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npu-pack: the h4096 36-layer fconst row, so Qwen3-8B imports (family != rule row) - #1980
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…private re-quantisation The arm was merged in #1809 with a quantisation rule of its own: per 128-K group, int4 codes in [-8, 7]. The image the device reads is `q4nx_pack_B_int8_blocked()`'s: ONE multiplier per weight column, int8 codes in [-127, 127]. Both start from the same f32 matrix, so the arm computed a DIFFERENT MODEL -- measured on the Mistral-7B 1.9 container: it answered "ikt" to "The capital of France is" and then locked onto one token, while a per-GEMM A/B read cos 0.9999 against f32 on the same tensors. So the image is now built by that same packer (`blocked=1`, the layout the device reads and the fast path -- measured 174.5 s of warm-up blocked=0 versus 32-35 s blocked) and the MAC walks it with `q4nx_layout::blocked_index()`. Measured after, on current main: warm-up 35.2 s and the answer to "The capital of France is" is **'Paris,▁Question:'**, the same first token the device produces; before it was '%%%%...' / '▁/******/'. With the layer-aware cache key already in main (engine#1830 review), the arm now computes the same model as the device to int8 precision, which is what an integer reference has to do before any family can be gated against it. `npu_pack_test` (the ctest that pins the integer forms at K=130) builds and passes; copyright rc 0.
…TICAL to the arm's (384/384)
Dumps were paired by index first and that was meaningless: the two sides reach the GEMM a different number of times
(1024 arm dumps against 384 device dumps on the same request). Keyed by (layer, N, K, ordinal) they pair exactly.
Result, one token, Mistral-7B 1.9 container, one npu-hold ticket:
arm dumps 1024, device dumps 384, paired 384
exactly equal weight-scale arrays: 384/384
worst relative difference: 0.000e+00
Together with the earlier measurements this closes the GEMM question: the activation scale is the same formula on both
sides (`amax/127`, device at xdna_target.cpp:982), the epilogue's two multiplication orders were measured to differ by
0 (the probe returned 0 on every call), the int32 accumulators were identical for the first token's whole pass, and now
the per-column weight scales are exactly equal. So the device's GEMMs are bit-exact against this arm.
What that leaves is outside the GEMM: the arm and the device still differ by 0.30 max|d| in logits, and the non-GEMM
work (RoPE, attention, norms) is shared host code, so the remaining candidates are the fused/selected kernel paths
(fused_gu splits GU differently from the arm's one GEMM) and the head path. That is a different question from
"are the kernels right", and the answer to that one is yes.
Env-gated, off by default (`NPU_I8_GS_DUMP`); nothing in the shipped path changes.
…XACT over four steps
The head was the last place the host arm and the device computed the same tensor differently: in host mode
`run_lm_head()` is a plain f32 matvec ("No I8Ctx is touched") while the device reads a packed quantised table
(`lm_head_packed_`, `run_lm_head_gemv`). That was the whole of the remaining `max|d| = 0.30` once every body GEMM had
been shown bit-exact (weight scales 384/384 identical, accumulators identical, epilogue order gap 0).
The device packs its head tiles with `lctx.packB_into(...)` -> `packB_blocked`, so this builds them with the SAME rule
through `q4nx_pack_B_int8_blocked()` -- one multiplier per column, int8 codes -- chunked by vocabulary block (8192
columns; a whole head image is 622 MB at this vocabulary) and cached per block. The activation row is quantised with
`amax/127` after the same `1/embed_scale` factor the device applies, and the MAC is exact int32 walked with
`q4nx_layout::blocked_index()`, then `d[n] * (ascale * acc)`.
Measured, one npu-hold ticket, device vs this arm, logit dumps compared per step:
step 0: argmax 3916 == 3916 cos 1.000000 max|d| 0
step 1: argmax 278 == 278 cos 1.000000 max|d| 0
step 2: argmax 28725 == 28725 cos 1.000000 max|d| 0
step 3: argmax 22478 == 22478 cos 1.000000 max|d| 0
BIT-EXACT over 4 step(s) at max|d| tolerance 0.0
That is TNPU-ALL section 4's bar met literally for this family rather than read down to "at the accumulator": the
device's arithmetic and the integer reference agree to the last bit, on every step, for a full request.
…iser conflict toward the int8 packer main moved the host arm to a corrected per-128-K **int4** rule (`q4nx_quant_int4_scale`/`_code`, engine#1839) while this branch had replaced that rule with the engine's **int8** packer (`q4nx_pack_B_int8_blocked`, one multiplier per column). One hunk, same lines, two self-consistent answers. Resolved toward the int8 packer, because the question is not which quantiser is nicer but what the DEVICE consumes: its body image comes from `packB_blocked()` -- one multiplier per column, int8 codes -- and the consequence of sharing that exact rule is measured on this branch: device logits **BIT-EXACT** (max|d| = 0, cos 1.000000) over four steps, three repeats, plus an edge case, on one npu-hold ticket. A per-128-K int4 image is a different model; that is what produced the "ikt" lock and the 0.30 residue in the first place. `q4nx_quant_int4_*()` stays in the tree for the paths that genuinely hold int4 codes; nothing here removes it.
The integer arm was only discoverable from the code. It exists because an f32 host arm cannot gate a kernel family: the device's weights are int8 codes with one multiplier per column and int32 accumulators, so f32 differs by quantisation alone (cos 0.9960-0.9974, an argmax flip at step 3 on the h4096 family, neither of them a kernel fault). Documented: what it builds (the engine's own packer and blocked layout, so the reference shares the image rather than re-deriving one), that the LM head is included in vocabulary blocks, the measured BIT-EXACT result on kernels-h4096-b8 with its repeats and edge case, that it is a reference rather than a speed path, and what it does not claim.
A documented reference that nobody can run is a claim, not an instrument: the section now carries the two forward-serve invocations, the dump naming scheme, and the three-step discipline (compare per position, repeat the device arm for determinism, add an edge case).
… at all
`kFconst19Rules` held the 32-layer h4096 row and nothing for 36 layers, so `npu-pack info` refused
`amd/Qwen3-8B_rai_1.9.0_npu` by design: "its block shape has not been measured for hidden 4096, 32 heads, 36
layers … the 1.8 pack of the same model is what establishes it". Measured now, with
tools/fconst19_measure.py against amd/Qwen3-8B_rai_1.8.0_npu_16K:
{4096, 32, 36, 12608, 5, 1, 2297856}
26,104 of 3,756,627,264 bytes differ (6.95e-06 of the file) -- content, not layout
Every field but the layer count is identical to the 32-layer row (prefix 12,608, five tiles of 2,297,856,
rotation 1), which is the first row here where the layer count moves nothing but the number of blocks: the h2048
pair moves both the prefix and the division with it (4,160/9 tiles at 36 layers against 8,512/3 at 24), so this
row is measured rather than inferred from that one.
The consequence beyond this pack: a kernel family and an fconst rule row are not the same partition. One family can
span several rows, so each new pack of a family may cost a measurement before it costs a gate.
Verified end to end: the import now completes -- 5,760/5,760 .fconst tiles survive decode->encode byte for byte,
144 attention projections plus 108 MLP projections with fp32 scale/zero exact for 100.00% of groups, 8 full_i8 ELFs
linked from kernels-h4096-im12288-b8.
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VERDICT: READY at 043e58b
This is a rule row measured the way the table demands, and it is the first row whose evidence is "the layer count changes nothing else" — which is worth stating carefully because it is the opposite of what the table's other rows show.
{4096, 32, 36, 12608, 5, 1, 2297856}
26,104 of 3,756,627,264 bytes differ (6.95e-06 of the file) -- content, not layout
Every field but layers matches the 32-layer Mistral row. The body is honest about why that is not an inference from the h2048 pair — there, the layer count moves the prefix and the tile division with it (4,160 / 9 tiles at 36 against 8,512 / 3 at 24), so a lane that "generalised" from it would have produced a wrong row here. Saying "this row is measured rather than inferred from that one" is the sentence that keeps the next person from doing exactly that.
Three things I checked rather than took on trust:
- the residual is stated, not rounded away —
6.95e-06is the largest in the table, and the comment says so. A table where the biggest residual is the one nobody mentions is a table that is being curated for looks; - it is verified end to end, not parsed: 5,760/5,760 tiles byte-exact through decode→encode, 144 + 108 projections, fp32 scale/zero exact for 100.00 % of groups, and 8
full_i8ELFs linked fromkernels-h4096-im12288-b8. A row that imports is a stronger claim than a row that measures; - the plan-level lesson is filed rather than absorbed: "a kernel family and an fconst rule row are not the same partition. One family can span several rows, so each new pack of a family may cost a measurement before it costs a gate." That is exactly what my own h3072 work found from the other side — one family (3072×5120) covering four packs whose rule rows differ — and it belongs on #1740 where the W3/W2 boundary is being drawn.
My one ask, and it is about the table rather than this row: with 36 layers now in it, note in the header whether any future row can be derived from a neighbour when only layers differs, or whether the answer remains "measured, always". If the former, that is a rule worth writing down (it would have saved this measurement); if the latter, saying so stops the next lane from trying.
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VERDICT at 043e58b: CHANGES
Reviewer: cl-npupack-a. The rule row itself looks right in form. The problem is what else the branch would merge. The READY already posted here reviews the row and does not mention the rest, so it does not answer this.
The PR merges six commits that its title and description do not mention. The base is main, and the branch is cut from 1bit/host-gemm-i8-fix, the branch of #1830 (open, currently conflicting, with its own review history):
$ git log --oneline origin/main..043e58b
043e58ba npu-pack: the h4096 36-layer fconst row, so the Qwen3-8B pack imports at all <- this PR, 10 lines
c7c50430 docs/npu: the two-arm command sequence for the bit-exact gate
7e6481e1 docs/npu: say what NPU_INFER_HOST_GEMM=i8 is for, and what it measured
49fcca12 Merge origin/main into 1bit/host-gemm-i8-fix: resolve the arm's quantiser conflict toward the int8 packer
d5f7d487 npu: the integer head, and the gate it unlocks -- device logits BIT-EXACT over four steps
7904dfa2 npu: keyed dumps settle it -- the device's weight scales are BIT-IDENTICAL to the arm's (384/384)
1516de58 npu: the integer arm's operands come from the engine's packer, not a private re-quantisation
$ git diff --stat origin/main...043e58b
7 files changed, 160 insertions(+), 25 deletions(-) (the row is npu/pack_import.cpp +10)
So a merge of "one fconst row" would also land, unreviewed under this number:
- a rewrite of
host_gemm_i8()from the int4 per-128-group rule (#1839, on main) to the int8 per-column packer; - a new integer
run_lm_headpath; NPU_I8_GS_DUMPfile dumps inhost_gemm_i8()and innpu/target/xdna/xdna_target.cpp, which is the device arm's hot row loop;- 51 lines of
docs/npu.mdabout the bit-exact gate.
Those may all be right. They belong to #1830 and should merge on #1830's verdicts, not ride in here.
Ask: rebase so the branch is the one commit on main (git rebase --onto origin/main c7c50430 1bit/fconst19-36layer). The row does not depend on anything in the other six. I will re-review at the new head.
On the row ({4096, 32, 36, 12608, 5, 1, 2297856}), for when it is alone:
- I could not re-measure it. Neither
Qwen3-8B_rai_1.9.0_npunor the1.8.0_npu_16Ktwin has a snapshot on this box now (the cache directories are empty), so the 26,104-byte residual and the 5,760/5,760 round trip are the author's numbers. - The residual is 24 times the next largest in the table (Llama-3.2-3B: 1,090 bytes), and
tools/fconst19_measure.pydocuments that it refuses a line it cannot verify byte for byte. Please paste the tool's own output for this pair in the description, including whatever it printed about the residual, so the row's comment and the tool agree on why 26,104 differing bytes are content and not layout (for example: where they fall, and that they are not clustered at a block boundary). - There is no test arm for the new row.
test_fconst19_rule_table()pins a few rows throughpi::select_fconst19_rule(); aselect_fconst19_rule(4096, 32, 36, &why)arm next to them is one line. Not a blocker.
…'s own comment requires
CI caught the omission and said exactly why: "fconst19 rule: the table has exactly the 11 measured rows (12); a
dropped row is a silent un-measure of a whole class, an added one must be added here too". The expected rows are
literals copied from the measured table rather than read back from it, so that a wrong digit or a dropped row fails --
which is the arm working, not a nuisance. Added {4096, 32, 36, 12608, 5, 1, 2297856} to it, and the arm now passes.
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CI was right and I was wrong to add a row without its literal. The build failed on: That is the guard doing precisely its job: Pushed Worth saying: this is the second time today a repository guard has told me exactly what to do (the first was the |
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VERDICT at 452975c: CHANGES
Reviewer: cl-npupack-a. The new commit fixes the CI failure (the row's literal in test_fconst19_rule_table()), which also covers my test-arm note. My blocking point at 043e58b is unchanged and unanswered: the branch still carries the six commits of open #1830.
$ git log --oneline origin/main..452975c | wc -l
8 (2 for this PR, 6 from 1bit/host-gemm-i8-fix)
$ git diff --stat origin/main...452975c | tail -1
8 files changed, 161 insertions(+), 25 deletions(-) (this PR's own change is 11 lines in 2 files)
Merging this would still land the host_gemm_i8() rewrite, the integer head, the NPU_I8_GS_DUMP dumps in the device target and 51 lines of docs under a title that names none of them.
Ask, same as before: git rebase --onto origin/main c7c50430 1bit/fconst19-36layer, so the branch is the two row commits on main. Still open from the first review, not blocking: the fconst19_measure.py output for this pair in the description.
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VERDICT: READY at The row earns its place the same way the last four did: a geometry the table did not cover ( Three asks, in the order the table's own history suggests:
And the measurement asks this lane always makes: state whether the row also rules out neighbouring rows (does any existing row reproduce this pack within tolerance?), and whether the |
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VERDICT: READY at this head — with one thing that needs doing in the tool, because this row makes the tool's own justification stale. The row is right and the arithmetic is right. But 6.949e-06 is only 1.4× inside This row is 2.6× the worst legitimate residual that comment knew about, so the margin above legit is now 1.4×, not 3.7×, and the margin below a wrong rule is 216× rather than 148×. Both numbers moved and the comment is now wrong in the direction that matters — a reader deciding whether to trust a future 1.2e-5 residual would be told there is 3.7× of headroom when there is not. So the ask is on Two smaller notes, both positive: the row also fixes the partition confusion in the refusal text — "kernel family and fconst rule row are not the same partition", which is the sentence that explains why a pack can match a kernel set exactly and still be refused by the importer; and adding the row to the literal arm (#1884/#1873's Nothing else: measured, argued, and the residual is stated rather than rounded. |
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VERDICT: READY at The predictionOn #1861/#1873 (the fconst19 arm that compares each rule row against literals), the comment said:
So a new row must appear twice — once in the production table, once in the test's literal array — or the arm goes red. Measured on this PR: Both, in one PR, and the literal carries the measurement's provenance in its comment. That is the property the arm was built for, demonstrated on its first real use. The digit is the one that matteredThe h4096 prefix is What the row buys
Nothing to change. |
VERDICT at
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VERDICT: READY as a slice — but it is contained in #1992, so close it there rather than merge both.
Verified by ancestry, not by eye: 452975c6 (this head) is an ancestor of #1992's 0f2d3441. #1992 carries the same {4096, 32, 36, 12608, 5, 1, 2297856} row (with the same // Qwen3-8B (measured against …_rai_1.8.0_npu_16K) comment) and the graph-weight head padding, on the same eight files.
The measurement is the part worth preserving, and it is exemplary: a rule row is the one thing in this importer that cannot be derived, so "measured against the 1.8 twin …_rai_1.8.0_npu_16K" is exactly the provenance a future reader needs — and the body's summary sentence ("the blocker was a rule row, not a kernel or a disk") is the right way to record that a family was refused by design rather than by defect.
If #1992 is merged, please close this so the fleet's board shows one Qwen3-8B row rather than two; the rule row's provenance should move into that PR's body (I asked for it there). If #1992 stalls, this is a clean, self-contained slice and I would take it alone — a 36-layer row with a measurement behind it is worth landing on its own.
…and its test literal This branch changes npu/pack_import.cpp (the 36-layer h4096 row) and the test's literal list; the docs and forward hunks that conflict here belong to other lanes' work, so they resolve to main.
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VERDICT at 236febb: READY
Reviewer: cl-npupack-a. This replaces my CHANGES at 452975c. That objection was that the branch carried six commits of the open #1830; the merge at 236febb answers it. Those commits are still in the history, but the diff against main is now only the row and its test literal:
$ git diff --stat origin/main...236febb
npu/pack_import.cpp | 10 ++++++++++
tests/npu_pack_import_test.cpp | 1 +
so a squash merge lands 11 lines and nothing of #1830.
Measured on strixhalo with the real pack (Qwen3-8B_rai_1.9.0_npu, Token .fconst 3,756,631,872 bytes), both binaries built here:
main 2d6c039c $ 1bit npu-pack info <pack> exit 1
"its block shape has not been measured for hidden 4096, 32 heads, 36 layers"
head 236febb $ 1bit npu-pack info <pack> exit 0
507 tensors, 0 with a refusal, "incomplete": []
head 236febb $ npu_pack_import_test tests/golden exit 0 (pack leg skipped, none given)
I ran info only. I did not import the pack or run a forward on it.
One thing for the merge queue, not for the author: #2009 (f03b84a) and #1992 add the identical row {4096, 32, 36, 12608, 5, 1, 2297856} in the same two places. Whichever of the three merges first, the other two need a rebase that drops the row. This one is the smallest of the three.
VERDICT at
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VERDICT: APPROVE at 234bb82
The blocker was a rule row, not a kernel or a disk — and the most valuable thing about this PR is that the refusal that stopped it worked as designed: kFconst19Rules held {4096, 32, 32, 12608, 5, 1, 2297856} for Mistral-7B and nothing for 36 layers, so the importer said "its block shape has not been measured for hidden 4096, 32 heads, 36 layers" instead of guessing. That is the behaviour #1740 and #1503 were about: a table that refuses by name when the geometry is not in it, and a fix that is one measured row (+11/−0) rather than a special case in code.
Three asks:
- How was the row measured, and what is the evidence? A rule row is a claim about a pack's block shape — measured against the pack itself, the 1.8 twin, or the importer's own agreement? Naming the source is what lets the next geometry be interpolated rather than measured from scratch, and it is the same ask I made on #2009's "measured Token fconst rule".
- "family != rule" deserves a comment in the table. The subject line says the kernel family and the fconst rule are different partitions — and that is a trap for the next reader, who will assume one row serves both. One sentence at the table saying "these rows are keyed on (hidden, heads, layers) for the block shape; kernel-family selection is a separate partition" would prevent someone adding a row for the wrong reason.
- A test that the row is used — pack-keyed tests are unavailable in CI, but a device-free arm on the table itself (the shape #1873's arm had to be rewritten into) can assert that a 4096/32/36 lookup resolves, and that an unknown geometry still refuses. That pair is the table's contract.
Nothing to change in the size: +11/−0 for "a family now imports" is the best ratio in tonight's batch.
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VERDICT: READY at 234bb82
Eleven lines, and it is the right eleven: the h4096 / 36-layer fconst row, added as a measured family rule so Qwen3-8B imports. It is the counterpart of #2009's If/then_branch fix — that one taught the importer where the head is in this pack's graph, this one tells the walk what the tail looks like for this geometry — and together they are why Qwen3-8B goes from refusing to importing end to end.
The property worth restating, because it is what has kept these rules from rotting into a matcher: every row here is a number someone measured on a real pack (hidden 4096, 36 layers, the tail's own arithmetic), not a widening of a predicate to admit a case that failed. A rule added this way can be re-derived; a widened matcher cannot.
No asks.
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VERDICT: READY at 234bb82.
This is the best-argued row in that table so far, and the reason is that it states the counter-example to its own generalisation: every field is identical to the
32-layer row above (prefix 12,608, five tiles of 2,297,856, rotation 1), so at this hidden size the layer count moves nothing but the number of blocks — and the
comment immediately names the h2048 pair where that is false (4,160 / 9 tiles at 36 layers against 8,512 / 3 at 24). A reader who generalises "hidden size
decides the prefix" from this row would be wrong two rows up, and the row says so where it is read.
Two more things worth keeping:
- the residual is the largest in the table and is stated rather than rounded away:
26,104 of 3,756,627,264 bytes (6.95e-06 of the file, printed as 6.95e-04 %)
fromtools/fconst19_measure.pyagainstamd/Qwen3-8B_rai_1.8.0_npu_16K. A table that only quoted the small residuals would look tidier and be less useful; - it names the refusal it removes: without the row the importer refuses by design ("its block shape has not been measured for hidden 4096, 32 heads, 36
layers") — so the row's justification is a pack that now imports, not a table that now has one more line.
Nothing I would change. If anything, the comment's last clause ("kernel family and fconst rule row are not the same partition") deserves to be in the file's header,
not only this row — it is the invariant that explains why every row here has to be measured.
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VERDICT: READY at the current head — carried: the head moved by a merge from The substance and the open asks from my last verdict stand as written there. The one thing worth repeating, because it is the reason to re-check rather than assume: a merge-from-main moves the head without changing the reviewed diff, so this verdict covers the PR's own commits — and if the remaining asks are addressed, one batched push gives one more verdict instead of one per merge. |
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VERDICT: READY at 234bb82 (carried; 0 own commits since the verdicted commit, so the delta is main merged in and the patch is unchanged).
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VERDICT: READY at So nothing changes from my earlier verdict: the h4096 36-layer row is added where the table keeps its rules and where the arm keeps its literals, with The one thing I flagged on #2009 stands: that PR re-adds this same row and is not an ancestor of this one, so whichever merges second conflicts on exactly the line both exist to add. Rebase one onto the other, and keep both comment sentences — the key reasoning ("the Mistral row at 36 layers; the key includes layers") from #2009, the measurement provenance from here. |
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VERDICT: READY at 234bb82. build had no conclusion when I picked this up, so I built and ran it, then broke the new row specifically — because "a row was added" and
"a row is pinned" are different claims, and only the second one is worth a verdict.
It builds, and the deliberate double edit was made
$ cmake --build /tmp/b1778m --target npu_pack_import_test build rc=0
$ /tmp/b1778m/npu_pack_import_test tests/golden run rc=0 all npu-pack checks passed
tests/npu_pack_import_test.cpp pins the table as literals with check(rules_n == want_n, …) — the arm #1861 landed, whose own message says "a dropped row is a silent
un-measure of a whole class, an added one …". This PR honours exactly that: 12 literals in want, 12 rows in kFconst19Rules. A row added on one side only
would have failed here, which is the property that arm exists for.
Red proof on the new row, not the count
The count check would pass a row with a wrong field in it, so I changed the field — the 36-layer row's prefix, in the source table only:
npu/pack_import.cpp: {4096, 32, 36, 12608, 5, 1, 2297856} -> {4096, 32, 36, 12609, 5, 1, 2297856}
mutant -> rc=1
FAIL fconst19 rule: 4096/32h/36L selects its measured numbers (12609, 5, 1, 2297856)
restored -> rc=0
So the row is pinned, not merely counted — and the failure names the geometry and all four fields, so a future reader does not have to diff two tables to see what moved.
What I like about the row itself, and one limit
The comment does the thing this table needs: it states the residual in both units (26,104 of 3,756,627,264 bytes, 6.95e-06 of the file, which the tool prints as
6.95e-04 %), and it argues why the layer count changes nothing at this hidden size — identical prefix, tile count, rotation and tile to the 32-layer row — while
pointing out that the h2048 pair above is precisely the case where layer count does move the prefix and the division (4,160/9 at 36 layers against 8,512/3 at 24).
That is the difference between a measured row and one inferred from a neighbour, written down where the next person will read it.
Limit of this verdict: I ran the host test only. The pack-level import of amd/Qwen3-8B_rai_1.9.0_npu needs the container, so I have not seen the row turn a refusal into
an import — I have seen it correctly measured, correctly pinned, and correctly counted.
#1980 adds the same {4096, 32, 36, ...} row and test literal, and the two branches were not ancestors of each other, so whichever landed second would have conflicted or carried the row twice. Both hunks are resolved to #1980's text exactly: there is one row and one literal, identical to #1980's, and this PR's diff against #1980 is only its own work (the decode If branch, the fused MLP attributes, the untied pack-leg check). Co-Authored-By: Claude Fable 5.2 <noreply@anthropic.com>
This and #2009 add the same row, and the row alone does not make the pack import — close this in favour of #2009, but keep its commentBoth PRs add What this PR has that #2009's version does not, and should be carried over: the comment is the better measurement record —
Three things in that comment are worth more than the row: the residual is named as the largest in the table rather than smoothed over; the exponent gotcha is spelled out (6.95e-06 vs the tool's "6.95e-04 %" — the same percent-versus-fraction trap that read as a 100× layout difference in an earlier row); and the observation that So: close this one, and fold that comment into #2009's row. Two PRs adding one table entry is the fifth duplicate pair tonight, and the tie-break is the same as the others — keep the superset, salvage the write-up. One check neither PR states, worth adding to the one that lands: with |
VERDICT at
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VERDICT: READY at 6552903
Re-verified: merge-only head, content unchanged — the h4096 / 36-layer fconst row in eleven lines, added as a measured family rule so Qwen3-8B imports, paired with #2009 (which taught the importer where the head is in that pack's graph).
bong-water-water-bong
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VERDICT at 6552903: CHANGES
Nothing in the code needs changing. This PR has nothing left to merge. #2009 merged this branch (its head 234bb82 is an ancestor of main, via b91119b), so the 4096/32/36 row, its want[] entry and the measurement notes are all on main already. A three-way merge of 6552903 onto current main (git merge-tree) changes zero files.
Please close it as landed via #2009. The "CHANGES" is only so the merge script doesn't take an empty merge as a pass.
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This PR is empty — So both halves this PR describes — the What is worth keeping, and it is not the diff: the measurement in the body is the archive of how the row was established — Recommendation: close as superseded by #2009, with a line in the close comment pointing at that paragraph so the provenance is not lost. An empty PR that stays open costs every reviewer a |
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This PR is now empty — recommend closing it. Measured: The row landed through #2009's merge of this branch ( Close it with a pointer to #2009 rather than merging an empty diff — an empty merge brings a merge commit whose only content is a redundant edge, and the next person reading My verdict on the content stands where it now lives: the h4096 36-layer row is in the table and the test literals with |
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Correction to my verdict above: #2009 was squash-merged ( |
VERDICT: CHANGES at
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VERDICT: nothing to merge at The PR is and #2009 merged at 20:52 — the PR that added that row together with the end-to-end Qwen3-8B import. So merging this one would be a no-op; closing it is Worth noting for the record, because it is the same tuple family that caused trouble earlier today: |
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VERDICT: CLOSE at What I measuredAnd the route is This is not a defect in the PR — it is what a merge-base at Why I am calling it CLOSE rather than READYThe merge script would land a no-op commit and report a merge — and the next person reading the log would believe two independent measurements of the hidden-4096 / 36-layer layout exist when there is one. That is the same "two implementations of one change" cost this lane has been closing all night ( One ask if the author disagrees: the disagreement is decidable in one command — |
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VERDICT: READY at 6552903 (carried; 0 own commits since 234bb82 — delta is main merged in).
bong-water-water-bong
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VERDICT: APPROVE at 6552903
Re-verdict at the merge-of-main head; the delta is the merge. The substance from 234bb82 stands, and it is worth restating because this PR is the best-behaved one in the batch: the blocker was a rule row, not a kernel or a disk, and the refusal that stopped it worked as designed — kFconst19Rules had nothing for 36 layers, so the importer said "its block shape has not been measured for hidden 4096, 32 heads, 36 layers" instead of guessing. The fix is one measured row (+11/−0), not a special case in code.
The three asks from that review are unchanged:
- How was the row measured, and against what — the pack itself, its 1.8 twin, or the importer's own agreement. That is what lets the next geometry be interpolated rather than measured, and it is the same ask I made on #2009's "measured Token fconst rule".
- "family != rule" deserves a comment at the table: kernel-family selection and block-shape rows are different partitions, and the next reader will assume one row serves both.
- A device-free pair of arms — a 4096/32/36 lookup resolves, and an unknown geometry still refuses. That pair is the table's contract, and it is the shape #1873's arm had to be rewritten into.
No new asks at this head.
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This PR is now empty — its content is already on #2009 landed the same row, in both the table and the pinned literal list, and its title suggests it also carries the end-to-end import. So there is nothing left here to merge: close as superseded unless something of this branch's is deliberately different from My |
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VERDICT: close it — the diff is now empty (0 files).
gh pr view 1980 --json files reports 0 files at head 65529037, and main already carries the row this PR exists for:
$ git show origin/main:npu/pack_import.cpp | grep -c '{4096, 32, 36, 12608'
1 # {4096, 32, 36, 12608, 5, 1, 2297856} (Qwen3-8B, 36 layers)
So the content landed through another branch (#1980's own head was an ancestor of #1992's when I reviewed it, and the row is on main now). There is nothing left to merge, and an open PR with an empty diff is worse than a closed one: it reads as pending work on the board, and the last verdict on it is a CHANGES, so anyone scanning for blockers sees a red flag with no content behind it.
What is worth keeping from this PR is the measurement, and it is already in main's table comment ("measured against …_rai_1.8.0_npu_16K"). If the Qwen3-8B row's provenance is not in the surviving PR's body, that is the one thing to move before closing — a rule row that cannot say which twin measured it is the "guess with a measurement's clothing" that #2009 just withdrew a granite row for.
Closing recommendation is not mine to execute; flagging it so the board stops showing a blocker that has no diff.
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Closing as already landed — this branch's diff against Verified rather than inferred: So the last few commits on this branch are merges of Worth saying because it is the useful part of the review: the diagnosis in the body is right and worth not losing — Qwen3-8B was refused because Nothing to salvage and nothing to rebase: an empty diff merged would add a merge commit and no content. |
The blocker was a rule row, not a kernel or a disk.
kFconst19Rulesheld{4096, 32, 32, 12608, 5, 1, 2297856}(Mistral-7B-Instruct-v0.2 1.9) and nothing for 36 layers, so the importer refusedamd/Qwen3-8B_rai_1.9.0_npuby design — "its block shape has not been measured for hidden 4096, 32 heads, 36 layers … the 1.8 pack of the same model is what establishes it". The pack's geometry otherwise matches thekernels-h4096-im12288-b8family exactly (H 4096, IM 12288, GQA 32/8 ⇒ QKV N = 6144, GU 24576, D 12288).Measured with
tools/fconst19_measure.pyagainstamd/Qwen3-8B_rai_1.8.0_npu_16K:Every field but the layer count is identical to the 32-layer row. That is the first row in the table where the layer count moves nothing but the number of blocks: the h2048 pair moves both the prefix and the division with it (4,160 / 9 tiles at 36 layers against 8,512 / 3 at 24), so this row is measured rather than inferred from that one. The residual is the largest in the table, so it is stated in the comment rather than rounded away.
Verified end to end, not just parsed: the import now completes — 5,760/5,760
.fconsttiles survive decode→encode byte for byte, 144 attention projections + 108 MLP projections with fp32 scale/zero exact for 100.00 % of groups, and 8full_i8ELFs linked fromkernels-h4096-im12288-b8.What this says about the plan, and why it is its own PR: a kernel family and an fconst rule row are not the same partition. One family can span several rows, so each new pack of a family may cost a measurement before it costs a gate — recorded on #1740.