src r2, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1329%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:18:00Z] site 13 (instr 56, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1891% (flat expectation 0.1329%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:18:00Z] site 14 (instr 62, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1884% (flat expectation 0.1329%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:18:00Z] site 15 (instr 63, src r5, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1329%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:18:00Z] attribution: item 0xffe6cf (90 reads) read from positions p27(it1 s11)x4 p97(it6 s1)x4 p120(it7 s8)x3 p42(it2 s10)x3 p65(it4 s1)x3 p75(it4 s11)x3 p101(it6 s5)x3 p0(it0 s0)x2 p116(it7 s4)x2 p22(it1 s6)x2 p25(it1 s9)x2 p26(it1 s10)x2
+[2026-10-08T15:18:00Z] attribution: item 0xfaee64 (90 reads) read from positions p91(it5 s11)x5 p22(it1 s6)x3 p33(it2 s1)x3 p41(it2 s9)x3 p53(it3 s5)x3 p69(it4 s5)x3 p81(it5 s1)x3 p118(it7 s6)x3 p1(it0 s1)x2 p16(it1 s0)x2 p17(it1 s1)x2 p43(it2 s11)x2
+[2026-10-08T15:18:00Z] attribution: item 0xd4f965 (90 reads) read from positions p59(it3 s11)x6 p114(it7 s2)x6 p37(it2 s5)x4 p5(it0 s5)x3 p18(it1 s2)x3 p36(it2 s4)x3 p45(it2 s13)x3 p53(it3 s5)x3 p75(it4 s11)x3 p2(it0 s2)x2 p4(it0 s4)x2 p30(it1 s14)x2
+[2026-10-08T15:18:00Z] attribution: item 0xef5b33 (89 reads) read from positions p69(it4 s5)x5 p101(it6 s5)x5 p117(it7 s5)x5 p123(it7 s11)x4 p32(it2 s0)x3 p41(it2 s9)x3 p122(it7 s10)x3 p4(it0 s4)x2 p27(it1 s11)x2 p33(it2 s1)x2 p36(it2 s4)x2 p38(it2 s6)x2
+[2026-10-08T15:18:00Z] attribution: item 0xe4faa4 (89 reads) read from positions p54(it3 s6)x4 p11(it0 s11)x3 p26(it1 s10)x3 p70(it4 s6)x3 p75(it4 s11)x3 p123(it7 s11)x3 p125(it7 s13)x2 p8(it0 s8)x2 p19(it1 s3)x2 p34(it2 s2)x2 p38(it2 s6)x2 p42(it2 s10)x2
+[2026-10-08T15:18:00Z] attribution: item 0xdab657 (89 reads) read from positions p64(it4 s0)x4 p114(it7 s2)x4 p123(it7 s11)x4 p2(it0 s2)x3 p18(it1 s2)x3 p21(it1 s5)x3 p41(it2 s9)x3 p75(it4 s11)x3 p91(it5 s11)x3 p117(it7 s5)x3 p66(it4 s2)x2 p27(it1 s11)x2
+[2026-10-08T15:18:00Z] attribution: item 0xc42061 (89 reads) read from positions p54(it3 s6)x4 p75(it4 s11)x4 p106(it6 s10)x4 p123(it7 s11)x3 p37(it2 s5)x3 p43(it2 s11)x3 p53(it3 s5)x3 p58(it3 s10)x3 p73(it4 s9)x3 p66(it4 s2)x2 p101(it6 s5)x2 p16(it1 s0)x2
+[2026-10-08T15:18:00Z] attribution: item 0xf0af67 (88 reads) read from positions p75(it4 s11)x5 p11(it0 s11)x3 p69(it4 s5)x3 p117(it7 s5)x2 p5(it0 s5)x2 p21(it1 s5)x2 p24(it1 s8)x2 p32(it2 s0)x2 p34(it2 s2)x2 p37(it2 s5)x2 p38(it2 s6)x2 p49(it3 s1)x2
+[2026-10-08T15:18:00Z] hottest item p26-attack-f8 (0xffe6cf): 90 reads (0.0000% of all); predicted source none
+[2026-10-08T15:18:00Z] program p26-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:18:03Z] program p27-attack-f8: epoch seed f21a55035379ff8e1483e6e8360b946c6539fca60d4b95ae9a6c00d079ab0672 era seed b8fa171fbe2684a597b72fe402913c998dc75093a244e5f7fcb4a893cb1fb9a2 id 0fa03ec80e558317 attempt 6 class mx8-era0f2c01fb+sh256x27+state+fold op mix load=16 shfl=10 add=7 mul=6 mulhi=5 rotr=5 rotl=4 xor=4 mad=3 or=2 sub=2; era stride mul 0xab4deb19 rot 15 interleave [4, 5, 11, 13] windows 1:1:0 6:0:0 10:1:0 12:0:0 14:0:0 22:1:0 24:0:0 25:2:2 27:2:1 34:1:0 41:0:0 45:2:0 51:2:0 55:2:3 56:0:0 59:1:1
+[2026-10-08T15:18:03Z] window layer: site item windows (first, items) (0x0,2^23) (0x0,2^24) (0x0,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^23) (0x0,2^24) (0x800000,2^22) (0x400000,2^22) (0x0,2^23) (0x0,2^24) (0x0,2^22) (0x0,2^22) (0xc00000,2^22) (0x0,2^24) (0x800000,2^23); expected reads per item by quarter 44.000 36.000 24.000 24.000 (flat uniform 32.000)
+[2026-10-08T15:18:44Z] 131072 warps (4194304 nonces) interpreted in 40.7 s (2.483 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:18:44Z] p27-attack-f8 distinct lines per hash: n 4194304 min 983 p1 1008 median 1024 p99 1024 max 1024 mean 1021.8719
+[2026-10-08T15:18:44Z] p27-attack-f8 distinct items per hash: n 4194304 min 123 p1 126 median 128 p99 128 max 128 mean 127.7496
+[2026-10-08T15:18:44Z] p27-attack-f8 distinct lines per warp: n 131072 min 32446 p1 32509 median 32574 p99 32627 max 32661 mean 32572.6780
+[2026-10-08T15:18:44Z] p27-attack-f8 distinct items per warp: n 131072 min 4073 p1 4080 median 4088 p99 4093 max 4096 mean 4087.4726
+[2026-10-08T15:18:44Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:18:44Z] positions: largest hi16-bucket (256 items) share 0.0080% at p28 (iteration 1, site 12, instr 51); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 1)
+[2026-10-08T15:18:44Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p7 (site 7, instr 25); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:18:44Z] p27-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 81 (bin 1897113) z_max +8.66 min 4 z_min -4.95 chi2/dof 3.27542 chi2_z +6590.31 top0.1% 0.20389% top0.5% 0.95549% top1% 1.84866%
+[2026-10-08T15:18:44Z] p27-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.02371 largest 58 (item 0xa53643) at +6.94 sigma smallest at -4.67; buckets64 chi2/dof 1.00078 largest 2549 (bucket 86339) at +5.10 sigma smallest at -4.26
+[2026-10-08T15:18:46Z] p27-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 83 (bin 2010748) z_max +9.02 min 3 z_min -5.13 chi2/dof 3.24975 chi2_z +6515.97 top0.1% 0.20284% top0.5% 0.95093% top1% 1.84111%
+[2026-10-08T15:18:46Z] p27-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00035 largest +5.92 sigma; buckets64 chi2/dof 0.99755 largest +4.65 smallest -4.43
+[2026-10-08T15:18:46Z] 6-sigma p27-attack-f8 items buckets64 against the window density: largest bucket +5.10 sigma, smallest -4.26 -> within 6 sigma
+[2026-10-08T15:18:46Z] hot-set p27-attack-f8 items (windowed control): f 0.1% S_f 0.20389% E_f(control) 0.20284% X_f +0.00105% X_f/f +0.0105 -> no hot set
+[2026-10-08T15:18:46Z] hot-set p27-attack-f8 items (windowed control): f 0.5% S_f 0.95549% E_f(control) 0.95093% X_f +0.00456% X_f/f +0.0091 -> no hot set
+[2026-10-08T15:18:46Z] hot-set p27-attack-f8 items (windowed control): f 1.0% S_f 1.84866% E_f(control) 1.84111% X_f +0.00755% X_f/f +0.0075 -> no hot set
+[2026-10-08T15:18:46Z] hot-set p27-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:18:48Z] p27-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 65 (bin 10197036) z_max +5.83 min 6 z_min -4.60 chi2/dof 0.99912 chi2_z -2.56 top0.1% 0.16449% top0.5% 0.77436% top1% 1.50119%
+[2026-10-08T15:18:48Z] hot-set p27-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.20389% E_f(control) 0.16449% X_f +0.03940% X_f/f +0.3940 -> no hot set
+[2026-10-08T15:18:48Z] hot-set p27-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.95549% E_f(control) 0.77436% X_f +0.18112% X_f/f +0.3622 -> no hot set
+[2026-10-08T15:18:48Z] hot-set p27-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.84866% E_f(control) 1.50119% X_f +0.34746% X_f/f +0.3475 -> no hot set
+[2026-10-08T15:18:48Z] hot-set p27-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:18:48Z] ratio p27-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0052x / 1.0048x / 1.0041x (gate 1.2x at 0.1%: within); over the FLAT control 1.2395x / 1.2339x / 1.2315x
+[2026-10-08T15:18:49Z] attribution: hot threshold count >= 63 marks 19388 items (0.1156% of items) holding 1259130 reads (0.2345% of reads); top 8 items t=0x1cf299:81 t=0x292bac:80 t=0x28b587:80 t=0x215583:80 t=0x031753:80 t=0x3ce169:79 t=0x3b9adc:78 t=0x36f6ec:78
+[2026-10-08T15:19:08Z] attribution: reads on hot items per position (flat expectation 0.1156% of each position's 4194304 reads); the 24 largest: p107(it6 s11)=0.673% p60(it3 s12)=0.672% p124(it7 s12)=0.671% p43(it2 s11)=0.670% p59(it3 s11)=0.669% p44(it2 s12)=0.669% p123(it7 s11)=0.668% p76(it4 s12)=0.668% p75(it4 s11)=0.667% p108(it6 s12)=0.666% p12(it0 s12)=0.666% p11(it0 s11)=0.665% p91(it5 s11)=0.665% p27(it1 s11)=0.663% p28(it1 s12)=0.662% p92(it5 s12)=0.662% p5(it0 s5)=0.349% p37(it2 s5)=0.349% p21(it1 s5)=0.349% p69(it4 s5)=0.348% p98(it6 s2)=0.347% p18(it1 s2)=0.346% p117(it7 s5)=0.346% p53(it3 s5)=0.346%
+[2026-10-08T15:19:08Z] attribution: hot reads by iteration it0=0.234% it1=0.235% it2=0.235% it3=0.234% it4=0.235% it5=0.234% it6=0.234% it7=0.235% ; by site s0=0.342% s1=0.198% s2=0.344% s3=0.169% s4=0.169% s5=0.347% s6=0.168% s7=0.000% s8=0.008% s9=0.336% s10=0.168% s11=0.668% s12=0.667% s13=0.000% s14=0.170% s15=0.000%
+[2026-10-08T15:19:08Z] site 0 (instr 1, src r6, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3424% (flat expectation 0.1156%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:19:08Z] site 1 (instr 6, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1976% (flat expectation 0.1156%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:19:08Z] site 2 (instr 10, src r6, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3436% (flat expectation 0.1156%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:19:08Z] site 3 (instr 12, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1691% (flat expectation 0.1156%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:19:08Z] site 4 (instr 14, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1687% (flat expectation 0.1156%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:19:08Z] site 5 (instr 22, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3466% (flat expectation 0.1156%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:19:08Z] site 6 (instr 24, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1684% (flat expectation 0.1156%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:19:08Z] site 7 (instr 25, src r7, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1156%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:19:08Z] site 8 (instr 27, src r3, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0076% (flat expectation 0.1156%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:19:08Z] site 9 (instr 34, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3363% (flat expectation 0.1156%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:19:08Z] site 10 (instr 41, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1678% (flat expectation 0.1156%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:19:08Z] site 11 (instr 45, src r4, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6676% (flat expectation 0.1156%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:19:08Z] site 12 (instr 51, src r3, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6668% (flat expectation 0.1156%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:19:08Z] site 13 (instr 55, src r2, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1156%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:19:08Z] site 14 (instr 56, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1699% (flat expectation 0.1156%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:19:08Z] site 15 (instr 59, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1156%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:19:08Z] attribution: item 0x1cf299 (81 reads) read from positions p12(it0 s12)x5 p76(it4 s12)x5 p123(it7 s11)x4 p11(it0 s11)x4 p25(it1 s9)x4 p44(it2 s12)x4 p37(it2 s5)x3 p91(it5 s11)x3 p9(it0 s9)x2 p34(it2 s2)x2 p48(it3 s0)x2 p60(it3 s12)x2
+[2026-10-08T15:19:08Z] attribution: item 0x292bac (80 reads) read from positions p59(it3 s11)x4 p122(it7 s10)x3 p27(it1 s11)x3 p107(it6 s11)x3 p50(it3 s2)x2 p121(it7 s9)x2 p20(it1 s4)x2 p22(it1 s6)x2 p25(it1 s9)x2 p32(it2 s0)x2 p36(it2 s4)x2 p5(it0 s5)x2
+[2026-10-08T15:19:08Z] attribution: item 0x28b587 (80 reads) read from positions p12(it0 s12)x8 p92(it5 s12)x5 p59(it3 s11)x4 p124(it7 s12)x3 p27(it1 s11)x3 p44(it2 s12)x3 p108(it6 s12)x3 p0(it0 s0)x2 p123(it7 s11)x2 p28(it1 s12)x2 p32(it2 s0)x2 p37(it2 s5)x2
+[2026-10-08T15:19:08Z] attribution: item 0x215583 (80 reads) read from positions p115(it7 s3)x3 p44(it2 s12)x3 p57(it3 s9)x3 p0(it0 s0)x3 p113(it7 s1)x2 p124(it7 s12)x2 p32(it2 s0)x2 p34(it2 s2)x2 p38(it2 s6)x2 p48(it3 s0)x2 p60(it3 s12)x2 p64(it4 s0)x2
+[2026-10-08T15:19:08Z] attribution: item 0x031753 (80 reads) read from positions p44(it2 s12)x5 p27(it1 s11)x4 p43(it2 s11)x4 p57(it3 s9)x3 p60(it3 s12)x3 p90(it5 s10)x3 p108(it6 s12)x3 p123(it7 s11)x3 p5(it0 s5)x2 p9(it0 s9)x2 p10(it0 s10)x2 p18(it1 s2)x2
+[2026-10-08T15:19:08Z] attribution: item 0x3ce169 (79 reads) read from positions p75(it4 s11)x5 p12(it0 s12)x4 p60(it3 s12)x4 p18(it1 s2)x3 p25(it1 s9)x3 p107(it6 s11)x3 p124(it7 s12)x2 p26(it1 s10)x2 p28(it1 s12)x2 p32(it2 s0)x2 p34(it2 s2)x2 p37(it2 s5)x2
+[2026-10-08T15:19:08Z] attribution: item 0x3b9adc (78 reads) read from positions p107(it6 s11)x6 p108(it6 s12)x3 p20(it1 s4)x3 p59(it3 s11)x3 p73(it4 s9)x3 p105(it6 s9)x3 p60(it3 s12)x2 p123(it7 s11)x2 p28(it1 s12)x2 p37(it2 s5)x2 p43(it2 s11)x2 p52(it3 s4)x2
+[2026-10-08T15:19:08Z] attribution: item 0x36f6ec (78 reads) read from positions p91(it5 s11)x4 p124(it7 s12)x3 p27(it1 s11)x3 p60(it3 s12)x3 p75(it4 s11)x3 p76(it4 s12)x3 p101(it6 s5)x3 p59(it3 s11)x2 p16(it1 s0)x2 p22(it1 s6)x2 p28(it1 s12)x2 p46(it2 s14)x2
+[2026-10-08T15:19:08Z] hottest item p27-attack-f8 (0x1cf299): 81 reads (0.0000% of all); predicted source none
+[2026-10-08T15:19:08Z] program p27-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:19:12Z] program p28-attack-f8: epoch seed 0c5625ee7c9e721e1624038038cf255cab17101e7b0be28bf08b1f666fa265ae era seed 4fd9c0443b974a122c7aef9137055ae16f4c52656486796f0d4308a6837ec6e1 id 735a18143ebb34b7 attempt 0 class mx8-eraf18f3410+sh256x27+state+fold op mix load=16 add=9 mad=7 shfl=6 rotl=5 rotr=5 xor=5 mul=4 mulhi=4 sub=3; era stride mul 0x347b218b rot 26 interleave [0, 6, 12, 13] windows 1:1:1 7:0:0 9:2:1 11:0:0 14:0:0 24:0:0 25:2:2 26:1:0 34:2:3 37:0:0 40:2:0 44:2:1 50:1:1 51:0:0 53:2:1 58:1:1
+[2026-10-08T15:19:12Z] window layer: site item windows (first, items) (0x800000,2^23) (0x0,2^24) (0x400000,2^22) (0x0,2^24) (0x0,2^24) (0x0,2^24) (0x800000,2^22) (0x0,2^23) (0xc00000,2^22) (0x0,2^24) (0x0,2^22) (0x400000,2^22) (0x800000,2^23) (0x0,2^24) (0x400000,2^22) (0x800000,2^23); expected reads per item by quarter 24.000 40.000 32.000 32.000 (flat uniform 32.000)
+[2026-10-08T15:19:52Z] 131072 warps (4194304 nonces) interpreted in 40.4 s (2.468 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:19:52Z] p28-attack-f8 distinct lines per hash: n 4194304 min 1013 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8712
+[2026-10-08T15:19:52Z] p28-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:19:52Z] p28-attack-f8 distinct lines per warp: n 131072 min 32574 p1 32605 median 32637 p99 32664 max 32685 mean 32636.2343
+[2026-10-08T15:19:52Z] p28-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4826
+[2026-10-08T15:19:52Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:19:52Z] positions: largest hi16-bucket (256 items) share 0.0080% at p11 (iteration 0, site 11, instr 44); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 1)
+[2026-10-08T15:19:52Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p54 (site 6, instr 25); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:19:52Z] p28-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 75 (bin 7536538) z_max +7.60 min 4 z_min -4.95 chi2/dof 1.99952 chi2_z +2894.91 top0.1% 0.18748% top0.5% 0.87730% top1% 1.69707%
+[2026-10-08T15:19:53Z] p28-attack-f8 item histogram against the window density: full 2^24 chi2/dof 0.99958 largest 65 (item 0xa8fa4f) at +5.83 sigma smallest at -4.42; buckets64 chi2/dof 1.00000 largest 2286 (bucket 172986) at +5.26 sigma smallest at -4.87
+[2026-10-08T15:19:55Z] p28-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 77 (bin 6910839) z_max +7.95 min 3 z_min -5.13 chi2/dof 1.99988 chi2_z +2895.95 top0.1% 0.18740% top0.5% 0.87719% top1% 1.69708%
+[2026-10-08T15:19:55Z] p28-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99990 largest +6.12 sigma; buckets64 chi2/dof 0.99627 largest +4.86 smallest -4.64
+[2026-10-08T15:19:55Z] 6-sigma p28-attack-f8 items buckets64 against the window density: largest bucket +5.26 sigma, smallest -4.87 -> within 6 sigma
+[2026-10-08T15:19:55Z] hot-set p28-attack-f8 items (windowed control): f 0.1% S_f 0.18748% E_f(control) 0.18740% X_f +0.00008% X_f/f +0.0008 -> no hot set
+[2026-10-08T15:19:55Z] hot-set p28-attack-f8 items (windowed control): f 0.5% S_f 0.87730% E_f(control) 0.87719% X_f +0.00011% X_f/f +0.0002 -> no hot set
+[2026-10-08T15:19:55Z] hot-set p28-attack-f8 items (windowed control): f 1.0% S_f 1.69707% E_f(control) 1.69708% X_f -0.00001% X_f/f -0.0000 -> no hot set
+[2026-10-08T15:19:55Z] hot-set p28-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:19:57Z] p28-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 66 (bin 10920895) z_max +6.01 min 6 z_min -4.60 chi2/dof 1.00083 chi2_z +2.41 top0.1% 0.16456% top0.5% 0.77447% top1% 1.50154%
+[2026-10-08T15:19:57Z] hot-set p28-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.18748% E_f(control) 0.16456% X_f +0.02291% X_f/f +0.2291 -> no hot set
+[2026-10-08T15:19:57Z] hot-set p28-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.87730% E_f(control) 0.77447% X_f +0.10283% X_f/f +0.2057 -> no hot set
+[2026-10-08T15:19:57Z] hot-set p28-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.69707% E_f(control) 1.50154% X_f +0.19552% X_f/f +0.1955 -> no hot set
+[2026-10-08T15:19:57Z] hot-set p28-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:19:57Z] ratio p28-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0004x / 1.0001x / 1.0000x (gate 1.2x at 0.1%: within); over the FLAT control 1.1392x / 1.1328x / 1.1302x
+[2026-10-08T15:19:58Z] attribution: hot threshold count >= 58 marks 18618 items (0.1110% of items) holding 1113298 reads (0.2074% of reads); top 8 items t=0x72ff9a:75 t=0x7b39d1:74 t=0x707dd0:74 t=0x6d71b0:74 t=0x45034d:74 t=0x74139c:73 t=0x70c8e5:73 t=0x565b25:73
+[2026-10-08T15:20:18Z] attribution: reads on hot items per position (flat expectation 0.1110% of each position's 4194304 reads); the 24 largest: p94(it5 s14)=0.666% p91(it5 s11)=0.665% p98(it6 s2)=0.663% p14(it0 s14)=0.662% p30(it1 s14)=0.661% p123(it7 s11)=0.661% p18(it1 s2)=0.659% p62(it3 s14)=0.658% p66(it4 s2)=0.658% p82(it5 s2)=0.657% p34(it2 s2)=0.657% p75(it4 s11)=0.656% p46(it2 s14)=0.656% p43(it2 s11)=0.656% p114(it7 s2)=0.655% p59(it3 s11)=0.655% p107(it6 s11)=0.655% p27(it1 s11)=0.654% p11(it0 s11)=0.653% p50(it3 s2)=0.653% p2(it0 s2)=0.653% p126(it7 s14)=0.652% p78(it4 s14)=0.648% p110(it6 s14)=0.645%
+[2026-10-08T15:20:18Z] attribution: hot reads by iteration it0=0.207% it1=0.207% it2=0.207% it3=0.207% it4=0.207% it5=0.208% it6=0.207% it7=0.207% ; by site s0=0.004% s1=0.167% s2=0.657% s3=0.166% s4=0.166% s5=0.166% s6=0.005% s7=0.329% s8=0.004% s9=0.167% s10=0.000% s11=0.657% s12=0.005% s13=0.166% s14=0.656% s15=0.004%
+[2026-10-08T15:20:18Z] site 0 (instr 1, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0044% (flat expectation 0.1110%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:20:18Z] site 1 (instr 7, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1667% (flat expectation 0.1110%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:20:18Z] site 2 (instr 9, src r1, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.6569% (flat expectation 0.1110%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:20:18Z] site 3 (instr 11, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1657% (flat expectation 0.1110%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:20:18Z] site 4 (instr 14, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1664% (flat expectation 0.1110%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:20:18Z] site 5 (instr 24, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1657% (flat expectation 0.1110%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:20:18Z] site 6 (instr 25, src r7, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0047% (flat expectation 0.1110%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:20:18Z] site 7 (instr 26, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3288% (flat expectation 0.1110%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:20:18Z] site 8 (instr 34, src r6, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0041% (flat expectation 0.1110%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:20:18Z] site 9 (instr 37, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1666% (flat expectation 0.1110%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:20:18Z] site 10 (instr 40, src r1, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1110%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:20:18Z] site 11 (instr 44, src r2, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.6568% (flat expectation 0.1110%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:20:18Z] site 12 (instr 50, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0045% (flat expectation 0.1110%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:20:18Z] site 13 (instr 51, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1663% (flat expectation 0.1110%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:20:18Z] site 14 (instr 53, src r6, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.6560% (flat expectation 0.1110%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:20:18Z] site 15 (instr 58, src r2, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0044% (flat expectation 0.1110%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:20:18Z] attribution: item 0x72ff9a (75 reads) read from positions p30(it1 s14)x7 p34(it2 s2)x4 p78(it4 s14)x4 p123(it7 s11)x4 p18(it1 s2)x3 p39(it2 s7)x3 p50(it3 s2)x3 p91(it5 s11)x3 p110(it6 s14)x3 p126(it7 s14)x2 p4(it0 s4)x2 p11(it0 s11)x2
+[2026-10-08T15:20:18Z] attribution: item 0x7b39d1 (74 reads) read from positions p94(it5 s14)x5 p11(it0 s11)x4 p4(it0 s4)x3 p18(it1 s2)x3 p43(it2 s11)x3 p46(it2 s14)x3 p51(it3 s3)x3 p57(it3 s9)x3 p62(it3 s14)x3 p66(it4 s2)x3 p78(it4 s14)x3 p91(it5 s11)x3
+[2026-10-08T15:20:18Z] attribution: item 0x707dd0 (74 reads) read from positions p11(it0 s11)x5 p14(it0 s14)x4 p114(it7 s2)x4 p18(it1 s2)x3 p50(it3 s2)x3 p82(it5 s2)x3 p94(it5 s14)x3 p98(it6 s2)x3 p126(it7 s14)x3 p66(it4 s2)x2 p17(it1 s1)x2 p78(it4 s14)x2
+[2026-10-08T15:20:18Z] attribution: item 0x6d71b0 (74 reads) read from positions p103(it6 s7)x5 p46(it2 s14)x4 p14(it0 s14)x3 p23(it1 s7)x3 p30(it1 s14)x3 p43(it2 s11)x3 p126(it7 s14)x2 p13(it0 s13)x2 p21(it1 s5)x2 p34(it2 s2)x2 p37(it2 s5)x2 p39(it2 s7)x2
+[2026-10-08T15:20:18Z] attribution: item 0x45034d (74 reads) read from positions p78(it4 s14)x5 p34(it2 s2)x4 p62(it3 s14)x4 p94(it5 s14)x4 p98(it6 s2)x4 p14(it0 s14)x3 p82(it5 s2)x3 p87(it5 s7)x3 p2(it0 s2)x3 p123(it7 s11)x3 p11(it0 s11)x2 p17(it1 s1)x2
+[2026-10-08T15:20:18Z] attribution: item 0x74139c (73 reads) read from positions p30(it1 s14)x4 p50(it3 s2)x4 p91(it5 s11)x4 p2(it0 s2)x3 p46(it2 s14)x3 p59(it3 s11)x3 p78(it4 s14)x3 p98(it6 s2)x3 p107(it6 s11)x3 p11(it0 s11)x2 p66(it4 s2)x2 p93(it5 s13)x2
+[2026-10-08T15:20:18Z] attribution: item 0x70c8e5 (73 reads) read from positions p5(it0 s5)x3 p11(it0 s11)x3 p14(it0 s14)x3 p43(it2 s11)x3 p94(it5 s14)x3 p126(it7 s14)x3 p2(it0 s2)x2 p18(it1 s2)x2 p34(it2 s2)x2 p35(it2 s3)x2 p37(it2 s5)x2 p39(it2 s7)x2
+[2026-10-08T15:20:18Z] attribution: item 0x565b25 (73 reads) read from positions p30(it1 s14)x5 p59(it3 s11)x4 p119(it7 s7)x3 p21(it1 s5)x3 p34(it2 s2)x3 p66(it4 s2)x3 p82(it5 s2)x3 p84(it5 s4)x3 p14(it0 s14)x2 p17(it1 s1)x2 p25(it1 s9)x2 p29(it1 s13)x2
+[2026-10-08T15:20:18Z] hottest item p28-attack-f8 (0x72ff9a): 75 reads (0.0000% of all); predicted source none
+[2026-10-08T15:20:18Z] program p28-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:20:21Z] program p29-attack-f8: epoch seed 7d7e131e5018c707926e608ebe0956cb78afc3f32b2c4cae3edc5dbf64bbc616 era seed da985cca265c3db28d22ba96b335dadc64e9036cfc46454f47994516c94598cb id 61b371321eb6b954 attempt 0 class mx8-era4bbbf36c+sh256x27+state+fold op mix load=16 sub=9 mulhi=7 mul=6 rotl=5 xor=5 add=4 or=4 mad=3 shfl=3 rotr=2; era stride mul 0xe597ba17 rot 25 interleave [4, 5, 9, 14] windows 5:2:3 6:1:0 7:1:0 11:0:0 16:1:1 21:1:1 34:0:0 38:0:0 42:0:0 43:1:1 47:0:0 50:1:0 53:1:1 58:0:0 59:2:0 60:1:0
+[2026-10-08T15:20:21Z] window layer: site item windows (first, items) (0xc00000,2^22) (0x0,2^23) (0x0,2^23) (0x0,2^24) (0x800000,2^23) (0x800000,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^24) (0x800000,2^23) (0x0,2^24) (0x0,2^23) (0x800000,2^23) (0x0,2^24) (0x0,2^22) (0x0,2^23); expected reads per item by quarter 36.000 28.000 28.000 36.000 (flat uniform 32.000)
+[2026-10-08T15:21:02Z] 131072 warps (4194304 nonces) interpreted in 40.7 s (2.485 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:21:02Z] p29-attack-f8 distinct lines per hash: n 4194304 min 1008 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8712
+[2026-10-08T15:21:02Z] p29-attack-f8 distinct items per hash: n 4194304 min 126 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:21:02Z] p29-attack-f8 distinct lines per warp: n 131072 min 32569 p1 32605 median 32637 p99 32664 max 32691 mean 32636.3214
+[2026-10-08T15:21:02Z] p29-attack-f8 distinct items per warp: n 131072 min 4091 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4944
+[2026-10-08T15:21:02Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:21:02Z] positions: largest hi16-bucket (256 items) share 0.0079% at p16 (iteration 1, site 0, instr 5); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 5)
+[2026-10-08T15:21:02Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p5 (site 5, instr 21); saturated sources at one position 0 of 2048 at p0 (site 0, instr 5); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:21:02Z] p29-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 74 (bin 14664738) z_max +7.42 min 5 z_min -4.77 chi2/dof 1.50042 chi2_z +1449.38 top0.1% 0.17658% top0.5% 0.82809% top1% 1.60397%
+[2026-10-08T15:21:02Z] p29-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00053 largest 74 (item 0xdfc422) at +6.33 sigma smallest at -4.35; buckets64 chi2/dof 1.03202 largest 2003 (bucket 175234) at +4.98 sigma smallest at -4.37
+[2026-10-08T15:21:04Z] p29-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 70 (bin 14517762) z_max +6.72 min 5 z_min -4.77 chi2/dof 1.50016 chi2_z +1448.62 top0.1% 0.17642% top0.5% 0.82777% top1% 1.60347%
+[2026-10-08T15:21:04Z] p29-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00067 largest +6.61 sigma; buckets64 chi2/dof 0.99837 largest +4.83 smallest -4.23
+[2026-10-08T15:21:04Z] 6-sigma p29-attack-f8 items buckets64 against the window density: largest bucket +4.98 sigma, smallest -4.37 -> within 6 sigma
+[2026-10-08T15:21:04Z] hot-set p29-attack-f8 items (windowed control): f 0.1% S_f 0.17658% E_f(control) 0.17642% X_f +0.00016% X_f/f +0.0016 -> no hot set
+[2026-10-08T15:21:04Z] hot-set p29-attack-f8 items (windowed control): f 0.5% S_f 0.82809% E_f(control) 0.82777% X_f +0.00032% X_f/f +0.0006 -> no hot set
+[2026-10-08T15:21:04Z] hot-set p29-attack-f8 items (windowed control): f 1.0% S_f 1.60397% E_f(control) 1.60347% X_f +0.00050% X_f/f +0.0005 -> no hot set
+[2026-10-08T15:21:04Z] hot-set p29-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:21:06Z] p29-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 67 (bin 212093) z_max +6.19 min 6 z_min -4.60 chi2/dof 0.99974 chi2_z -0.74 top0.1% 0.16453% top0.5% 0.77416% top1% 1.50104%
+[2026-10-08T15:21:06Z] hot-set p29-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.17658% E_f(control) 0.16453% X_f +0.01205% X_f/f +0.1205 -> no hot set
+[2026-10-08T15:21:06Z] hot-set p29-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.82809% E_f(control) 0.77416% X_f +0.05393% X_f/f +0.1079 -> no hot set
+[2026-10-08T15:21:06Z] hot-set p29-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.60397% E_f(control) 1.50104% X_f +0.10293% X_f/f +0.1029 -> no hot set
+[2026-10-08T15:21:06Z] hot-set p29-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:21:06Z] ratio p29-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0009x / 1.0004x / 1.0003x (gate 1.2x at 0.1%: within); over the FLAT control 1.0732x / 1.0697x / 1.0686x
+[2026-10-08T15:21:07Z] attribution: hot threshold count >= 54 marks 25575 items (0.1524% of items) holding 1423103 reads (0.2651% of reads); top 8 items t=0xdfc422:74 t=0xecdcb1:73 t=0x278f31:73 t=0x287c2b:72 t=0xf2f326:71 t=0xee4a6c:70 t=0xea7af0:70 t=0x309c4e:70
+[2026-10-08T15:21:26Z] attribution: reads on hot items per position (flat expectation 0.1524% of each position's 4194304 reads); the 24 largest: p80(it5 s0)=0.476% p94(it5 s14)=0.474% p46(it2 s14)=0.473% p30(it1 s14)=0.473% p78(it4 s14)=0.472% p62(it3 s14)=0.472% p126(it7 s14)=0.471% p0(it0 s0)=0.471% p112(it7 s0)=0.470% p16(it1 s0)=0.470% p14(it0 s14)=0.470% p32(it2 s0)=0.470% p110(it6 s14)=0.469% p96(it6 s0)=0.468% p64(it4 s0)=0.467% p48(it3 s0)=0.467% p37(it2 s5)=0.243% p121(it7 s9)=0.241% p119(it7 s7)=0.241% p100(it6 s4)=0.240% p15(it0 s15)=0.240% p67(it4 s3)=0.240% p69(it4 s5)=0.240% p20(it1 s4)=0.240%
+[2026-10-08T15:21:26Z] attribution: hot reads by iteration it0=0.265% it1=0.266% it2=0.265% it3=0.265% it4=0.265% it5=0.265% it6=0.265% it7=0.266% ; by site s0=0.470% s1=0.236% s2=0.235% s3=0.236% s4=0.236% s5=0.238% s6=0.234% s7=0.236% s8=0.235% s9=0.236% s10=0.236% s11=0.235% s12=0.237% s13=0.235% s14=0.472% s15=0.236%
+[2026-10-08T15:21:26Z] site 0 (instr 5, src r0, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.4699% (flat expectation 0.1524%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:21:26Z] site 1 (instr 6, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2356% (flat expectation 0.1524%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:21:26Z] site 2 (instr 7, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2352% (flat expectation 0.1524%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:21:26Z] site 3 (instr 11, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2360% (flat expectation 0.1524%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:21:26Z] site 4 (instr 16, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2362% (flat expectation 0.1524%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:21:26Z] site 5 (instr 21, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2376% (flat expectation 0.1524%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:21:26Z] site 6 (instr 34, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2343% (flat expectation 0.1524%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:21:26Z] site 7 (instr 38, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2358% (flat expectation 0.1524%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:21:26Z] site 8 (instr 42, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2349% (flat expectation 0.1524%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:21:26Z] site 9 (instr 43, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2356% (flat expectation 0.1524%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:21:26Z] site 10 (instr 47, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2363% (flat expectation 0.1524%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:21:26Z] site 11 (instr 50, src r1, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2346% (flat expectation 0.1524%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:21:26Z] site 12 (instr 53, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.2366% (flat expectation 0.1524%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:21:26Z] site 13 (instr 58, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2351% (flat expectation 0.1524%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:21:26Z] site 14 (instr 59, src r7, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.4719% (flat expectation 0.1524%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:21:26Z] site 15 (instr 60, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2358% (flat expectation 0.1524%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:21:26Z] attribution: item 0xdfc422 (74 reads) read from positions p116(it7 s4)x5 p44(it2 s12)x4 p12(it0 s12)x3 p32(it2 s0)x3 p64(it4 s0)x3 p80(it5 s0)x3 p92(it5 s12)x3 p16(it1 s0)x2 p25(it1 s9)x2 p48(it3 s0)x2 p52(it3 s4)x2 p57(it3 s9)x2
+[2026-10-08T15:21:26Z] attribution: item 0xecdcb1 (73 reads) read from positions p48(it3 s0)x6 p4(it0 s4)x3 p80(it5 s0)x3 p112(it7 s0)x3 p124(it7 s12)x3 p7(it0 s7)x2 p28(it1 s12)x2 p42(it2 s10)x2 p45(it2 s13)x2 p53(it3 s5)x2 p60(it3 s12)x2 p64(it4 s0)x2
+[2026-10-08T15:21:26Z] attribution: item 0x278f31 (73 reads) read from positions p2(it0 s2)x3 p14(it0 s14)x3 p62(it3 s14)x3 p63(it3 s15)x3 p75(it4 s11)x3 p82(it5 s2)x3 p1(it0 s1)x3 p127(it7 s15)x3 p94(it5 s14)x2 p126(it7 s14)x2 p50(it3 s2)x2 p59(it3 s11)x2
+[2026-10-08T15:21:26Z] attribution: item 0x287c2b (72 reads) read from positions p46(it2 s14)x5 p59(it3 s11)x3 p94(it5 s14)x3 p123(it7 s11)x2 p13(it0 s13)x2 p35(it2 s3)x2 p43(it2 s11)x2 p47(it2 s15)x2 p55(it3 s7)x2 p62(it3 s14)x2 p65(it4 s1)x2 p71(it4 s7)x2
+[2026-10-08T15:21:26Z] attribution: item 0xf2f326 (71 reads) read from positions p52(it3 s4)x5 p105(it6 s9)x5 p12(it0 s12)x3 p16(it1 s0)x3 p32(it2 s0)x3 p80(it5 s0)x3 p96(it6 s0)x3 p117(it7 s5)x3 p120(it7 s8)x2 p21(it1 s5)x2 p40(it2 s8)x2 p70(it4 s6)x2
+[2026-10-08T15:21:26Z] attribution: item 0xee4a6c (70 reads) read from positions p53(it3 s5)x4 p64(it4 s0)x4 p80(it5 s0)x3 p5(it0 s5)x3 p104(it6 s8)x2 p121(it7 s9)x2 p48(it3 s0)x2 p69(it4 s5)x2 p89(it5 s9)x2 p93(it5 s13)x2 p96(it6 s0)x2 p115(it7 s3)x2
+[2026-10-08T15:21:26Z] attribution: item 0xea7af0 (70 reads) read from positions p32(it2 s0)x6 p80(it5 s0)x4 p112(it7 s0)x3 p9(it0 s9)x3 p12(it0 s12)x3 p57(it3 s9)x3 p68(it4 s4)x2 p100(it6 s4)x2 p22(it1 s6)x2 p8(it0 s8)x2 p36(it2 s4)x2 p37(it2 s5)x2
+[2026-10-08T15:21:26Z] attribution: item 0x309c4e (70 reads) read from positions p14(it0 s14)x4 p62(it3 s14)x4 p78(it4 s14)x4 p126(it7 s14)x4 p98(it6 s2)x3 p11(it0 s11)x2 p17(it1 s1)x2 p30(it1 s14)x2 p34(it2 s2)x2 p42(it2 s10)x2 p46(it2 s14)x2 p50(it3 s2)x2
+[2026-10-08T15:21:26Z] hottest item p29-attack-f8 (0xdfc422): 74 reads (0.0000% of all); predicted source none
+[2026-10-08T15:21:26Z] program p29-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:21:30Z] program p30-attack-f8: epoch seed ab7cd3cd0869be5274ceb894a768e82d2f4d97d33833f7746864138744b7c559 era seed e1de2b867d7439f7e80693cec571bf3b22c8dd27a5e1120209515a5080585e8e id 0496c6285c5016e1 attempt 0 class mx8-era8907e324+sh256x27+state+fold op mix load=16 add=11 mulhi=8 xor=8 rotr=5 rotl=4 sub=4 mad=3 mul=3 or=1 shfl=1; era stride mul 0xac8f1c1b rot 18 interleave [3, 4, 11, 12] windows 3:2:0 5:0:0 13:2:0 15:2:1 16:0:0 17:2:0 18:0:0 22:0:0 25:1:0 26:0:0 27:0:0 33:0:0 36:2:3 43:0:0 48:0:0 50:1:0
+[2026-10-08T15:21:30Z] window layer: site item windows (first, items) (0x0,2^22) (0x0,2^24) (0x0,2^22) (0x400000,2^22) (0x0,2^24) (0x0,2^22) (0x0,2^24) (0x0,2^24) (0x0,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^24) (0xc00000,2^22) (0x0,2^24) (0x0,2^24) (0x0,2^23); expected reads per item by quarter 50.000 34.000 18.000 26.000 (flat uniform 32.000)
+[2026-10-08T15:22:11Z] 131072 warps (4194304 nonces) interpreted in 41.2 s (2.517 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:22:11Z] p30-attack-f8 distinct lines per hash: n 4194304 min 998 p1 1016 median 1024 p99 1024 max 1024 mean 1023.4182
+[2026-10-08T15:22:11Z] p30-attack-f8 distinct items per hash: n 4194304 min 125 p1 127 median 128 p99 128 max 128 mean 127.9429
+[2026-10-08T15:22:11Z] p30-attack-f8 distinct lines per warp: n 131072 min 32527 p1 32580 median 32622 p99 32656 max 32679 mean 32621.4362
+[2026-10-08T15:22:11Z] p30-attack-f8 distinct items per warp: n 131072 min 4085 p1 4089 median 4094 p99 4096 max 4096 mean 4093.6194
+[2026-10-08T15:22:11Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:22:11Z] positions: largest hi16-bucket (256 items) share 0.0080% at p2 (iteration 0, site 2, instr 13); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 3)
+[2026-10-08T15:22:11Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p41 (site 9, instr 26); saturated sources at one position 0 of 2048 at p0 (site 0, instr 3); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:22:11Z] p30-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 90 (bin 3893732) z_max +10.25 min 0 z_min -5.66 chi2/dof 5.37607 chi2_z +12674.46 top0.1% 0.22569% top0.5% 1.06117% top1% 2.05776%
+[2026-10-08T15:22:11Z] p30-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00063 largest 55 (item 0xebe684) at +5.69 sigma smallest at -4.31; buckets64 chi2/dof 1.00108 largest 2400 (bucket 84645) at +4.80 sigma smallest at -4.36
+[2026-10-08T15:22:14Z] p30-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 88 (bin 2489228) z_max +9.90 min 2 z_min -5.30 chi2/dof 5.37369 chi2_z +12667.57 top0.1% 0.22558% top0.5% 1.06084% top1% 2.05710%
+[2026-10-08T15:22:14Z] p30-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99919 largest +6.08 sigma; buckets64 chi2/dof 0.99635 largest +4.71 smallest -4.17
+[2026-10-08T15:22:14Z] 6-sigma p30-attack-f8 items buckets64 against the window density: largest bucket +4.80 sigma, smallest -4.36 -> within 6 sigma
+[2026-10-08T15:22:14Z] hot-set p30-attack-f8 items (windowed control): f 0.1% S_f 0.22569% E_f(control) 0.22558% X_f +0.00011% X_f/f +0.0011 -> no hot set
+[2026-10-08T15:22:14Z] hot-set p30-attack-f8 items (windowed control): f 0.5% S_f 1.06117% E_f(control) 1.06084% X_f +0.00033% X_f/f +0.0007 -> no hot set
+[2026-10-08T15:22:14Z] hot-set p30-attack-f8 items (windowed control): f 1.0% S_f 2.05776% E_f(control) 2.05710% X_f +0.00065% X_f/f +0.0007 -> no hot set
+[2026-10-08T15:22:14Z] hot-set p30-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:22:16Z] p30-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 69 (bin 8710271) z_max +6.54 min 6 z_min -4.60 chi2/dof 0.99959 chi2_z -1.19 top0.1% 0.16457% top0.5% 0.77431% top1% 1.50118%
+[2026-10-08T15:22:16Z] hot-set p30-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.22569% E_f(control) 0.16457% X_f +0.06112% X_f/f +0.6112 -> no hot set
+[2026-10-08T15:22:16Z] hot-set p30-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 1.06117% E_f(control) 0.77431% X_f +0.28687% X_f/f +0.5737 -> no hot set
+[2026-10-08T15:22:16Z] hot-set p30-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 2.05776% E_f(control) 1.50118% X_f +0.55657% X_f/f +0.5566 -> no hot set
+[2026-10-08T15:22:16Z] hot-set p30-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:22:16Z] ratio p30-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0005x / 1.0003x / 1.0003x (gate 1.2x at 0.1%: within); over the FLAT control 1.3714x / 1.3705x / 1.3708x
+[2026-10-08T15:22:18Z] attribution: hot threshold count >= 70 marks 18351 items (0.1094% of items) holding 1321840 reads (0.2462% of reads); top 8 items t=0x3b69e4:90 t=0x057d70:88 t=0x001601:88 t=0x16dc6b:87 t=0x02a693:87 t=0x363d59:86 t=0x35cb8a:86 t=0x3038e4:86
+[2026-10-08T15:22:37Z] attribution: reads on hot items per position (flat expectation 0.1094% of each position's 4194304 reads); the 24 largest: p50(it3 s2)=0.639% p18(it1 s2)=0.636% p66(it4 s2)=0.635% p117(it7 s5)=0.633% p80(it5 s0)=0.633% p114(it7 s2)=0.633% p101(it6 s5)=0.633% p69(it4 s5)=0.632% p98(it6 s2)=0.632% p32(it2 s0)=0.632% p16(it1 s0)=0.631% p5(it0 s5)=0.631% p112(it7 s0)=0.630% p34(it2 s2)=0.630% p53(it3 s5)=0.628% p48(it3 s0)=0.628% p82(it5 s2)=0.628% p2(it0 s2)=0.627% p21(it1 s5)=0.627% p64(it4 s0)=0.626% p96(it6 s0)=0.626% p85(it5 s5)=0.625% p37(it2 s5)=0.623% p0(it0 s0)=0.621%
+[2026-10-08T15:22:37Z] attribution: hot reads by iteration it0=0.245% it1=0.247% it2=0.246% it3=0.247% it4=0.246% it5=0.246% it6=0.246% it7=0.247% ; by site s0=0.628% s1=0.157% s2=0.632% s3=0.000% s4=0.157% s5=0.629% s6=0.157% s7=0.157% s8=0.316% s9=0.157% s10=0.157% s11=0.159% s12=0.000% s13=0.158% s14=0.158% s15=0.316%
+[2026-10-08T15:22:37Z] site 0 (instr 3, src r2, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6284% (flat expectation 0.1094%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:22:37Z] site 1 (instr 5, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1574% (flat expectation 0.1094%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:22:37Z] site 2 (instr 13, src r7, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6325% (flat expectation 0.1094%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:22:37Z] site 3 (instr 15, src r2, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1094%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:22:37Z] site 4 (instr 16, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1573% (flat expectation 0.1094%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:22:37Z] site 5 (instr 17, src r1, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.6291% (flat expectation 0.1094%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:22:37Z] site 6 (instr 18, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1571% (flat expectation 0.1094%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:22:37Z] site 7 (instr 22, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1574% (flat expectation 0.1094%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:22:37Z] site 8 (instr 25, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3157% (flat expectation 0.1094%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:22:37Z] site 9 (instr 26, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1574% (flat expectation 0.1094%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:22:37Z] site 10 (instr 27, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1571% (flat expectation 0.1094%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:22:37Z] site 11 (instr 33, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1585% (flat expectation 0.1094%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:22:37Z] site 12 (instr 36, src r0, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1094%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:22:37Z] site 13 (instr 43, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1577% (flat expectation 0.1094%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:22:37Z] site 14 (instr 48, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1580% (flat expectation 0.1094%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:22:37Z] site 15 (instr 50, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.3160% (flat expectation 0.1094%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:22:37Z] attribution: item 0x3b69e4 (90 reads) read from positions p101(it6 s5)x6 p21(it1 s5)x6 p59(it3 s11)x4 p82(it5 s2)x4 p5(it0 s5)x3 p37(it2 s5)x3 p64(it4 s0)x3 p85(it5 s5)x3 p0(it0 s0)x2 p120(it7 s8)x2 p32(it2 s0)x2 p20(it1 s4)x2
+[2026-10-08T15:22:37Z] attribution: item 0x057d70 (88 reads) read from positions p37(it2 s5)x4 p56(it3 s8)x4 p101(it6 s5)x3 p57(it3 s9)x3 p69(it4 s5)x3 p79(it4 s15)x3 p0(it0 s0)x2 p16(it1 s0)x2 p18(it1 s2)x2 p32(it2 s0)x2 p36(it2 s4)x2 p42(it2 s10)x2
+[2026-10-08T15:22:37Z] attribution: item 0x001601 (88 reads) read from positions p0(it0 s0)x4 p18(it1 s2)x3 p48(it3 s0)x3 p109(it6 s13)x2 p121(it7 s9)x2 p13(it0 s13)x2 p32(it2 s0)x2 p33(it2 s1)x2 p34(it2 s2)x2 p41(it2 s9)x2 p53(it3 s5)x2 p65(it4 s1)x2
+[2026-10-08T15:22:37Z] attribution: item 0x16dc6b (87 reads) read from positions p34(it2 s2)x4 p101(it6 s5)x3 p2(it0 s2)x3 p24(it1 s8)x3 p25(it1 s9)x3 p36(it2 s4)x3 p53(it3 s5)x3 p79(it4 s15)x3 p80(it5 s0)x3 p95(it5 s15)x3 p50(it3 s2)x2 p121(it7 s9)x2
+[2026-10-08T15:22:37Z] attribution: item 0x02a693 (87 reads) read from positions p5(it0 s5)x5 p82(it5 s2)x5 p117(it7 s5)x3 p21(it1 s5)x3 p34(it2 s2)x3 p56(it3 s8)x3 p88(it5 s8)x3 p59(it3 s11)x2 p18(it1 s2)x2 p30(it1 s14)x2 p37(it2 s5)x2 p50(it3 s2)x2
+[2026-10-08T15:22:37Z] attribution: item 0x363d59 (86 reads) read from positions p2(it0 s2)x4 p112(it7 s0)x4 p36(it2 s4)x3 p53(it3 s5)x3 p91(it5 s11)x3 p24(it1 s8)x2 p32(it2 s0)x2 p34(it2 s2)x2 p38(it2 s6)x2 p47(it2 s15)x2 p48(it3 s0)x2 p64(it4 s0)x2
+[2026-10-08T15:22:37Z] attribution: item 0x35cb8a (86 reads) read from positions p88(it5 s8)x4 p98(it6 s2)x4 p16(it1 s0)x3 p18(it1 s2)x3 p64(it4 s0)x3 p82(it5 s2)x3 p101(it6 s5)x3 p114(it7 s2)x3 p117(it7 s5)x3 p122(it7 s10)x2 p15(it0 s15)x2 p30(it1 s14)x2
+[2026-10-08T15:22:37Z] attribution: item 0x3038e4 (86 reads) read from positions p37(it2 s5)x6 p50(it3 s2)x5 p64(it4 s0)x4 p18(it1 s2)x3 p48(it3 s0)x3 p69(it4 s5)x3 p79(it4 s15)x3 p127(it7 s15)x2 p22(it1 s6)x2 p24(it1 s8)x2 p31(it1 s15)x2 p32(it2 s0)x2
+[2026-10-08T15:22:37Z] hottest item p30-attack-f8 (0x3b69e4): 90 reads (0.0000% of all); predicted source none
+[2026-10-08T15:22:37Z] program p30-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:22:41Z] program p31-attack-f8: epoch seed e077e8e988982c1de9776ce91bfd55367259faab9d3fa716c195c06f59bd32a5 era seed ce9eee734d40682694fc02df739b73c8de2fea370be1dc9c1667288159dd741c id e1d4f6f0b20bc0fe attempt 4 class mx8-era8ea479d1+sh256x27+state+fold op mix load=16 add=14 mul=5 rotl=5 mad=4 shfl=4 sub=4 xor=4 or=3 rotr=3 mulhi=2; era stride mul 0xd4aea2c7 rot 14 interleave [2, 5, 12, 14] windows 8:1:1 9:0:0 14:2:2 18:1:1 21:0:0 22:2:0 33:0:0 34:1:1 36:0:0 37:0:0 47:1:0 48:2:1 53:0:0 56:1:0 57:2:3 62:1:0
+[2026-10-08T15:22:41Z] window layer: site item windows (first, items) (0x800000,2^23) (0x0,2^24) (0x800000,2^22) (0x800000,2^23) (0x0,2^24) (0x0,2^22) (0x0,2^24) (0x800000,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^23) (0x400000,2^22) (0x0,2^24) (0x0,2^23) (0xc00000,2^22) (0x0,2^23); expected reads per item by quarter 32.000 32.000 32.000 32.000 (flat uniform 32.000)
+[2026-10-08T15:23:23Z] 131072 warps (4194304 nonces) interpreted in 42.0 s (2.561 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:23:23Z] p31-attack-f8 distinct lines per hash: n 4194304 min 1014 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8714
+[2026-10-08T15:23:23Z] p31-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:23:23Z] p31-attack-f8 distinct lines per warp: n 131072 min 32574 p1 32605 median 32637 p99 32664 max 32684 mean 32636.3666
+[2026-10-08T15:23:23Z] p31-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.5004
+[2026-10-08T15:23:23Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:23:23Z] positions: largest hi16-bucket (256 items) share 0.0082% at p46 (iteration 2, site 14, instr 57); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 8)
+[2026-10-08T15:23:23Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p78 (site 14, instr 57); saturated sources at one position 0 of 2048 at p0 (site 0, instr 8); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:23:23Z] p31-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 65 (bin 12061142) z_max +5.83 min 6 z_min -4.60 chi2/dof 1.00004 chi2_z +0.13 top0.1% 0.16462% top0.5% 0.77448% top1% 1.50140%
+[2026-10-08T15:23:23Z] p31-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.00004 largest 65 (item 0xb809d6) at +5.83 sigma smallest at -4.60; buckets64 chi2/dof 0.99819 largest 2260 (bucket 134206) at +4.68 sigma smallest at -4.31
+[2026-10-08T15:23:25Z] p31-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 70 (bin 11085768) z_max +6.72 min 7 z_min -4.42 chi2/dof 1.00019 chi2_z +0.54 top0.1% 0.16454% top0.5% 0.77429% top1% 1.50122%
+[2026-10-08T15:23:25Z] p31-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00019 largest +6.72 sigma; buckets64 chi2/dof 0.99737 largest +4.44 smallest -4.33
+[2026-10-08T15:23:25Z] 6-sigma p31-attack-f8 items buckets64 against the window density: largest bucket +4.68 sigma, smallest -4.31 -> within 6 sigma
+[2026-10-08T15:23:25Z] hot-set p31-attack-f8 items (windowed control): f 0.1% S_f 0.16462% E_f(control) 0.16454% X_f +0.00009% X_f/f +0.0009 -> no hot set
+[2026-10-08T15:23:25Z] hot-set p31-attack-f8 items (windowed control): f 0.5% S_f 0.77448% E_f(control) 0.77429% X_f +0.00018% X_f/f +0.0004 -> no hot set
+[2026-10-08T15:23:25Z] hot-set p31-attack-f8 items (windowed control): f 1.0% S_f 1.50140% E_f(control) 1.50122% X_f +0.00018% X_f/f +0.0002 -> no hot set
+[2026-10-08T15:23:25Z] hot-set p31-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:23:27Z] p31-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 65 (bin 2122700) z_max +5.83 min 7 z_min -4.42 chi2/dof 1.00053 chi2_z +1.53 top0.1% 0.16464% top0.5% 0.77456% top1% 1.50149%
+[2026-10-08T15:23:27Z] hot-set p31-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.16462% E_f(control) 0.16464% X_f -0.00002% X_f/f -0.0002 -> no hot set
+[2026-10-08T15:23:27Z] hot-set p31-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.77448% E_f(control) 0.77456% X_f -0.00009% X_f/f -0.0002 -> no hot set
+[2026-10-08T15:23:27Z] hot-set p31-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.50140% E_f(control) 1.50149% X_f -0.00008% X_f/f -0.0001 -> no hot set
+[2026-10-08T15:23:27Z] hot-set p31-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:23:27Z] ratio p31-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0005x / 1.0002x / 1.0001x (gate 1.2x at 0.1%: within); over the FLAT control 0.9999x / 0.9999x / 0.9999x
+[2026-10-08T15:23:29Z] attribution: hot threshold count >= 51 marks 19850 items (0.1183% of items) holding 1040542 reads (0.1938% of reads); top 8 items t=0xb809d6:65 t=0xb022b2:64 t=0x644551:64 t=0x0412d3:64 t=0xf34946:63 t=0xeff83c:63 t=0xd3668f:63 t=0x9c2898:63
+[2026-10-08T15:23:48Z] attribution: reads on hot items per position (flat expectation 0.1183% of each position's 4194304 reads); the 24 largest: p110(it6 s14)=0.201% p49(it3 s1)=0.199% p114(it7 s2)=0.199% p35(it2 s3)=0.199% p16(it1 s0)=0.198% p51(it3 s3)=0.198% p107(it6 s11)=0.198% p99(it6 s3)=0.198% p84(it5 s4)=0.198% p75(it4 s11)=0.198% p6(it0 s6)=0.197% p19(it1 s3)=0.197% p96(it6 s0)=0.196% p102(it6 s6)=0.196% p12(it0 s12)=0.196% p59(it3 s11)=0.196% p112(it7 s0)=0.196% p60(it3 s12)=0.196% p72(it4 s8)=0.196% p38(it2 s6)=0.196% p29(it1 s13)=0.196% p7(it0 s7)=0.196% p109(it6 s13)=0.196% p20(it1 s4)=0.196%
+[2026-10-08T15:23:48Z] attribution: hot reads by iteration it0=0.194% it1=0.193% it2=0.194% it3=0.194% it4=0.194% it5=0.194% it6=0.194% it7=0.193% ; by site s0=0.196% s1=0.194% s2=0.195% s3=0.196% s4=0.195% s5=0.191% s6=0.194% s7=0.194% s8=0.193% s9=0.194% s10=0.192% s11=0.195% s12=0.193% s13=0.193% s14=0.195% s15=0.192%
+[2026-10-08T15:23:48Z] site 0 (instr 8, src r7, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.1957% (flat expectation 0.1183%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:23:48Z] site 1 (instr 9, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1943% (flat expectation 0.1183%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:23:48Z] site 2 (instr 14, src r6, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.1947% (flat expectation 0.1183%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:23:48Z] site 3 (instr 18, src r4, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.1959% (flat expectation 0.1183%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:23:48Z] site 4 (instr 21, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1948% (flat expectation 0.1183%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:23:48Z] site 5 (instr 22, src r1, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.1907% (flat expectation 0.1183%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:23:48Z] site 6 (instr 33, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1945% (flat expectation 0.1183%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:23:48Z] site 7 (instr 34, src r6, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.1938% (flat expectation 0.1183%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:23:48Z] site 8 (instr 36, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1925% (flat expectation 0.1183%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:23:48Z] site 9 (instr 37, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1936% (flat expectation 0.1183%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:23:48Z] site 10 (instr 47, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.1922% (flat expectation 0.1183%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:23:48Z] site 11 (instr 48, src r5, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.1947% (flat expectation 0.1183%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:23:48Z] site 12 (instr 53, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1931% (flat expectation 0.1183%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:23:48Z] site 13 (instr 56, src r4, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.1932% (flat expectation 0.1183%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:23:48Z] site 14 (instr 57, src r2, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.1950% (flat expectation 0.1183%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:23:48Z] site 15 (instr 62, src r7, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.1924% (flat expectation 0.1183%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:23:48Z] attribution: item 0xb809d6 (65 reads) read from positions p28(it1 s12)x5 p98(it6 s2)x5 p23(it1 s7)x3 p34(it2 s2)x3 p51(it3 s3)x3 p66(it4 s2)x3 p82(it5 s2)x3 p115(it7 s3)x2 p3(it0 s3)x2 p7(it0 s7)x2 p18(it1 s2)x2 p54(it3 s6)x2
+[2026-10-08T15:23:48Z] attribution: item 0xb022b2 (64 reads) read from positions p99(it6 s3)x4 p28(it1 s12)x3 p34(it2 s2)x3 p64(it4 s0)x3 p83(it5 s3)x3 p114(it7 s2)x3 p124(it7 s12)x2 p18(it1 s2)x2 p36(it2 s4)x2 p48(it3 s0)x2 p50(it3 s2)x2 p71(it4 s7)x2
+[2026-10-08T15:23:48Z] attribution: item 0x644551 (64 reads) read from positions p123(it7 s11)x3 p43(it2 s11)x3 p61(it3 s13)x3 p91(it5 s11)x3 p107(it6 s11)x3 p11(it0 s11)x2 p26(it1 s10)x2 p31(it1 s15)x2 p36(it2 s4)x2 p42(it2 s10)x2 p59(it3 s11)x2 p73(it4 s9)x2
+[2026-10-08T15:23:48Z] attribution: item 0x0412d3 (64 reads) read from positions p101(it6 s5)x4 p118(it7 s6)x3 p58(it3 s10)x3 p117(it7 s5)x3 p1(it0 s1)x2 p21(it1 s5)x2 p22(it1 s6)x2 p72(it4 s8)x2 p79(it4 s15)x2 p89(it5 s9)x2 p92(it5 s12)x2 p93(it5 s13)x2
+[2026-10-08T15:23:48Z] attribution: item 0xf34946 (63 reads) read from positions p14(it0 s14)x3 p32(it2 s0)x3 p46(it2 s14)x3 p126(it7 s14)x2 p4(it0 s4)x2 p7(it0 s7)x2 p9(it0 s9)x2 p16(it1 s0)x2 p19(it1 s3)x2 p33(it2 s1)x2 p41(it2 s9)x2 p71(it4 s7)x2
+[2026-10-08T15:23:48Z] attribution: item 0xeff83c (63 reads) read from positions p126(it7 s14)x3 p9(it0 s9)x3 p12(it0 s12)x3 p14(it0 s14)x3 p57(it3 s9)x3 p23(it1 s7)x2 p30(it1 s14)x2 p39(it2 s7)x2 p44(it2 s12)x2 p46(it2 s14)x2 p68(it4 s4)x2 p78(it4 s14)x2
+[2026-10-08T15:23:48Z] attribution: item 0xd3668f (63 reads) read from positions p23(it1 s7)x3 p32(it2 s0)x3 p62(it3 s14)x3 p94(it5 s14)x3 p96(it6 s0)x2 p7(it0 s7)x2 p12(it0 s12)x2 p14(it0 s14)x2 p30(it1 s14)x2 p46(it2 s14)x2 p48(it3 s0)x2 p70(it4 s6)x2
+[2026-10-08T15:23:48Z] attribution: item 0x9c2898 (63 reads) read from positions p34(it2 s2)x5 p50(it3 s2)x4 p124(it7 s12)x2 p32(it2 s0)x2 p33(it2 s1)x2 p51(it3 s3)x2 p55(it3 s7)x2 p56(it3 s8)x2 p65(it4 s1)x2 p70(it4 s6)x2 p72(it4 s8)x2 p81(it5 s1)x2
+[2026-10-08T15:23:48Z] hottest item p31-attack-f8 (0xb809d6): 65 reads (0.0000% of all); predicted source none
+[2026-10-08T15:23:48Z] program p31-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:23:53Z] program p32-attack-f8: epoch seed 13da69e4bc3b4af5591aaead41f6b16002dfab790760e2b97cd6f26c70ba5586 era seed d84a34744b2247e02e91a9222573f7ce70d94467458fbc1941765bbf1cdddd56 id 7090a6b2155e96dd attempt 6 class mx8-era0fe73018+sh256x27+state+fold op mix load=16 add=9 shfl=7 mad=5 mul=5 sub=5 mulhi=4 or=4 xor=4 rotl=3 rotr=2; era stride mul 0xdc6791fd rot 17 interleave [6, 11, 14, 15] windows 3:2:3 5:1:0 8:0:0 10:0:0 15:1:1 19:0:0 20:2:2 26:0:0 30:2:3 35:0:0 41:1:1 43:0:0 47:0:0 50:1:0 53:0:0 61:0:0
+[2026-10-08T15:23:53Z] window layer: site item windows (first, items) (0xc00000,2^22) (0x0,2^23) (0x0,2^24) (0x0,2^24) (0x800000,2^23) (0x0,2^24) (0x800000,2^22) (0x0,2^24) (0xc00000,2^22) (0x0,2^24) (0x800000,2^23) (0x0,2^24) (0x0,2^24) (0x0,2^23) (0x0,2^24) (0x0,2^24); expected reads per item by quarter 26.000 26.000 34.000 42.000 (flat uniform 32.000)
+[2026-10-08T15:24:33Z] 131072 warps (4194304 nonces) interpreted in 40.2 s (2.456 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:24:33Z] p32-attack-f8 distinct lines per hash: n 4194304 min 1008 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8712
+[2026-10-08T15:24:33Z] p32-attack-f8 distinct items per hash: n 4194304 min 126 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:24:33Z] p32-attack-f8 distinct lines per warp: n 131072 min 32575 p1 32605 median 32637 p99 32664 max 32684 mean 32636.2214
+[2026-10-08T15:24:33Z] p32-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4801
+[2026-10-08T15:24:33Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:24:33Z] positions: largest hi16-bucket (256 items) share 0.0078% at p120 (iteration 7, site 8, instr 30); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p12 (site 12, instr 47)
+[2026-10-08T15:24:33Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p4 (site 4, instr 15); saturated sources at one position 0 of 2048 at p0 (site 0, instr 3); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:24:33Z] p32-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 79 (bin 14236114) z_max +8.31 min 4 z_min -4.95 chi2/dof 2.43630 chi2_z +4159.96 top0.1% 0.19757% top0.5% 0.92322% top1% 1.78393%
+[2026-10-08T15:24:33Z] p32-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.06323 largest 64 (item 0x5bb0fb) at +7.45 sigma smallest at -4.46; buckets64 chi2/dof 0.99957 largest 2920 (bucket 228559) at +4.47 sigma smallest at -5.05
+[2026-10-08T15:24:36Z] p32-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 79 (bin 13177502) z_max +8.31 min 5 z_min -4.77 chi2/dof 2.37414 chi2_z +3979.92 top0.1% 0.19514% top0.5% 0.91395% top1% 1.76867%
+[2026-10-08T15:24:36Z] p32-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99955 largest +5.83 sigma; buckets64 chi2/dof 0.99684 largest +4.95 smallest -4.36
+[2026-10-08T15:24:36Z] 6-sigma p32-attack-f8 items buckets64 against the window density: largest bucket +4.47 sigma, smallest -5.05 -> within 6 sigma
+[2026-10-08T15:24:36Z] hot-set p32-attack-f8 items (windowed control): f 0.1% S_f 0.19757% E_f(control) 0.19514% X_f +0.00243% X_f/f +0.0243 -> no hot set
+[2026-10-08T15:24:36Z] hot-set p32-attack-f8 items (windowed control): f 0.5% S_f 0.92322% E_f(control) 0.91395% X_f +0.00927% X_f/f +0.0185 -> no hot set
+[2026-10-08T15:24:36Z] hot-set p32-attack-f8 items (windowed control): f 1.0% S_f 1.78393% E_f(control) 1.76867% X_f +0.01526% X_f/f +0.0153 -> no hot set
+[2026-10-08T15:24:36Z] hot-set p32-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:24:38Z] p32-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 65 (bin 2983295) z_max +5.83 min 7 z_min -4.42 chi2/dof 0.99973 chi2_z -0.79 top0.1% 0.16465% top0.5% 0.77438% top1% 1.50129%
+[2026-10-08T15:24:38Z] hot-set p32-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.19757% E_f(control) 0.16465% X_f +0.03292% X_f/f +0.3292 -> no hot set
+[2026-10-08T15:24:38Z] hot-set p32-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.92322% E_f(control) 0.77438% X_f +0.14884% X_f/f +0.2977 -> no hot set
+[2026-10-08T15:24:38Z] hot-set p32-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.78393% E_f(control) 1.50129% X_f +0.28263% X_f/f +0.2826 -> no hot set
+[2026-10-08T15:24:38Z] hot-set p32-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:24:38Z] ratio p32-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0125x / 1.0101x / 1.0086x (gate 1.2x at 0.1%: within); over the FLAT control 1.2000x / 1.1922x / 1.1883x
+[2026-10-08T15:24:39Z] attribution: hot threshold count >= 61 marks 18935 items (0.1129% of items) holding 1192332 reads (0.2221% of reads); top 8 items t=0xd9b91b:79 t=0xd939d2:79 t=0xfeec52:78 t=0xf02182:78 t=0xfa72e6:77 t=0xdabaea:77 t=0xe7f42f:76 t=0xe630c3:76
+[2026-10-08T15:24:57Z] attribution: reads on hot items per position (flat expectation 0.1129% of each position's 4194304 reads); the 24 largest: p96(it6 s0)=0.655% p32(it2 s0)=0.652% p0(it0 s0)=0.652% p24(it1 s8)=0.652% p112(it7 s0)=0.651% p16(it1 s0)=0.649% p120(it7 s8)=0.648% p72(it4 s8)=0.648% p48(it3 s0)=0.647% p56(it3 s8)=0.647% p104(it6 s8)=0.646% p80(it5 s0)=0.646% p64(it4 s0)=0.645% p40(it2 s8)=0.644% p88(it5 s8)=0.644% p8(it0 s8)=0.644% p74(it4 s10)=0.333% p58(it3 s10)=0.331% p36(it2 s4)=0.331% p122(it7 s10)=0.331% p52(it3 s4)=0.331% p84(it5 s4)=0.331% p68(it4 s4)=0.331% p26(it1 s10)=0.330%
+[2026-10-08T15:24:57Z] attribution: hot reads by iteration it0=0.222% it1=0.223% it2=0.222% it3=0.223% it4=0.222% it5=0.222% it6=0.222% it7=0.222% ; by site s0=0.650% s1=0.000% s2=0.164% s3=0.164% s4=0.329% s5=0.164% s6=0.008% s7=0.164% s8=0.647% s9=0.164% s10=0.330% s11=0.164% s12=0.280% s13=0.000% s14=0.163% s15=0.163%
+[2026-10-08T15:24:57Z] site 0 (instr 3, src r2, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.6499% (flat expectation 0.1129%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:24:57Z] site 1 (instr 5, src r6, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1129%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:24:57Z] site 2 (instr 8, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1644% (flat expectation 0.1129%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:24:57Z] site 3 (instr 10, src r7, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1638% (flat expectation 0.1129%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:24:57Z] site 4 (instr 15, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3293% (flat expectation 0.1129%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:24:57Z] site 5 (instr 19, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1639% (flat expectation 0.1129%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:24:57Z] site 6 (instr 20, src r0, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0078% (flat expectation 0.1129%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:24:57Z] site 7 (instr 26, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1640% (flat expectation 0.1129%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:24:57Z] site 8 (instr 30, src r0, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.6465% (flat expectation 0.1129%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:24:57Z] site 9 (instr 35, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1638% (flat expectation 0.1129%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:24:57Z] site 10 (instr 41, src r4, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.3296% (flat expectation 0.1129%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:24:57Z] site 11 (instr 43, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1641% (flat expectation 0.1129%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0019% (window expectation 0.0015%)
+[2026-10-08T15:24:57Z] site 12 (instr 47, src r0, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.2800% (flat expectation 0.1129%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:24:57Z] site 13 (instr 50, src r2, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1129%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:24:57Z] site 14 (instr 53, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1634% (flat expectation 0.1129%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:24:57Z] site 15 (instr 61, src r2, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1629% (flat expectation 0.1129%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:24:57Z] attribution: item 0xd9b91b (79 reads) read from positions p72(it4 s8)x4 p88(it5 s8)x4 p32(it2 s0)x3 p64(it4 s0)x3 p94(it5 s14)x3 p119(it7 s7)x3 p3(it0 s3)x2 p10(it0 s10)x2 p12(it0 s12)x2 p16(it1 s0)x2 p20(it1 s4)x2 p26(it1 s10)x2
+[2026-10-08T15:24:57Z] attribution: item 0xd939d2 (79 reads) read from positions p75(it4 s11)x4 p124(it7 s12)x3 p16(it1 s0)x3 p24(it1 s8)x3 p40(it2 s8)x3 p0(it0 s0)x3 p112(it7 s0)x3 p12(it0 s12)x2 p20(it1 s4)x2 p28(it1 s12)x2 p32(it2 s0)x2 p44(it2 s12)x2
+[2026-10-08T15:24:57Z] attribution: item 0xfeec52 (78 reads) read from positions p104(it6 s8)x5 p40(it2 s8)x3 p48(it3 s0)x3 p52(it3 s4)x3 p66(it4 s2)x3 p72(it4 s8)x3 p116(it7 s4)x3 p119(it7 s7)x2 p10(it0 s10)x2 p14(it0 s14)x2 p16(it1 s0)x2 p56(it3 s8)x2
+[2026-10-08T15:24:57Z] attribution: item 0xf02182 (78 reads) read from positions p112(it7 s0)x5 p124(it7 s12)x4 p32(it2 s0)x4 p40(it2 s8)x4 p56(it3 s8)x4 p0(it0 s0)x4 p104(it6 s8)x3 p44(it2 s12)x3 p106(it6 s10)x3 p30(it1 s14)x2 p10(it0 s10)x2 p43(it2 s11)x2
+[2026-10-08T15:24:57Z] attribution: item 0xfa72e6 (77 reads) read from positions p88(it5 s8)x5 p48(it3 s0)x3 p56(it3 s8)x3 p96(it6 s0)x3 p127(it7 s15)x2 p8(it0 s8)x2 p40(it2 s8)x2 p50(it3 s2)x2 p72(it4 s8)x2 p75(it4 s11)x2 p78(it4 s14)x2 p80(it5 s0)x2
+[2026-10-08T15:24:57Z] attribution: item 0xdabaea (77 reads) read from positions p26(it1 s10)x6 p80(it5 s0)x4 p90(it5 s10)x4 p124(it7 s12)x3 p56(it3 s8)x3 p60(it3 s12)x3 p78(it4 s14)x3 p96(it6 s0)x3 p108(it6 s12)x3 p4(it0 s4)x2 p24(it1 s8)x2 p83(it5 s3)x2
+[2026-10-08T15:24:57Z] attribution: item 0xe7f42f (76 reads) read from positions p96(it6 s0)x5 p16(it1 s0)x4 p42(it2 s10)x4 p106(it6 s10)x2 p5(it0 s5)x2 p11(it0 s11)x2 p20(it1 s4)x2 p25(it1 s9)x2 p36(it2 s4)x2 p48(it3 s0)x2 p55(it3 s7)x2 p56(it3 s8)x2
+[2026-10-08T15:24:57Z] attribution: item 0xe630c3 (76 reads) read from positions p104(it6 s8)x5 p112(it7 s0)x5 p53(it3 s5)x3 p64(it4 s0)x3 p68(it4 s4)x3 p88(it5 s8)x3 p124(it7 s12)x2 p16(it1 s0)x2 p40(it2 s8)x2 p44(it2 s12)x2 p46(it2 s14)x2 p80(it5 s0)x2
+[2026-10-08T15:24:57Z] hottest item p32-attack-f8 (0xd9b91b): 79 reads (0.0000% of all); predicted source none
+[2026-10-08T15:24:57Z] program p32-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:25:02Z] program p33-attack-f8: epoch seed 89a8f48f468a8673ddfc9624d7f7f9f6355e7a827e94e2093ff7832640243afd era seed 2dd8c4a6f6b3216c4bc88647a94277d32a8a35cafe374968935311c1d6150c6d id 2ed88a7aa12a1ff7 attempt 4 class mx8-erae8a44951+sh256x27+state+fold op mix load=16 mad=8 xor=7 mul=6 shfl=6 add=5 rotr=5 sub=4 rotl=3 mulhi=2 or=2; era stride mul 0x3e376d09 rot 6 interleave [0, 3, 4, 9] windows 1:2:0 3:2:1 8:0:0 19:0:0 22:1:1 25:2:2 28:1:1 30:1:0 39:1:1 41:2:1 42:0:0 47:2:0 51:2:1 52:1:1 55:2:1 63:1:1
+[2026-10-08T15:25:02Z] window layer: site item windows (first, items) (0x0,2^22) (0x400000,2^22) (0x0,2^24) (0x0,2^24) (0x800000,2^23) (0x800000,2^22) (0x800000,2^23) (0x0,2^23) (0x800000,2^23) (0x400000,2^22) (0x0,2^24) (0x0,2^22) (0x400000,2^22) (0x800000,2^23) (0x400000,2^22) (0x800000,2^23); expected reads per item by quarter 26.000 42.000 34.000 26.000 (flat uniform 32.000)
+[2026-10-08T15:25:40Z] 131072 warps (4194304 nonces) interpreted in 38.3 s (2.337 ms per warp per thread); Epoch::hash_warp agreement on 195 warps: 0 mismatches
+[2026-10-08T15:25:40Z] p33-attack-f8 distinct lines per hash: n 4194304 min 1014 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8709
+[2026-10-08T15:25:40Z] p33-attack-f8 distinct items per hash: n 4194304 min 127 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:25:40Z] p33-attack-f8 distinct lines per warp: n 131072 min 32572 p1 32605 median 32637 p99 32664 max 32685 mean 32636.1120
+[2026-10-08T15:25:40Z] p33-attack-f8 distinct items per warp: n 131072 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4692
+[2026-10-08T15:25:40Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:25:40Z] positions: largest hi16-bucket (256 items) share 0.0080% at p49 (iteration 3, site 1, instr 3); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p0 (site 0, instr 1)
+[2026-10-08T15:25:40Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p11 (site 11, instr 47); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:25:40Z] p33-attack-f8 item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 85 (bin 5735272) z_max +9.37 min 2 z_min -5.30 chi2/dof 2.84505 chi2_z +5343.83 top0.1% 0.20419% top0.5% 0.94949% top1% 1.83057%
+[2026-10-08T15:25:40Z] p33-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.55307 largest 78 (item 0x1338e2) at +10.20 sigma smallest at -4.71; buckets64 chi2/dof 1.01544 largest 2934 (bucket 116678) at +4.74 sigma smallest at -4.78
+[2026-10-08T15:25:42Z] p33-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 82 (bin 4564446) z_max +8.84 min 4 z_min -4.95 chi2/dof 2.37530 chi2_z +3983.30 top0.1% 0.19530% top0.5% 0.91436% top1% 1.76913%
+[2026-10-08T15:25:42Z] p33-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 1.00049 largest +6.28 sigma; buckets64 chi2/dof 0.99719 largest +4.17 smallest -4.18
+[2026-10-08T15:25:42Z] 6-sigma p33-attack-f8 items buckets64 against the window density: largest bucket +4.74 sigma, smallest -4.78 -> within 6 sigma
+[2026-10-08T15:25:42Z] hot-set p33-attack-f8 items (windowed control): f 0.1% S_f 0.20419% E_f(control) 0.19530% X_f +0.00889% X_f/f +0.0889 -> no hot set
+[2026-10-08T15:25:42Z] hot-set p33-attack-f8 items (windowed control): f 0.5% S_f 0.94949% E_f(control) 0.91436% X_f +0.03513% X_f/f +0.0703 -> no hot set
+[2026-10-08T15:25:42Z] hot-set p33-attack-f8 items (windowed control): f 1.0% S_f 1.83057% E_f(control) 1.76913% X_f +0.06144% X_f/f +0.0614 -> no hot set
+[2026-10-08T15:25:42Z] hot-set p33-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:25:44Z] p33-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 536870912 mean 32.000 sigma 5.657 max 67 (bin 10780823) z_max +6.19 min 7 z_min -4.42 chi2/dof 1.00074 chi2_z +2.13 top0.1% 0.16462% top0.5% 0.77454% top1% 1.50158%
+[2026-10-08T15:25:44Z] hot-set p33-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.20419% E_f(control) 0.16462% X_f +0.03957% X_f/f +0.3957 -> no hot set
+[2026-10-08T15:25:44Z] hot-set p33-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.94949% E_f(control) 0.77454% X_f +0.17495% X_f/f +0.3499 -> no hot set
+[2026-10-08T15:25:44Z] hot-set p33-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.83057% E_f(control) 1.50158% X_f +0.32899% X_f/f +0.3290 -> no hot set
+[2026-10-08T15:25:44Z] hot-set p33-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:25:44Z] ratio p33-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0455x / 1.0384x / 1.0347x (gate 1.2x at 0.1%: within); over the FLAT control 1.2404x / 1.2259x / 1.2191x
+[2026-10-08T15:25:45Z] attribution: hot threshold count >= 63 marks 17818 items (0.1062% of items) holding 1161816 reads (0.2164% of reads); top 8 items t=0x5c877a:85 t=0x578368:85 t=0x7d9ffe:84 t=0x716ee5:82 t=0x61f884:82 t=0x7947f6:81 t=0x6cb75b:81 t=0x53cde1:81
+[2026-10-08T15:26:05Z] attribution: reads on hot items per position (flat expectation 0.1062% of each position's 4194304 reads); the 24 largest: p7(it0 s7)=0.657% p119(it7 s7)=0.646% p39(it2 s7)=0.645% p55(it3 s7)=0.645% p103(it6 s7)=0.645% p23(it1 s7)=0.643% p71(it4 s7)=0.642% p87(it5 s7)=0.638% p62(it3 s14)=0.566% p33(it2 s1)=0.564% p92(it5 s12)=0.563% p17(it1 s1)=0.563% p76(it4 s12)=0.562% p78(it4 s14)=0.561% p9(it0 s9)=0.561% p126(it7 s14)=0.561% p108(it6 s12)=0.559% p25(it1 s9)=0.559% p124(it7 s12)=0.559% p41(it2 s9)=0.559% p57(it3 s9)=0.559% p14(it0 s14)=0.559% p105(it6 s9)=0.558% p30(it1 s14)=0.558%
+[2026-10-08T15:26:05Z] attribution: hot reads by iteration it0=0.214% it1=0.217% it2=0.217% it3=0.217% it4=0.217% it5=0.216% it6=0.216% it7=0.217% ; by site s0=0.093% s1=0.557% s2=0.149% s3=0.151% s4=0.001% s5=0.001% s6=0.001% s7=0.645% s8=0.001% s9=0.558% s10=0.148% s11=0.041% s12=0.558% s13=0.001% s14=0.558% s15=0.001%
+[2026-10-08T15:26:05Z] site 0 (instr 1, src r4, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0930% (flat expectation 0.1062%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:26:05Z] site 1 (instr 3, src r3, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.5565% (flat expectation 0.1062%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:26:05Z] site 2 (instr 8, src r5, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1494% (flat expectation 0.1062%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:26:05Z] site 3 (instr 19, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1507% (flat expectation 0.1062%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:26:05Z] site 4 (instr 22, src r0, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0006% (flat expectation 0.1062%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:26:05Z] site 5 (instr 25, src r4, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0013% (flat expectation 0.1062%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:26:05Z] site 6 (instr 28, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0006% (flat expectation 0.1062%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:26:05Z] site 7 (instr 30, src r3, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.6451% (flat expectation 0.1062%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:26:05Z] site 8 (instr 39, src r4, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0005% (flat expectation 0.1062%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:26:05Z] site 9 (instr 41, src r6, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.5576% (flat expectation 0.1062%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:26:05Z] site 10 (instr 42, src r1, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1485% (flat expectation 0.1062%); index entropy 15.999 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0018% (window expectation 0.0015%)
+[2026-10-08T15:26:05Z] site 11 (instr 47, src r7, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0408% (flat expectation 0.1062%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0067% (window expectation 0.0061%)
+[2026-10-08T15:26:05Z] site 12 (instr 51, src r3, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.5584% (flat expectation 0.1062%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:26:05Z] site 13 (instr 52, src r5, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0006% (flat expectation 0.1062%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0035% (window expectation 0.0031%)
+[2026-10-08T15:26:05Z] site 14 (instr 55, src r3, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.5582% (flat expectation 0.1062%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0066% (window expectation 0.0061%)
+[2026-10-08T15:26:05Z] site 15 (instr 63, src r3, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.0007% (flat expectation 0.1062%); index entropy 14.999 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0034% (window expectation 0.0031%)
+[2026-10-08T15:26:05Z] attribution: item 0x5c877a (85 reads) read from positions p92(it5 s12)x7 p25(it1 s9)x5 p119(it7 s7)x5 p124(it7 s12)x4 p28(it1 s12)x4 p71(it4 s7)x4 p9(it0 s9)x3 p87(it5 s7)x3 p89(it5 s9)x3 p98(it6 s2)x3 p110(it6 s14)x2 p7(it0 s7)x2
+[2026-10-08T15:26:05Z] attribution: item 0x578368 (85 reads) read from positions p23(it1 s7)x4 p78(it4 s14)x4 p87(it5 s7)x4 p105(it6 s9)x4 p25(it1 s9)x3 p60(it3 s12)x3 p62(it3 s14)x3 p94(it5 s14)x3 p119(it7 s7)x3 p126(it7 s14)x2 p7(it0 s7)x2 p9(it0 s9)x2
+[2026-10-08T15:26:05Z] attribution: item 0x7d9ffe (84 reads) read from positions p55(it3 s7)x5 p39(it2 s7)x4 p57(it3 s9)x4 p76(it4 s12)x4 p103(it6 s7)x4 p7(it0 s7)x4 p115(it7 s3)x3 p14(it0 s14)x3 p30(it1 s14)x3 p67(it4 s3)x3 p92(it5 s12)x3 p105(it6 s9)x2
+[2026-10-08T15:26:05Z] attribution: item 0x716ee5 (82 reads) read from positions p87(it5 s7)x5 p108(it6 s12)x4 p30(it1 s14)x4 p55(it3 s7)x4 p17(it1 s1)x3 p25(it1 s9)x3 p57(it3 s9)x3 p60(it3 s12)x3 p78(it4 s14)x3 p81(it5 s1)x3 p92(it5 s12)x3 p65(it4 s1)x2
+[2026-10-08T15:26:05Z] attribution: item 0x61f884 (82 reads) read from positions p7(it0 s7)x5 p57(it3 s9)x4 p81(it5 s1)x4 p14(it0 s14)x3 p17(it1 s1)x3 p23(it1 s7)x3 p41(it2 s9)x3 p49(it3 s1)x3 p78(it4 s14)x3 p87(it5 s7)x3 p97(it6 s1)x3 p113(it7 s1)x3
+[2026-10-08T15:26:05Z] attribution: item 0x7947f6 (81 reads) read from positions p14(it0 s14)x6 p71(it4 s7)x5 p39(it2 s7)x4 p44(it2 s12)x4 p9(it0 s9)x3 p23(it1 s7)x3 p33(it2 s1)x3 p46(it2 s14)x3 p49(it3 s1)x3 p87(it5 s7)x3 p92(it5 s12)x3 p126(it7 s14)x2
+[2026-10-08T15:26:05Z] attribution: item 0x6cb75b (81 reads) read from positions p17(it1 s1)x5 p33(it2 s1)x4 p62(it3 s14)x4 p103(it6 s7)x4 p7(it0 s7)x3 p23(it1 s7)x3 p28(it1 s12)x3 p41(it2 s9)x3 p81(it5 s1)x3 p9(it0 s9)x2 p14(it0 s14)x2 p25(it1 s9)x2
+[2026-10-08T15:26:05Z] attribution: item 0x53cde1 (81 reads) read from positions p7(it0 s7)x5 p62(it3 s14)x4 p87(it5 s7)x4 p110(it6 s14)x4 p25(it1 s9)x3 p33(it2 s1)x3 p46(it2 s14)x3 p65(it4 s1)x3 p94(it5 s14)x3 p108(it6 s12)x3 p119(it7 s7)x3 p124(it7 s12)x2
+[2026-10-08T15:26:05Z] hottest item p33-attack-f8 (0x5c877a): 85 reads (0.0000% of all); predicted source none
+[2026-10-08T15:26:05Z] program p33-attack-f8 DONE: 4194304 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+[2026-10-08T15:26:05Z] SEED p18-attack-f8 id bf1381b70b9f50ba attempt 9 S0.1 0.20290% null0.1 0.20275% ratio 1.0007x S1.0 1.83992% null1.0 1.83988% hottest 0x955612:81 source none by-site s0=0.000% s1=0.151% s2=0.150% s3=0.000% s4=0.000% s5=0.600% s6=0.302% s7=0.601% s8=0.151% s9=0.000% s10=0.601% s11=0.000% s12=0.151% s13=0.299% s14=0.000% s15=0.300%
+[2026-10-08T15:26:05Z] SEED p19-attack-f8 id 17cd1c904b8fbd7d attempt 2 S0.1 0.22554% null0.1 0.22576% ratio 0.9990x S1.0 2.05880% null1.0 2.05924% hottest 0x065f6e:90 source none by-site s0=0.000% s1=0.314% s2=0.156% s3=0.618% s4=0.313% s5=0.000% s6=0.000% s7=0.008% s8=0.000% s9=0.312% s10=0.313% s11=0.617% s12=0.618% s13=0.008% s14=0.315% s15=0.314%
+[2026-10-08T15:26:05Z] SEED p20-attack-f8 id 277ee927b22168e8 attempt 2 S0.1 0.21112% null0.1 0.21119% ratio 0.9997x S1.0 1.92722% null1.0 1.92747% hottest 0x9e3799:87 source none by-site s0=0.697% s1=0.346% s2=0.094% s3=0.197% s4=0.197% s5=0.695% s6=0.197% s7=0.047% s8=0.046% s9=0.198% s10=0.196% s11=0.093% s12=0.094% s13=0.347% s14=0.350% s15=0.694%
+[2026-10-08T15:26:05Z] SEED p21-attack-f8 id 7ac7df4c3018c55b attempt 3 S0.1 0.18750% null0.1 0.18739% ratio 1.0006x S1.0 1.69739% null1.0 1.69704% hottest 0x24450e:79 source none by-site s0=0.166% s1=0.004% s2=0.331% s3=0.167% s4=0.000% s5=0.168% s6=0.658% s7=0.658% s8=0.004% s9=0.166% s10=0.004% s11=0.002% s12=0.331% s13=0.167% s14=0.330% s15=0.167%
+[2026-10-08T15:26:05Z] SEED p22-attack-f8 id 38078e199f016ac6 attempt 1 S0.1 0.21804% null0.1 0.21814% ratio 0.9996x S1.0 1.98595% null1.0 1.98608% hottest 0x34f570:89 source none by-site s0=0.394% s1=0.000% s2=0.000% s3=0.000% s4=0.196% s5=0.197% s6=0.786% s7=0.395% s8=0.000% s9=0.789% s10=0.000% s11=0.197% s12=0.393% s13=0.395% s14=0.198% s15=0.789%
+[2026-10-08T15:26:05Z] SEED p23-attack-f8 id 18b6f4b7c7b636b9 attempt 1 S0.1 0.17277% null0.1 0.17285% ratio 0.9995x S1.0 1.56639% null1.0 1.56660% hottest 0xc2a614:72 source none by-site s0=0.215% s1=0.214% s2=0.356% s3=0.709% s4=0.356% s5=0.215% s6=0.072% s7=0.215% s8=0.071% s9=0.212% s10=0.356% s11=0.215% s12=0.075% s13=0.354% s14=0.070% s15=0.072%
+[2026-10-08T15:26:05Z] SEED p24-attack-f8 id 9b9646cd13bc070f attempt 1 S0.1 0.17274% null0.1 0.17269% ratio 1.0003x S1.0 1.56621% null1.0 1.56611% hottest 0x68860a:71 source none by-site s0=0.213% s1=0.358% s2=0.068% s3=0.359% s4=0.357% s5=0.070% s6=0.359% s7=0.213% s8=0.215% s9=0.216% s10=0.716% s11=0.215% s12=0.070% s13=0.070% s14=0.070% s15=0.215%
+[2026-10-08T15:26:05Z] SEED p25-attack-f8 id cf672ace530f6cc4 attempt 2 S0.1 0.24067% null0.1 0.24077% ratio 0.9996x S1.0 2.20025% null1.0 2.20085% hottest 0xf5c888:95 source none by-site s0=0.000% s1=0.000% s2=0.393% s3=0.194% s4=0.785% s5=0.786% s6=0.787% s7=0.000% s8=0.000% s9=0.785% s10=0.392% s11=0.196% s12=0.000% s13=0.196% s14=0.392% s15=0.394%
+[2026-10-08T15:26:05Z] SEED p26-attack-f8 id f5fe88ca8c9502df attempt 1 S0.1 0.22779% null0.1 0.22547% ratio 1.0103x S1.0 2.07264% null1.0 2.05839% hottest 0xffe6cf:90 source none by-site s0=0.375% s1=0.378% s2=0.293% s3=0.189% s4=0.376% s5=0.741% s6=0.377% s7=0.015% s8=0.188% s9=0.374% s10=0.375% s11=0.738% s12=0.000% s13=0.189% s14=0.188% s15=0.000%
+[2026-10-08T15:26:05Z] SEED p27-attack-f8 id 0fa03ec80e558317 attempt 6 S0.1 0.20389% null0.1 0.20284% ratio 1.0052x S1.0 1.84866% null1.0 1.84111% hottest 0x1cf299:81 source none by-site s0=0.342% s1=0.198% s2=0.344% s3=0.169% s4=0.169% s5=0.347% s6=0.168% s7=0.000% s8=0.008% s9=0.336% s10=0.168% s11=0.668% s12=0.667% s13=0.000% s14=0.170% s15=0.000%
+[2026-10-08T15:26:05Z] SEED p28-attack-f8 id 735a18143ebb34b7 attempt 0 S0.1 0.18748% null0.1 0.18740% ratio 1.0004x S1.0 1.69707% null1.0 1.69708% hottest 0x72ff9a:75 source none by-site s0=0.004% s1=0.167% s2=0.657% s3=0.166% s4=0.166% s5=0.166% s6=0.005% s7=0.329% s8=0.004% s9=0.167% s10=0.000% s11=0.657% s12=0.005% s13=0.166% s14=0.656% s15=0.004%
+[2026-10-08T15:26:05Z] SEED p29-attack-f8 id 61b371321eb6b954 attempt 0 S0.1 0.17658% null0.1 0.17642% ratio 1.0009x S1.0 1.60397% null1.0 1.60347% hottest 0xdfc422:74 source none by-site s0=0.470% s1=0.236% s2=0.235% s3=0.236% s4=0.236% s5=0.238% s6=0.234% s7=0.236% s8=0.235% s9=0.236% s10=0.236% s11=0.235% s12=0.237% s13=0.235% s14=0.472% s15=0.236%
+[2026-10-08T15:26:05Z] SEED p30-attack-f8 id 0496c6285c5016e1 attempt 0 S0.1 0.22569% null0.1 0.22558% ratio 1.0005x S1.0 2.05776% null1.0 2.05710% hottest 0x3b69e4:90 source none by-site s0=0.628% s1=0.157% s2=0.632% s3=0.000% s4=0.157% s5=0.629% s6=0.157% s7=0.157% s8=0.316% s9=0.157% s10=0.157% s11=0.159% s12=0.000% s13=0.158% s14=0.158% s15=0.316%
+[2026-10-08T15:26:05Z] SEED p31-attack-f8 id e1d4f6f0b20bc0fe attempt 4 S0.1 0.16462% null0.1 0.16454% ratio 1.0005x S1.0 1.50140% null1.0 1.50122% hottest 0xb809d6:65 source none by-site s0=0.196% s1=0.194% s2=0.195% s3=0.196% s4=0.195% s5=0.191% s6=0.194% s7=0.194% s8=0.193% s9=0.194% s10=0.192% s11=0.195% s12=0.193% s13=0.193% s14=0.195% s15=0.192%
+[2026-10-08T15:26:05Z] SEED p32-attack-f8 id 7090a6b2155e96dd attempt 6 S0.1 0.19757% null0.1 0.19514% ratio 1.0125x S1.0 1.78393% null1.0 1.76867% hottest 0xd9b91b:79 source none by-site s0=0.650% s1=0.000% s2=0.164% s3=0.164% s4=0.329% s5=0.164% s6=0.008% s7=0.164% s8=0.647% s9=0.164% s10=0.330% s11=0.164% s12=0.280% s13=0.000% s14=0.163% s15=0.163%
+[2026-10-08T15:26:05Z] SEED p33-attack-f8 id 2ed88a7aa12a1ff7 attempt 4 S0.1 0.20419% null0.1 0.19530% ratio 1.0455x S1.0 1.83057% null1.0 1.76913% hottest 0x5c877a:85 source none by-site s0=0.093% s1=0.557% s2=0.149% s3=0.151% s4=0.001% s5=0.001% s6=0.001% s7=0.645% s8=0.001% s9=0.558% s10=0.148% s11=0.041% s12=0.558% s13=0.001% s14=0.558% s15=0.001%
+[2026-10-08T15:26:05Z] CENSUS PASS: 16 seeds at 4194304 nonces, 0 over 1.2x of the window model at the top 0.1%
+[2026-10-08T15:26:05Z] SEED CENSUS: 16 programs at 4194304 nonces each: hot set (X_f >= f, windowed control) in 0; top 0.1% beyond 1.2x of the window-model control in 0; windowed buckets64 beyond 6 sigma in 0; acceptance-style most-repeated address at one position >= 3 / 11 / 21 of 2048 in 0 / 0 / 0; saturated sources at one position >= 3 / 11 / 21 of 2048 in 0 / 0 / 0
+[2026-10-08T15:26:05Z] SEED CENSUS top: p33-attack-f8 id 2ed88a7aa12a1ff7 attempt 4 ratio_0.1% window 1.045x flat 1.240x X_0.1% +0.0089% X_1% +0.0614% hot 0 z_w +4.7 max bucket share 0.0080% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:26:05Z] SEED CENSUS top: p32-attack-f8 id 7090a6b2155e96dd attempt 6 ratio_0.1% window 1.012x flat 1.200x X_0.1% +0.0024% X_1% +0.0153% hot 0 z_w +4.5 max bucket share 0.0078% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:26:05Z] SEED CENSUS top: p26-attack-f8 id f5fe88ca8c9502df attempt 1 ratio_0.1% window 1.010x flat 1.384x X_0.1% +0.0023% X_1% +0.0143% hot 0 z_w +4.7 max bucket share 0.0080% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:26:05Z] SEED CENSUS top: p27-attack-f8 id 0fa03ec80e558317 attempt 6 ratio_0.1% window 1.005x flat 1.240x X_0.1% +0.0011% X_1% +0.0075% hot 0 z_w +5.1 max bucket share 0.0080% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:26:05Z] SEED CENSUS top: p29-attack-f8 id 61b371321eb6b954 attempt 0 ratio_0.1% window 1.001x flat 1.073x X_0.1% +0.0002% X_1% +0.0005% hot 0 z_w +5.0 max bucket share 0.0079% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:26:05Z] SEED CENSUS top: p18-attack-f8 id bf1381b70b9f50ba attempt 9 ratio_0.1% window 1.001x flat 1.233x X_0.1% +0.0001% X_1% +0.0000% hot 0 z_w +5.0 max bucket share 0.0081% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:26:05Z] SEED CENSUS top: p30-attack-f8 id 0496c6285c5016e1 attempt 0 ratio_0.1% window 1.001x flat 1.371x X_0.1% +0.0001% X_1% +0.0007% hot 0 z_w +4.8 max bucket share 0.0080% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:26:05Z] SEED CENSUS top: p21-attack-f8 id 7ac7df4c3018c55b attempt 3 ratio_0.1% window 1.001x flat 1.139x X_0.1% +0.0001% X_1% +0.0004% hot 0 z_w +4.5 max bucket share 0.0080% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:26:05Z] SEED CENSUS top: p31-attack-f8 id e1d4f6f0b20bc0fe attempt 4 ratio_0.1% window 1.001x flat 1.000x X_0.1% +0.0001% X_1% +0.0002% hot 0 z_w +4.7 max bucket share 0.0082% max sat share 0.0000% acc addr 2 acc sat 0
+[2026-10-08T15:26:05Z] SEED CENSUS top: p28-attack-f8 id 735a18143ebb34b7 attempt 0 ratio_0.1% window 1.000x flat 1.139x X_0.1% +0.0001% X_1% -0.0000% hot 0 z_w +5.3 max bucket share 0.0080% max sat share 0.0000% acc addr 2 acc sat 0
+Terminated
+lease: released 8 pool cores after 1064 s, exit 0

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/run.txt

@@ -0,0 +1 @@
+# pack hl-v6-fold class mx8+sh256x27+state+fold epoch edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07 day 69676e65756d2d6461792ffa50000000000000 era edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07 state /srv/builds/v6-census/packs/node1-state.igsd1 day-index 20730 era-widths 4 bin 50903d300aa46f20 f8 9ba2210b5d14376b host igneum-build-4 start 2026-10-08T15:08:15Z

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/show.txt

@@ -0,0 +1,67 @@
+seed "igneum-epoch/edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07" generator v5 class mx8-erad810f22d+sh256x27+state+fold attempt 1 program id 482dc0dad937135b seed words 29e76ddb db25cf2a 596c281e b8284534 50556ce6 336eb6d5 01933285 39690d9f
+op mix load=16 mad=8 mul=6 xor=6 rotr=5 shfl=5 sub=5 add=4 mulhi=4 rotl=4 or=1 loads/hash 128 bytes/hash 512
+era d810f22d (igneum-era/0/edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07): width 4 B, stride mul 0x9ad30d99 rot 29, interleave [0, 2, 12, 13], windows (site:shrink:offset) 1:2:3 4:2:1 6:2:1 10:1:1 12:0:0 20:0:0 27:0:0 30:0:0 35:2:3 40:0:0 41:2:1 43:0:0 45:2:1 52:1:1 53:0:0 54:2:1
+ 0: rotl  dst=7 src=2 src2=3 imm=0xb74ea98c imm2=0x8b3d47ad rot=4 bit=26 mask=4
+ 1: load  dst=4 src=7 src2=4 imm=0xfe289106 imm2=0x3b97ce9c rot=20 bit=2 mask=8
+ 2: mad   dst=7 src=1 src2=2 imm=0x489003a1 imm2=0xbd2e8079 rot=22 bit=5 mask=2
+ 3: mulhi dst=3 src=0 src2=3 imm=0x0da6b978 imm2=0x7179d04b rot=14 bit=18 mask=8
+ 4: load  dst=0 src=4 src2=3 imm=0x81ea96d2 imm2=0x4bec214d rot=8 bit=24 mask=1
+ 5: mad   dst=1 src=7 src2=5 imm=0x4e1e08da imm2=0x50f04290 rot=24 bit=18 mask=2
+ 6: load  dst=6 src=0 src2=4 imm=0xfc5a8e96 imm2=0x1593265a rot=4 bit=13 mask=1
+ 7: mul   dst=1 src=0 src2=2 imm=0xfd4c1c2d imm2=0x64c58a5a rot=8 bit=30 mask=8
+ 8: mulhi dst=3 src=6 src2=5 imm=0x544a6b11 imm2=0x7031aec6 rot=11 bit=27 mask=8
+ 9: mul   dst=1 src=5 src2=6 imm=0xbc0e991a imm2=0x24951f6f rot=9 bit=20 mask=4
+10: load  dst=6 src=7 src2=6 imm=0xd1d3b4dc imm2=0x8abc511a rot=24 bit=10 mask=2
+11: rotl  dst=2 src=7 src2=4 imm=0xefd8d9fe imm2=0xf313ac11 rot=29 bit=26 mask=8
+12: load  dst=1 src=2 src2=6 imm=0x1ff2abc5 imm2=0x29973085 rot=12 bit=11 mask=8
+13: add   dst=6 src=2 src2=3 imm=0x2adfcf68 imm2=0x3dfa4fd3 rot=24 bit=16 mask=1
+14: mad   dst=7 src=6 src2=7 imm=0xc74e15bb imm2=0x1998b9e9 rot=29 bit=11 mask=4
+15: xor   dst=3 src=1 src2=4 imm=0xc1fa1c2b imm2=0x19cd611e rot=28 bit=24 mask=8
+16: rotr  dst=4 src=1 src2=1 imm=0x3d51348b imm2=0xca99cc47 rot=25 bit=18 mask=16
+17: add   dst=0 src=6 src2=7 imm=0x80dfe651 imm2=0x07ec281f rot=19 bit=27 mask=16
+18: shfl  dst=1 src=6 src2=6 imm=0x57e8ff73 imm2=0xf30de8b1 rot=8 bit=15 mask=1
+19: sub   dst=2 src=5 src2=1 imm=0x226c75ff imm2=0x2b5113d6 rot=10 bit=8 mask=8
+20: load  dst=6 src=1 src2=0 imm=0xeb29619b imm2=0x77e96401 rot=6 bit=3 mask=2
+21: mad   dst=0 src=2 src2=1 imm=0x0a7cd83e imm2=0xd621a06a rot=14 bit=18 mask=16
+22: sub   dst=3 src=1 src2=3 imm=0x918d7d68 imm2=0x4b274765 rot=13 bit=8 mask=1
+23: mad   dst=4 src=6 src2=6 imm=0x09f6ad80 imm2=0x8ee100af rot=19 bit=13 mask=1
+24: rotr  dst=1 src=0 src2=6 imm=0x7e2a526e imm2=0xeee2ff2b rot=9 bit=29 mask=16
+25: or    dst=6 src=2 src2=6 imm=0x422b8abe imm2=0xd0fb548e rot=9 bit=8 mask=16
+26: mulhi dst=6 src=3 src2=1 imm=0x6fa482a1 imm2=0x51d399ff rot=19 bit=24 mask=1
+27: load  dst=4 src=7 src2=4 imm=0xd995cc5a imm2=0xd83339c3 rot=11 bit=7 mask=8
+28: mad   dst=4 src=3 src2=5 imm=0xebaeffff imm2=0xf1b43544 rot=9 bit=19 mask=8
+29: sub   dst=6 src=5 src2=3 imm=0xdbb84507 imm2=0xefef3aa1 rot=2 bit=17 mask=16
+30: load  dst=6 src=2 src2=2 imm=0x8410ad34 imm2=0x97753c2a rot=2 bit=11 mask=4
+31: shfl  dst=2 src=3 src2=7 imm=0xb565fe25 imm2=0xc3cf133b rot=27 bit=9 mask=2
+32: sub   dst=2 src=1 src2=4 imm=0xa3972163 imm2=0x7601161c rot=31 bit=16 mask=4
+33: xor   dst=4 src=1 src2=3 imm=0xb0e6bf16 imm2=0x47bab3e2 rot=5 bit=4 mask=1
+34: shfl  dst=6 src=3 src2=7 imm=0xc5d311aa imm2=0xc3d65f5f rot=10 bit=11 mask=1
+35: load  dst=7 src=4 src2=5 imm=0x78d74049 imm2=0x21718728 rot=22 bit=20 mask=2
+36: add   dst=5 src=6 src2=6 imm=0x165f4767 imm2=0x8a978b3c rot=25 bit=11 mask=2
+37: mul   dst=5 src=2 src2=1 imm=0xeca4eb38 imm2=0x44f1ccf1 rot=2 bit=14 mask=16
+38: mad   dst=7 src=1 src2=4 imm=0x21766790 imm2=0xdfdd8f07 rot=4 bit=12 mask=16
+39: xor   dst=5 src=7 src2=4 imm=0x636c35f9 imm2=0x08b26d02 rot=24 bit=21 mask=8
+40: load  dst=1 src=7 src2=4 imm=0xdaf67234 imm2=0x943f63f1 rot=7 bit=7 mask=2
+41: load  dst=2 src=0 src2=5 imm=0xb269db8f imm2=0x6d74e05c rot=31 bit=13 mask=2
+42: xor   dst=5 src=2 src2=5 imm=0x21eb091a imm2=0x668a424f rot=27 bit=27 mask=4
+43: load  dst=1 src=3 src2=4 imm=0x367d0c30 imm2=0x9362cac7 rot=8 bit=16 mask=8
+44: add   dst=6 src=4 src2=7 imm=0x7950576c imm2=0xd11e2feb rot=11 bit=18 mask=1
+45: load  dst=6 src=1 src2=1 imm=0x736a8282 imm2=0xe6d0e698 rot=30 bit=8 mask=16
+46: rotr  dst=1 src=3 src2=5 imm=0x2768820e imm2=0x8b122f17 rot=6 bit=7 mask=2
+47: mulhi dst=6 src=1 src2=2 imm=0x82d0601d imm2=0xeb7084f0 rot=8 bit=29 mask=8
+48: shfl  dst=3 src=7 src2=7 imm=0xfc429de4 imm2=0x6dab6aa6 rot=25 bit=10 mask=4
+49: rotr  dst=4 src=5 src2=6 imm=0x060459f7 imm2=0x1bc3b285 rot=14 bit=3 mask=2
+50: mul   dst=0 src=7 src2=0 imm=0xd646866a imm2=0xea39a9a7 rot=25 bit=18 mask=1
+51: mad   dst=5 src=6 src2=5 imm=0xa9534e41 imm2=0x91716ae6 rot=11 bit=23 mask=4
+52: load  dst=3 src=1 src2=5 imm=0xacc543ad imm2=0xceca4a40 rot=25 bit=26 mask=8
+53: load  dst=5 src=3 src2=5 imm=0xe4f778df imm2=0xf2fd326e rot=1 bit=12 mask=16
+54: load  dst=6 src=5 src2=7 imm=0x2e6979f2 imm2=0x9074a681 rot=28 bit=21 mask=16
+55: rotl  dst=5 src=7 src2=2 imm=0xa03d9a31 imm2=0x1edad893 rot=18 bit=16 mask=2
+56: shfl  dst=4 src=3 src2=4 imm=0xf576d4f5 imm2=0xc49f73a7 rot=10 bit=24 mask=2
+57: xor   dst=5 src=0 src2=6 imm=0x3bb49aa0 imm2=0xa4d97985 rot=17 bit=14 mask=2
+58: rotl  dst=1 src=6 src2=2 imm=0xa7cd939b imm2=0x5e1de7ae rot=28 bit=24 mask=2
+59: sub   dst=0 src=7 src2=7 imm=0xf4b46978 imm2=0x8858145f rot=10 bit=18 mask=1
+60: rotr  dst=1 src=0 src2=7 imm=0xcdbd8508 imm2=0xe8da863a rot=14 bit=2 mask=4
+61: mul   dst=1 src=0 src2=4 imm=0xbfc97de8 imm2=0xef9005bd rot=14 bit=7 mask=4
+62: xor   dst=6 src=0 src2=7 imm=0xb2f442e8 imm2=0x4054a66a rot=20 bit=28 mask=4
+63: mul   dst=5 src=4 src2=4 imm=0x8e93815d imm2=0xbaa794a5 rot=24 bit=8 mask=16

docs/analysis/class-v6/logs/census-packs/hl-v6-fold/sitestats.tsv

@@ -0,0 +1,20 @@
+program id 482dc0dad937135b class mx8-erad810f22d+sh256x27+state+fold attempt 1 generator v5
+rule: ACCEPTED, distinct 128.000 per hash, saturated 27, bias max 58
+site	instr	win	off	width	distinct	ratio	under_c2	under_c3	bucket_ratio	bucket_z	bucket_id	bit_z	bit	top_count
+0	1	2	3	1	1040312	0.99993	0	0	1.516	4.12	57934	2.20	11	4
+1	4	2	1	1	1040243	0.99986	0	0	1.562	4.50	25964	-2.20	12	3
+2	6	2	1	1	1040357	0.99997	0	0	1.516	4.12	20887	2.27	3	3
+3	10	1	1	1	1044534	1.00005	0	0	1.812	4.60	55587	-1.61	23	3
+4	12	0	0	1	1046580	1.00005	0	0	2.125	4.50	24580	-1.95	19	3
+5	20	0	0	1	1046489	0.99996	0	0	2.312	5.25	1445	2.20	0	2
+6	27	0	0	1	1046520	0.99999	0	0	2.250	5.00	23786	1.78	5	3
+7	30	0	0	1	1046538	1.00001	0	0	2.250	5.00	37221	-1.52	26	3
+8	35	2	3	1	1040626	1.00023	0	0	1.531	4.25	64414	-2.80	21	3
+9	40	0	0	1	1046585	1.00005	0	0	2.312	5.25	62335	2.46	0	3
+10	41	2	1	1	1040585	1.00019	0	0	1.531	4.25	21474	-2.41	7	3
+11	43	0	0	1	1046520	0.99999	0	0	2.250	5.00	848	-2.45	10	3
+12	45	2	1	1	1040538	1.00015	0	0	1.516	4.12	22792	-1.94	13	3
+13	52	1	1	1	1044512	1.00003	0	0	1.688	3.89	34759	-1.91	9	3
+14	53	0	0	1	1046576	1.00005	0	0	2.188	4.75	45145	2.06	13	3
+15	54	2	1	1	1040428	1.00004	0	0	1.516	4.12	17628	2.84	12	3
+summary: sites 16, min ratio 0.99986, under 0.98: 0, under 0.995: 0, bucket z max 5.25, bit z max 2.84, sites over 6 sigma 0, 4.3 s

docs/analysis/class-v6/logs/census-packs/hl-v6-foldrw/census.tsv

@@ -0,0 +1,259 @@
+# census class mx8+sh256x27+state+fold+rw eras [0] seeds 256 era-widths 4 state /srv/builds/v6-census/packs/node1-state.igsd1 erahex edc4fa844da9dc98d37e965176f6558a31560e40502ab3ae5491b21aaaabfb07 weights base bittest off bin 50903d300aa46f20 start 2026-10-08T15:21:04Z host igneum-build-4 threads 7
+cand	era	seed	candidates	accepted	attempt	bit_z	bit_site	bit_bit	reasons
+census	0	5	1	1	0	3.7	8	11	
+census	0	4	1	1	0	nan	-	-	
+census	0	3	1	1	0	3.1	4	9	
+census	0	2	1	1	0	3.2	9	20	
+census	0	0	1	1	0	2.9	15	9	
+census	0	6	3	1	2	3.2	2	24	b=1;a'=1;
+census	0	1	1	1	0	nan	-	-	
+census	0	7	1	1	0	3.9	6	1	
+census	0	11	1	1	0	nan	-	-	
+census	0	10	1	1	0	3.6	1	2	
+census	0	12	2	1	1	nan	-	-	a'=1;
+census	0	13	2	1	1	nan	-	-	a'=1;
+census	0	9	1	1	0	3.1	13	19	
+census	0	8	1	1	0	nan	-	-	
+census	0	16	1	1	0	2.8	2	15	
+census	0	15	1	1	0	nan	-	-	
+census	0	14	1	1	0	3.5	11	6	
+census	0	17	2	1	1	3.9	4	0	a'=1;
+census	0	19	1	1	0	3.0	1	0	
+census	0	20	1	1	0	nan	-	-	
+census	0	18	1	1	0	nan	-	-	
+census	0	21	1	1	0	2.9	10	7	
+census	0	23	1	1	0	2.9	6	23	
+census	0	26	2	1	1	3.0	3	17	a'=1;
+census	0	22	1	1	0	nan	-	-	
+census	0	24	1	1	0	3.3	9	8	
+census	0	27	1	1	0	3.2	5	17	
+census	0	25	1	1	0	nan	-	-	
+census	0	28	1	1	0	3.2	5	14	
+census	0	30	1	1	0	2.9	13	3	
+census	0	29	1	1	0	3.1	15	20	
+census	0	31	1	1	0	3.3	10	24	
+census	0	32	2	1	1	nan	-	-	a'=1;
+census	0	33	1	1	0	nan	-	-	
+census	0	34	1	1	0	nan	-	-	
+census	0	35	1	1	0	3.3	12	11	
+census	0	36	1	1	0	3.1	0	11	
+census	0	37	1	1	0	3.0	4	8	
+census	0	38	1	1	0	nan	-	-	
+census	0	40	1	1	0	3.1	15	25	
+census	0	39	1	1	0	nan	-	-	
+census	0	41	1	1	0	3.4	12	8	
+census	0	42	1	1	0	3.5	9	20	
+census	0	43	1	1	0	nan	-	-	
+census	0	44	1	1	0	3.4	8	20	
+census	0	45	1	1	0	3.2	4	15	
+census	0	46	2	1	1	2.8	12	19	a=1;
+census	0	48	1	1	0	nan	-	-	
+census	0	47	1	1	0	3.9	0	17	
+census	0	49	2	1	1	nan	-	-	a'=1;
+census	0	50	1	1	0	3.1	5	21	
+census	0	51	1	1	0	2.9	1	13	
+census	0	52	1	1	0	nan	-	-	
+census	0	53	1	1	0	nan	-	-	
+census	0	54	1	1	0	2.9	2	21	
+census	0	55	1	1	0	3.2	11	22	
+census	0	56	1	1	0	2.7	10	25	
+census	0	57	1	1	0	nan	-	-	
+census	0	58	1	1	0	3.4	12	15	
+census	0	59	1	1	0	nan	-	-	
+census	0	60	1	1	0	3.0	9	0	
+census	0	61	1	1	0	nan	-	-	
+census	0	62	1	1	0	nan	-	-	
+census	0	64	1	1	0	nan	-	-	
+census	0	65	1	1	0	nan	-	-	
+census	0	63	1	1	0	2.8	11	4	
+census	0	67	1	1	0	3.5	1	19	
+census	0	69	1	1	0	nan	-	-	
+census	0	68	1	1	0	3.4	5	21	
+census	0	66	1	1	0	3.1	8	20	
+census	0	71	1	1	0	nan	-	-	
+census	0	72	1	1	0	3.2	7	14	
+census	0	70	1	1	0	3.4	4	24	
+census	0	73	1	1	0	3.1	11	1	
+census	0	75	2	1	1	nan	-	-	a'=1;
+census	0	76	1	1	0	3.2	6	3	
+census	0	74	1	1	0	3.2	13	13	
+census	0	79	1	1	0	3.3	14	19	
+census	0	78	1	1	0	nan	-	-	
+census	0	77	1	1	0	nan	-	-	
+census	0	80	1	1	0	nan	-	-	
+census	0	81	1	1	0	nan	-	-	
+census	0	82	2	1	1	nan	-	-	a=1;
+census	0	83	1	1	0	3.6	7	10	
+census	0	84	1	1	0	nan	-	-	
+census	0	85	1	1	0	3.3	13	16	
+census	0	86	1	1	0	3.4	2	24	
+census	0	87	1	1	0	3.8	0	4	
+census	0	88	2	1	1	nan	-	-	a'=1;
+census	0	89	1	1	0	3.3	1	1	
+census	0	90	1	1	0	nan	-	-	
+census	0	94	1	1	0	nan	-	-	
+census	0	95	1	1	0	2.8	5	1	
+census	0	91	1	1	0	nan	-	-	
+census	0	92	1	1	0	nan	-	-	
+census	0	93	1	1	0	nan	-	-	
+census	0	97	1	1	0	2.7	5	7	
+census	0	96	1	1	0	nan	-	-	
+census	0	98	1	1	0	nan	-	-	
+census	0	99	1	1	0	3.1	11	14	
+census	0	100	1	1	0	nan	-	-	
+census	0	101	1	1	0	3.5	12	24	
+census	0	102	1	1	0	nan	-	-	
+census	0	103	1	1	0	nan	-	-	
+census	0	104	1	1	0	3.2	4	6	
+census	0	105	1	1	0	nan	-	-	
+census	0	106	1	1	0	3.0	13	8	
+census	0	107	1	1	0	3.3	4	23	
+census	0	108	1	1	0	nan	-	-	
+census	0	109	1	1	0	2.8	12	18	
+census	0	110	1	1	0	nan	-	-	
+census	0	111	1	1	0	3.4	2	11	
+census	0	112	1	1	0	nan	-	-	
+census	0	113	1	1	0	3.8	14	8	
+census	0	114	1	1	0	3.1	1	24	
+census	0	115	1	1	0	2.9	4	0	
+census	0	116	1	1	0	nan	-	-	
+census	0	117	2	1	1	3.0	1	12	a'=1;
+census	0	118	1	1	0	3.4	4	1	
+census	0	119	1	1	0	3.1	2	8	
+census	0	121	1	1	0	3.3	4	22	
+census	0	120	1	1	0	2.6	5	2	
+census	0	122	1	1	0	2.8	1	4	
+census	0	123	1	1	0	nan	-	-	
+census	0	124	1	1	0	nan	-	-	
+census	0	125	1	1	0	nan	-	-	
+census	0	126	1	1	0	nan	-	-	
+census	0	127	1	1	0	3.1	0	22	
+census	0	128	1	1	0	3.0	9	16	
+census	0	129	1	1	0	4.0	4	10	
+census	0	131	1	1	0	nan	-	-	
+census	0	130	1	1	0	nan	-	-	
+census	0	132	1	1	0	nan	-	-	
+census	0	133	1	1	0	3.1	12	7	
+census	0	134	1	1	0	3.8	8	8	
+census	0	135	1	1	0	3.4	1	5	
+census	0	136	2	1	1	2.8	9	8	a'=1;
+census	0	138	1	1	0	3.4	10	27	
+census	0	137	1	1	0	2.9	9	19	
+census	0	139	1	1	0	nan	-	-	
+census	0	140	2	1	1	4.0	4	0	a'=1;
+census	0	141	2	1	1	2.8	7	3	a'=1;
+census	0	142	1	1	0	nan	-	-	
+census	0	143	1	1	0	nan	-	-	
+census	0	144	1	1	0	nan	-	-	
+census	0	145	1	1	0	3.1	8	0	
+census	0	146	1	1	0	4.4	11	24	
+census	0	147	1	1	0	3.0	6	10	
+census	0	148	2	1	1	2.9	9	10	a=1;
+census	0	149	1	1	0	3.2	13	22	
+census	0	150	1	1	0	nan	-	-	
+census	0	151	1	1	0	nan	-	-	
+census	0	152	1	1	0	3.1	12	22	
+census	0	153	1	1	0	nan	-	-	
+census	0	154	1	1	0	3.9	1	2	
+census	0	156	1	1	0	nan	-	-	
+census	0	155	1	1	0	2.7	3	14	
+census	0	157	1	1	0	nan	-	-	
+census	0	160	1	1	0	nan	-	-	
+census	0	158	1	1	0	nan	-	-	
+census	0	161	1	1	0	nan	-	-	
+census	0	159	1	1	0	nan	-	-	
+census	0	163	1	1	0	nan	-	-	
+census	0	162	1	1	0	nan	-	-	
+census	0	164	1	1	0	3.0	5	20	
+census	0	165	1	1	0	nan	-	-	
+census	0	166	1	1	0	nan	-	-	
+census	0	167	1	1	0	nan	-	-	
+census	0	168	1	1	0	nan	-	-	
+census	0	169	2	1	1	3.0	14	7	a'=1;
+census	0	170	3	1	2	2.7	6	26	a'=2;
+census	0	171	2	1	1	nan	-	-	b=1;
+census	0	172	1	1	0	2.9	3	17	
+census	0	173	1	1	0	nan	-	-	
+census	0	174	1	1	0	3.1	10	11	
+census	0	175	1	1	0	4.0	2	20	
+census	0	176	1	1	0	nan	-	-	
+census	0	177	1	1	0	nan	-	-	
+census	0	178	1	1	0	nan	-	-	
+census	0	179	1	1	0	nan	-	-	
+census	0	180	1	1	0	2.6	15	19	
+census	0	181	1	1	0	3.0	4	6	
+census	0	184	1	1	0	3.2	12	19	
+census	0	182	1	1	0	nan	-	-	
+census	0	183	2	1	1	nan	-	-	a'=1;
+census	0	185	1	1	0	nan	-	-	
+census	0	186	1	1	0	3.2	7	14	
+census	0	187	1	1	0	nan	-	-	
+census	0	188	1	1	0	3.1	11	20	
+census	0	189	1	1	0	2.7	6	16	
+census	0	191	1	1	0	nan	-	-	
+census	0	190	1	1	0	nan	-	-	
+census	0	192	1	1	0	3.0	7	13	
+census	0	193	1	1	0	2.9	0	2	
+census	0	194	1	1	0	nan	-	-	
+census	0	195	2	1	1	3.1	9	20	a'=1;
+census	0	196	1	1	0	3.3	10	19	
+census	0	197	1	1	0	nan	-	-	
+census	0	198	1	1	0	nan	-	-	
+census	0	199	1	1	0	3.6	13	13	
+census	0	200	3	1	2	nan	-	-	a=2;
+census	0	201	1	1	0	3.0	5	8	
+census	0	202	1	1	0	2.9	0	25	
+census	0	204	1	1	0	3.3	5	14	
+census	0	203	1	1	0	2.9	3	23	
+census	0	205	1	1	0	4.2	3	24	
+census	0	207	1	1	0	nan	-	-	
+census	0	206	1	1	0	3.9	3	10	
+census	0	208	1	1	0	3.2	15	15	
+census	0	209	1	1	0	nan	-	-	
+census	0	210	2	1	1	nan	-	-	a'=1;
+census	0	211	1	1	0	3.3	13	13	
+census	0	213	1	1	0	3.2	13	20	
+census	0	212	1	1	0	2.9	5	14	
+census	0	214	1	1	0	2.9	3	22	
+census	0	215	1	1	0	2.9	6	5	
+census	0	216	2	1	1	2.8	1	15	a'=1;
+census	0	217	1	1	0	nan	-	-	
+census	0	219	1	1	0	2.9	5	4	
+census	0	218	1	1	0	3.1	11	17	
+census	0	220	2	1	1	2.9	0	18	a=1;
+census	0	221	1	1	0	nan	-	-	
+census	0	223	1	1	0	3.1	7	5	
+census	0	222	1	1	0	nan	-	-	
+census	0	225	2	1	1	3.1	7	20	b=1;
+census	0	224	1	1	0	nan	-	-	
+census	0	226	1	1	0	nan	-	-	
+census	0	228	1	1	0	nan	-	-	
+census	0	229	1	1	0	3.8	9	17	
+census	0	227	1	1	0	3.6	6	7	
+census	0	230	1	1	0	3.5	12	17	
+census	0	232	1	1	0	nan	-	-	
+census	0	233	2	1	1	nan	-	-	b=1;
+census	0	234	1	1	0	3.7	1	18	
+census	0	231	2	1	1	nan	-	-	c'''=1;
+census	0	235	1	1	0	3.8	9	8	
+census	0	237	1	1	0	nan	-	-	
+census	0	236	1	1	0	nan	-	-	
+census	0	238	1	1	0	2.7	10	18	
+census	0	239	1	1	0	nan	-	-	
+census	0	240	1	1	0	nan	-	-	
+census	0	241	1	1	0	nan	-	-	
+census	0	242	1	1	0	2.9	10	22	
+census	0	243	1	1	0	2.8	3	3	
+census	0	244	1	1	0	2.7	8	16	
+census	0	245	3	1	2	3.5	12	9	b=1;a=1;
+census	0	246	2	1	1	nan	-	-	a'=1;
+census	0	247	1	1	0	nan	-	-	
+census	0	248	1	1	0	4.2	13	21	
+census	0	249	1	1	0	nan	-	-	
+census	0	250	1	1	0	3.1	4	20	
+census	0	251	1	1	0	nan	-	-	
+census	0	252	1	1	0	nan	-	-	
+census	0	253	1	1	0	3.1	8	14	
+census	0	254	1	1	0	nan	-	-	
+census	0	255	1	1	0	3.9	6	24	
+# end 2026-10-08T15:25:35Z rows=257

docs/analysis/class-v6/logs/census-packs/hl-v6-foldrw/f8-p10.log

@@ -0,0 +1,76 @@
+lease: holding 8 pool cores (64,65,66,67,68,69,70,71, waited 1 s, class v5, mem 8 GB): class v6 census: pack hl-v6-foldrw F8 known-failed p10 at 2^24 (window control, by site)
+[2026-10-08T15:36:35Z] attack-f8 0.1.0 (igneum-pow 4); args ["census", "--programs", "10..10", "--nonces", "16777216", "--control", "window", "--by-site", "--class", "v5", "--state", "/srv/builds/v6-census/packs/node1-state.igsd1", "--load-class", "mx8+sh256x27+state+fold+rw", "--era-widths", "4", "--day", "20730", "--threads", "8", "--out", "/srv/builds/v6-census/packs-out/hl-v6-foldrw/f8-p10"]
+[2026-10-08T15:36:35Z] census warps: programs [10] day 20730 nonces 16777216 threads 8 plant none validate all check_every 997 diag true
+[2026-10-08T15:36:35Z] day 20730: cache filled in 0.60 s, fnv 448274a57f508cbc
+[2026-10-08T15:37:00Z] table: 16777216 items derived with their 8 lines in 24.5 s; library comparison all (0 mismatches)
+[2026-10-08T15:37:04Z] program p10-attack-f8: epoch seed 09368273d8db2033d44dd7ded3ddc0b77f0534c0eda2df0738322f27703dbf14 era seed 765f89f9870a30625296d2e6a5c5c5e669f5c92126edf631cc3dc00cffdfadf4 id 3f0ac4fc25d85118 attempt 0 class mx8-era8e8bdbb5+sh256x27+state+fold+rw op mix load=16 rotl=11 add=8 xor=7 mad=6 sub=6 shfl=4 mul=3 rotr=3; era stride mul 0x5732bb5d rot 17 interleave [3, 5, 8, 13] windows 1:1:1 2:1:1 4:0:0 5:2:2 8:0:0 18:2:3 24:0:0 25:2:1 28:2:1 37:2:0 39:2:3 41:1:0 45:1:0 52:0:0 53:1:0 57:1:1
+[2026-10-08T15:37:04Z] load site instr 1: src r0 win 1 off 1; last base writer add at 0; writers back to the last injecting one: add@0; shadow writes of r0 per rep: add=9 mad=6 mul=3 rotl=6 rotr=2 shfl=2 sub=2 xor=7
+[2026-10-08T15:37:04Z] load site instr 2: src r1 win 1 off 1; last base writer load at 1; writers back to the last injecting one: load@1; shadow writes of r1 per rep: add=5 mad=4 mul=1 mulhi=1 rotl=3 rotr=8 shfl=2 sub=4 xor=6
+[2026-10-08T15:37:04Z] load site instr 4: src r3 win 0 off 0; last base writer load at 2; writers back to the last injecting one: load@2; shadow writes of r3 per rep: add=5 mad=2 mul=1 rotl=6 rotr=6 shfl=1 sub=8 xor=3
+[2026-10-08T15:37:04Z] load site instr 5: src r1 win 2 off 2; last base writer mad at 3; writers back to the last injecting one: mad@3; shadow writes of r1 per rep: add=5 mad=4 mul=1 mulhi=1 rotl=3 rotr=8 shfl=2 sub=4 xor=6
+[2026-10-08T15:37:04Z] load site instr 8: src r6 win 0 off 0; last base writer sub at 7; writers back to the last injecting one: sub@7; shadow writes of r6 per rep: add=3 mad=5 mul=2 mulhi=1 rotl=6 rotr=3 shfl=1 sub=2 xor=3
+[2026-10-08T15:37:04Z] load site instr 18: src r5 win 2 off 3; last base writer add at 9; writers back to the last injecting one: add@9; shadow writes of r5 per rep: add=1 mad=5 mul=2 rotl=7 rotr=3 shfl=1 xor=4
+[2026-10-08T15:37:04Z] load site instr 24: src r4 win 0 off 0; last base writer mad at 14; writers back to the last injecting one: mad@14; shadow writes of r4 per rep: add=7 mad=8 mul=1 rotl=3 rotr=1 shfl=1 sub=4 xor=5
+[2026-10-08T15:37:04Z] load site instr 25: src r6 win 2 off 1; last base writer shfl at 15; writers back to the last injecting one: shfl@15; shadow writes of r6 per rep: add=3 mad=5 mul=2 mulhi=1 rotl=6 rotr=3 shfl=1 sub=2 xor=3
+[2026-10-08T15:37:04Z] load site instr 28: src r1 win 2 off 1; last base writer sub at 26; writers back to the last injecting one: sub@26; shadow writes of r1 per rep: add=5 mad=4 mul=1 mulhi=1 rotl=3 rotr=8 shfl=2 sub=4 xor=6
+[2026-10-08T15:37:04Z] load site instr 37: src r1 win 2 off 0; last base writer mad at 33; writers back to the last injecting one: mad@33; shadow writes of r1 per rep: add=5 mad=4 mul=1 mulhi=1 rotl=3 rotr=8 shfl=2 sub=4 xor=6
+[2026-10-08T15:37:04Z] load site instr 39: src r5 win 2 off 3; last base writer mad at 38; writers back to the last injecting one: mad@38; shadow writes of r5 per rep: add=1 mad=5 mul=2 rotl=7 rotr=3 shfl=1 xor=4
+[2026-10-08T15:37:04Z] load site instr 41: src r4 win 1 off 0; last base writer xor at 30; writers back to the last injecting one: xor@30; shadow writes of r4 per rep: add=7 mad=8 mul=1 rotl=3 rotr=1 shfl=1 sub=4 xor=5
+[2026-10-08T15:37:04Z] load site instr 45: src r2 win 1 off 0; last base writer rotl at 36; writers back to the last injecting one: rotl@36 rotr@32 load@28; shadow writes of r2 per rep: add=6 mad=6 mul=2 rotl=5 rotr=5 sub=6 xor=6
+[2026-10-08T15:37:04Z] load site instr 52: src r3 win 0 off 0; last base writer load at 41; writers back to the last injecting one: load@41; shadow writes of r3 per rep: add=5 mad=2 mul=1 rotl=6 rotr=6 shfl=1 sub=8 xor=3
+[2026-10-08T15:37:04Z] load site instr 53: src r6 win 1 off 0; last base writer xor at 49; writers back to the last injecting one: xor@49; shadow writes of r6 per rep: add=3 mad=5 mul=2 mulhi=1 rotl=6 rotr=3 shfl=1 sub=2 xor=3
+[2026-10-08T15:37:04Z] load site instr 57: src r4 win 1 off 1; last base writer load at 52; writers back to the last injecting one: load@52; shadow writes of r4 per rep: add=7 mad=8 mul=1 rotl=3 rotr=1 shfl=1 sub=4 xor=5
+[2026-10-08T15:37:04Z] window layer: site item windows (first, items) (0x800000,2^23) (0x800000,2^23) (0x0,2^24) (0x800000,2^22) (0x0,2^24) (0xc00000,2^22) (0x0,2^24) (0x400000,2^22) (0x400000,2^22) (0x0,2^22) (0xc00000,2^22) (0x0,2^23) (0x0,2^23) (0x0,2^24) (0x0,2^23) (0x800000,2^23); expected reads per item by quarter 112.000 144.000 112.000 144.000 (flat uniform 128.000)
+[2026-10-08T15:39:44Z] 524288 warps (16777216 nonces) interpreted in 160.8 s (2.454 ms per warp per thread); Epoch::hash_warp agreement on 589 warps: 0 mismatches
+[2026-10-08T15:39:44Z] p10-attack-f8 distinct lines per hash: n 16777216 min 1008 p1 1023 median 1024 p99 1024 max 1024 mean 1023.8712
+[2026-10-08T15:39:44Z] p10-attack-f8 distinct items per hash: n 16777216 min 126 p1 128 median 128 p99 128 max 128 mean 127.9995
+[2026-10-08T15:39:44Z] p10-attack-f8 distinct lines per warp: n 524288 min 32567 p1 32605 median 32637 p99 32664 max 32692 mean 32636.3073
+[2026-10-08T15:39:44Z] p10-attack-f8 distinct items per warp: n 524288 min 4090 p1 4093 median 4096 p99 4096 max 4096 mean 4095.4929
+[2026-10-08T15:39:44Z] uniform expectation: distinct lines per hash 1023.875 of 1024 reads, per warp 32640.3 of 32768 reads (2^22 lines); distinct items per hash 127.9995 of 128, per warp 4095.50 of 4096 (2^24 items)
+[2026-10-08T15:39:44Z] positions: largest hi16-bucket (256 items) share 0.0071% at p23 (iteration 1, site 7, instr 25); windowed expectation 0.0061%; largest saturated-source share 0.0000% at p5 (site 5, instr 18)
+[2026-10-08T15:39:44Z] acceptance-style (2,048 evaluations, the rule's sample size): the most repeated address at one position 2 of 2048 at p24 (site 8, instr 28); saturated sources at one position 0 of 2048 at p0 (site 0, instr 1); uniform expectation: repeats 1 to 2, saturated 0
+[2026-10-08T15:39:45Z] p10-attack-f8 item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 216 (bin 4990603) z_max +7.78 min 62 z_min -5.83 chi2/dof 3.08508 chi2_z +6039.04 top0.1% 0.14477% top0.5% 0.69695% top1% 1.36818%
+[2026-10-08T15:39:45Z] p10-attack-f8 item histogram against the window density: full 2^24 chi2/dof 1.08656 largest 216 (item 0x4c268b) at +6.00 sigma smallest at -5.17; buckets64 chi2/dof 0.99893 largest 7599 (bucket 146952) at +5.09 sigma smallest at -4.36
+[2026-10-08T15:40:01Z] p10-attack-f8 WINDOWED CONTROL item histogram (flat): bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 214 (bin 16348164) z_max +7.60 min 61 z_min -5.92 chi2/dof 3.00028 chi2_z +5793.42 top0.1% 0.14333% top0.5% 0.69129% top1% 1.35803%
+[2026-10-08T15:40:01Z] p10-attack-f8 WINDOWED CONTROL against the window density: full chi2/dof 0.99993 largest +5.83 sigma; buckets64 chi2/dof 0.99937 largest +4.79 smallest -4.56
+[2026-10-08T15:40:01Z] 6-sigma p10-attack-f8 items buckets64 against the window density: largest bucket +5.09 sigma, smallest -4.36 -> within 6 sigma
+[2026-10-08T15:40:01Z] hot-set p10-attack-f8 items (windowed control): f 0.1% S_f 0.14477% E_f(control) 0.14333% X_f +0.00144% X_f/f +0.0144 -> no hot set
+[2026-10-08T15:40:01Z] hot-set p10-attack-f8 items (windowed control): f 0.5% S_f 0.69695% E_f(control) 0.69129% X_f +0.00567% X_f/f +0.0113 -> no hot set
+[2026-10-08T15:40:01Z] hot-set p10-attack-f8 items (windowed control): f 1.0% S_f 1.36818% E_f(control) 1.35803% X_f +0.01015% X_f/f +0.0102 -> no hot set
+[2026-10-08T15:40:01Z] hot-set p10-attack-f8 items (windowed control): verdict clear
+[2026-10-08T15:40:14Z] p10-attack-f8 FLAT CONTROL item histogram: bins 16777216 reads 2147483648 mean 128.000 sigma 11.314 max 193 (bin 5932401) z_max +5.75 min 76 z_min -4.60 chi2/dof 1.00015 chi2_z +0.44 top0.1% 0.13106% top0.5% 0.63250% top1% 1.24339%
+[2026-10-08T15:40:14Z] hot-set p10-attack-f8 items (flat control, the auditor's first view): f 0.1% S_f 0.14477% E_f(control) 0.13106% X_f +0.01372% X_f/f +0.1372 -> no hot set
+[2026-10-08T15:40:14Z] hot-set p10-attack-f8 items (flat control, the auditor's first view): f 0.5% S_f 0.69695% E_f(control) 0.63250% X_f +0.06446% X_f/f +0.1289 -> no hot set
+[2026-10-08T15:40:14Z] hot-set p10-attack-f8 items (flat control, the auditor's first view): f 1.0% S_f 1.36818% E_f(control) 1.24339% X_f +0.12479% X_f/f +0.1248 -> no hot set
+[2026-10-08T15:40:14Z] hot-set p10-attack-f8 items (flat control, the auditor's first view): verdict clear
+[2026-10-08T15:40:14Z] ratio p10-attack-f8: top 0.1% / 0.5% / 1% share over the WINDOW-MODEL control 1.0100x / 1.0082x / 1.0075x (gate 1.2x at 0.1%: within); over the FLAT control 1.1047x / 1.1019x / 1.1004x
+[2026-10-08T15:40:15Z] attribution: hot threshold count >= 181 marks 20177 items (0.1203% of items) holding 3724407 reads (0.1734% of reads); top 8 items t=0x4c268b:216 t=0x6cf90a:214 t=0x637fbe:212 t=0xf4aef6:211 t=0xf0f372:211 t=0x5db264:211 t=0x4ded4e:211 t=0x5054ed:210
+[2026-10-08T15:41:42Z] attribution: reads on hot items per position (flat expectation 0.1203% of each position's 16777216 reads); the 24 largest: p119(it7 s7)=0.370% p7(it0 s7)=0.370% p104(it6 s8)=0.368% p23(it1 s7)=0.368% p39(it2 s7)=0.367% p56(it3 s8)=0.367% p8(it0 s8)=0.367% p88(it5 s8)=0.367% p24(it1 s8)=0.366% p72(it4 s8)=0.366% p120(it7 s8)=0.366% p55(it3 s7)=0.365% p40(it2 s8)=0.365% p87(it5 s7)=0.365% p71(it4 s7)=0.365% p103(it6 s7)=0.364% p101(it6 s5)=0.240% p53(it3 s5)=0.238% p5(it0 s5)=0.238% p85(it5 s5)=0.238% p74(it4 s10)=0.237% p42(it2 s10)=0.237% p106(it6 s10)=0.237% p21(it1 s5)=0.237%
+[2026-10-08T15:41:42Z] attribution: hot reads by iteration it0=0.170% it1=0.174% it2=0.174% it3=0.174% it4=0.174% it5=0.174% it6=0.174% it7=0.174% ; by site s0=0.118% s1=0.118% s2=0.151% s3=0.000% s4=0.151% s5=0.237% s6=0.179% s7=0.367% s8=0.367% s9=0.000% s10=0.237% s11=0.207% s12=0.184% s13=0.150% s14=0.191% s15=0.118%
+[2026-10-08T15:41:42Z] site 0 (instr 1, src r0, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.1181% (flat expectation 0.1203%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T15:41:42Z] site 1 (instr 2, src r1, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.1184% (flat expectation 0.1203%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T15:41:42Z] site 2 (instr 4, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1508% (flat expectation 0.1203%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:41:42Z] site 3 (instr 5, src r1, k_off 2 offset 2, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1203%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:41:42Z] site 4 (instr 8, src r6, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1513% (flat expectation 0.1203%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:41:42Z] site 5 (instr 18, src r5, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.2369% (flat expectation 0.1203%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:41:42Z] site 6 (instr 24, src r4, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1791% (flat expectation 0.1203%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:41:42Z] site 7 (instr 25, src r6, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.3668% (flat expectation 0.1203%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:41:42Z] site 8 (instr 28, src r1, k_off 2 offset 1, window 2^22 items): share of its reads into the top 0.1% 0.3666% (flat expectation 0.1203%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:41:42Z] site 9 (instr 37, src r1, k_off 2 offset 0, window 2^22 items): share of its reads into the top 0.1% 0.0000% (flat expectation 0.1203%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:41:42Z] site 10 (instr 39, src r5, k_off 2 offset 3, window 2^22 items): share of its reads into the top 0.1% 0.2366% (flat expectation 0.1203%); index entropy 14.000 bits of 14 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0064% (window expectation 0.0061%)
+[2026-10-08T15:41:42Z] site 11 (instr 41, src r4, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.2071% (flat expectation 0.1203%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T15:41:42Z] site 12 (instr 45, src r2, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.1836% (flat expectation 0.1203%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T15:41:42Z] site 13 (instr 52, src r3, k_off 0 offset 0, window 2^24 items): share of its reads into the top 0.1% 0.1504% (flat expectation 0.1203%); index entropy 16.000 bits of 16 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0017% (window expectation 0.0015%)
+[2026-10-08T15:41:42Z] site 14 (instr 53, src r6, k_off 1 offset 0, window 2^23 items): share of its reads into the top 0.1% 0.1908% (flat expectation 0.1203%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0033% (window expectation 0.0031%)
+[2026-10-08T15:41:42Z] site 15 (instr 57, src r4, k_off 1 offset 1, window 2^23 items): share of its reads into the top 0.1% 0.1183% (flat expectation 0.1203%); index entropy 15.000 bits of 15 uniform-on-window; saturated source 0.0000%; largest 256-item bucket 0.0032% (window expectation 0.0031%)
+[2026-10-08T15:41:42Z] attribution: item 0x4c268b (216 reads) read from positions p56(it3 s8)x10 p55(it3 s7)x9 p71(it4 s7)x9 p72(it4 s8)x9 p14(it0 s14)x7 p103(it6 s7)x7 p104(it6 s8)x7 p24(it1 s8)x6 p40(it2 s8)x6 p43(it2 s11)x6 p87(it5 s7)x6 p120(it7 s8)x5
+[2026-10-08T15:41:42Z] attribution: item 0x6cf90a (214 reads) read from positions p103(it6 s7)x12 p8(it0 s8)x8 p23(it1 s7)x8 p46(it2 s14)x8 p71(it4 s7)x8 p72(it4 s8)x8 p119(it7 s7)x7 p124(it7 s12)x6 p24(it1 s8)x6 p104(it6 s8)x6 p109(it6 s13)x6 p120(it7 s8)x6
+[2026-10-08T15:41:42Z] attribution: item 0x637fbe (212 reads) read from positions p104(it6 s8)x12 p7(it0 s7)x9 p87(it5 s7)x9 p23(it1 s7)x8 p72(it4 s8)x8 p119(it7 s7)x7 p27(it1 s11)x6 p71(it4 s7)x6 p103(it6 s7)x6 p46(it2 s14)x5 p62(it3 s14)x5 p86(it5 s6)x5
+[2026-10-08T15:41:42Z] attribution: item 0xf4aef6 (211 reads) read from positions p85(it5 s5)x11 p1(it0 s1)x9 p106(it6 s10)x9 p21(it1 s5)x8 p53(it3 s5)x8 p90(it5 s10)x8 p111(it6 s15)x7 p10(it0 s10)x6 p47(it2 s15)x6 p117(it7 s5)x6 p122(it7 s10)x5 p6(it0 s6)x5
+[2026-10-08T15:41:42Z] attribution: item 0xf0f372 (211 reads) read from positions p117(it7 s5)x10 p32(it2 s0)x9 p26(it1 s10)x8 p5(it0 s5)x7 p58(it3 s10)x7 p47(it2 s15)x6 p63(it3 s15)x6 p69(it4 s5)x6 p97(it6 s1)x6 p101(it6 s5)x6 p10(it0 s10)x5 p21(it1 s5)x5
+[2026-10-08T15:41:42Z] attribution: item 0x5db264 (211 reads) read from positions p39(it2 s7)x10 p119(it7 s7)x9 p104(it6 s8)x8 p11(it0 s11)x7 p23(it1 s7)x7 p56(it3 s8)x7 p103(it6 s7)x7 p8(it0 s8)x6 p40(it2 s8)x6 p71(it4 s7)x6 p88(it5 s8)x6 p123(it7 s11)x5
+[2026-10-08T15:41:42Z] attribution: item 0x4ded4e (211 reads) read from positions p7(it0 s7)x10 p40(it2 s8)x9 p27(it1 s11)x8 p88(it5 s8)x8 p23(it1 s7)x7 p24(it1 s8)x6 p123(it7 s11)x6 p124(it7 s12)x5 p14(it0 s14)x5 p46(it2 s14)x5 p55(it3 s7)x5 p56(it3 s8)x5
+[2026-10-08T15:41:42Z] attribution: item 0x5054ed (210 reads) read from positions p59(it3 s11)x10 p103(it6 s7)x10 p23(it1 s7)x8 p87(it5 s7)x7 p71(it4 s7)x6 p72(it4 s8)x6 p104(it6 s8)x6 p126(it7 s14)x5 p14(it0 s14)x5 p24(it1 s8)x5 p40(it2 s8)x5 p55(it3 s7)x5
+[2026-10-08T15:41:42Z] hottest item p10-attack-f8 (0x4c268b): 216 reads (0.0000% of all); predicted source none
+[2026-10-08T15:41:42Z] program p10-attack-f8 DONE: 16777216 nonces; 6-sigma (windowed) clear; hot-set clear; verdict PASS (no test fired)
+lease: released 8 pool cores after 308 s, exit 0

docs/analysis/class-v6/logs/census-packs/hl-v6-foldrw/f8-p10/warps-p10-attack-f8-d20730-n16777216-none-distinct.txt

@@ -0,0 +1,140 @@
+# distinct lines_hash: value count
+lines_hash 1008 2
+lines_hash 1012 1
+lines_hash 1013 4
+lines_hash 1014 61
+lines_hash 1015 869
+lines_hash 1016 7347
+lines_hash 1019 5
+lines_hash 1020 143
+lines_hash 1021 4918
+lines_hash 1022 116034
+lines_hash 1023 1845997
+lines_hash 1024 14801835
+# distinct items_hash: value count
+items_hash 126 2
+items_hash 127 8282
+items_hash 128 16768932
+# distinct lines_warp: value count
+lines_warp 32567 1
+lines_warp 32573 1
+lines_warp 32575 1
+lines_warp 32576 2
+lines_warp 32577 5
+lines_warp 32579 3
+lines_warp 32580 2
+lines_warp 32581 9
+lines_warp 32582 9
+lines_warp 32583 8
+lines_warp 32584 11
+lines_warp 32585 21
+lines_warp 32586 19
+lines_warp 32587 21
+lines_warp 32588 31
+lines_warp 32589 37
+lines_warp 32590 48
+lines_warp 32591 66
+lines_warp 32592 88
+lines_warp 32593 80
+lines_warp 32594 127
+lines_warp 32595 150
+lines_warp 32596 168
+lines_warp 32597 205
+lines_warp 32598 274
+lines_warp 32599 318
+lines_warp 32600 425
+lines_warp 32601 451
+lines_warp 32602 530
+lines_warp 32603 644
+lines_warp 32604 780
+lines_warp 32605 887
+lines_warp 32606 1061
+lines_warp 32607 1220
+lines_warp 32608 1553
+lines_warp 32609 1689
+lines_warp 32610 2039
+lines_warp 32611 2379
+lines_warp 32612 2614
+lines_warp 32613 3010
+lines_warp 32614 3420
+lines_warp 32615 3864
+lines_warp 32616 4453
+lines_warp 32617 4956
+lines_warp 32618 5470
+lines_warp 32619 6077
+lines_warp 32620 6775
+lines_warp 32621 7343
+lines_warp 32622 8270
+lines_warp 32623 8815
+lines_warp 32624 9913
+lines_warp 32625 10395
+lines_warp 32626 11151
+lines_warp 32627 11918
+lines_warp 32628 12585
+lines_warp 32629 13242
+lines_warp 32630 14148
+lines_warp 32631 14569
+lines_warp 32632 15372
+lines_warp 32633 15664
+lines_warp 32634 16336
+lines_warp 32635 16425
+lines_warp 32636 16739
+lines_warp 32637 16787
+lines_warp 32638 16778
+lines_warp 32639 16786
+lines_warp 32640 16272
+lines_warp 32641 15810
+lines_warp 32642 15670
+lines_warp 32643 15018
+lines_warp 32644 14765
+lines_warp 32645 13855
+lines_warp 32646 12880
+lines_warp 32647 12415
+lines_warp 32648 11629
+lines_warp 32649 10623
+lines_warp 32650 9874
+lines_warp 32651 8812
+lines_warp 32652 7986
+lines_warp 32653 7142
+lines_warp 32654 6380
+lines_warp 32655 5695
+lines_warp 32656 5125
+lines_warp 32657 4292
+lines_warp 32658 3679
+lines_warp 32659 3133
+lines_warp 32660 2614
+lines_warp 32661 2313
+lines_warp 32662 1845
+lines_warp 32663 1505
+lines_warp 32664 1237
+lines_warp 32665 982
+lines_warp 32666 814
+lines_warp 32667 623
+lines_warp 32668 512
+lines_warp 32669 388
+lines_warp 32670 309
+lines_warp 32671 215
+lines_warp 32672 176
+lines_warp 32673 141
+lines_warp 32674 93
+lines_warp 32675 78
+lines_warp 32676 46
+lines_warp 32677 38
+lines_warp 32678 22
+lines_warp 32679 12
+lines_warp 32680 14
+lines_warp 32681 4
+lines_warp 32682 6
+lines_warp 32683 3
+lines_warp 32684 2
+lines_warp 32686 1
+lines_warp 32689 1
+lines_warp 32692 1
+# distinct items_warp: value count
+items_warp 4090 5
+items_warp 4091 77
+items_warp 4092 828
+items_warp 4093 6838
+items_warp 4094 40551
+items_warp 4095 160513
+items_warp 4096 315476