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TD-T22: close as investigated, no gap — the AVX2 int polyfills are not scalar - #262

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TD-T22: close as investigated, no gap — the AVX2 int polyfills are not scalar#262
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@AdaWorldAPI AdaWorldAPI commented Jul 28, 2026

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The deliverable TD-T22 actually asked for. Docs only — no code, no new unsafe.

td-simd-tier-audit.md:339 reads TD-T22 | – | – | Investigation only, and CHACHA20_MATRYOSHKA_PLAN.md:104 calls the lowering "still optional". This answers the question with an assembly artifact instead of performing the optional lowering.

Finding

The avx2_int_type! polyfills are scalar in the SOURCE and packed AVX2 in the BINARY. .cargo/config.toml pins -Ctarget-cpu=x86-64-v3 for every x86_64 build including CI, so LLVM auto-vectorizes the macro's for i in 0..N bodies.

Measured on crate::simd::U32x16 — confirmed macro-generated [u32; 16] storage at simd_avx2.rs:1542, no hand-written struct — release build, per-symbol instruction histograms:

probe emitted scalar ALU
arx_quarter_round 2 vpaddd, 2 vpxor, 2 vpshufb 0
arx_ten_rounds 8 vpaddd, 8 vpxor, 6 vpshufb, 4× vpsrld/vpslld/vpor, 1 jne 0
reduce_sum 4 vpaddd, 2 vpshufd, 1 vextracti128, 1 vmovd 0

Three details worth naming:

  • rotate_left(16) is strength-reduced to a byte shuffle (vpshufb) — cheaper than the shl|shr|or triple a hand-written intrinsic version emits.
  • The ARX loop hits the instruction floor. 4 U32x16 adds = 64 u32 lanes; on 256-bit AVX2 that needs 8 ymm adds minimum, and exactly 8 vpaddd are emitted. There is no headroom for a hand-written version to recover.
  • reduce_sum compiles to a logarithmic reduction tree, not the scalar wrapping_add fold its source literally spells out.

The float side matches: F32x16::mul_add has the identical to_array → scalar loop → from_array shape, and add_mul_f32 built on it emits real vfmadd213ps — one rounding, mantissa preserved. array_chunks / array_windows (+ _checked) already exist as the slice-level primitives.

What this changes

  1. The 🟠 scalar polyfill cells and the marker are accurate as written. They describe a source-level property and must not be read as a performance defect. Both ledger sites now say so.
  2. No __m256i lowering is warranted on codegen grounds — for U16x16, U32x8, U64x4, I32x8, I64x4, or the wider types.
  3. A lowering could only be justified by repr(align(64)) cacheline guarantees (which the polyfill has and a repr(transparent) __m256i wrapper loses — measured: U32x8 size 64→32, U32x16 align 64→32), non-inlined ABI shape, or opt-level/LLVM-version independence. Never by speed.
  4. U32x8 must not become U32x16's building block (operator ruling) — it splits the lane vocabulary for no gain.
  5. The missing guard is a codegen/bench oracle, not a parity harness. x86_64 is the CI host so cargo test already runs the AVX2 tier natively, and simd.rs's u32x16_arx_ops_match_scalar already gates the ARX triple across every backend. An asm-diff or bench check in CI is the sanctioned follow-up — offered, not built, since it's separate scope.

Files

  • .claude/knowledge/td-t22-asm-investigation.md (new) — the artifact: probe source, exact commands, per-symbol histograms, and the reasoning.
  • .claude/knowledge/agnostic-surface-cpu-matrix.md resolved, appended below the original marker, which is unchanged.
  • .claude/knowledge/td-simd-tier-audit.md — TD-T22 marked closed, appended above the original entry, which is unchanged.

Ledger text is annotated append-only; the sole deletion in the diff is the section header being re-titled with its closure status.

Provenance

This investigation follows a lowering PR (#261, closed unmerged) that shipped ~700 lines of hand-written intrinsics on the premise these polyfills executed scalar code. They don't. That PR was closed on the U32x8-composition ruling; this is the work the ticket originally asked for.


Generated by Claude Code

Summary by CodeRabbit

  • Documentation
    • Updated SIMD CPU-resolution guidance to mark the TD-T22 investigation as resolved.
    • Clarified how scalar-looking integer types can produce packed AVX2 instructions in supported builds.
    • Added measured instruction-level evidence for integer and floating-point operations.
    • Documented constraints for type composition and guidance for interpreting performance-matrix entries.
    • Added reproducible investigation details, diagnostic commands, and recommendations for future validation.

…t scalar

The ticket asked a question ("Investigation only — needs simd_avx2.rs read
first"; the lowering was marked "still optional"). This answers it with an
asm artifact instead of a lowering. Docs only: no code, no new `unsafe`.

Finding: the `avx2_int_type!` polyfills are scalar in the SOURCE and packed
AVX2 in the BINARY. `.cargo/config.toml` pins `-Ctarget-cpu=x86-64-v3` for
every x86_64 build, so LLVM auto-vectorizes the macro's loop bodies.

Measured on `crate::simd::U32x16` (confirmed macro-generated `[u32; 16]`
storage, simd_avx2.rs:1542), release, per-symbol instruction histograms:

  arx_quarter_round   2 vpaddd, 2 vpxor, 2 vpshufb        0 scalar ALU
  arx_ten_rounds      8 vpaddd, 8 vpxor, 6 vpshufb,
                      4 vpsrld/vpslld/vpor, 1 jne         0 scalar ALU
  reduce_sum          4 vpaddd, 2 vpshufd,
                      1 vextracti128, 1 vmovd             0 scalar ALU

Three things worth naming:

- `rotate_left(16)` is strength-reduced to a BYTE SHUFFLE (`vpshufb`) —
  cheaper than the shl|shr|or triple a hand-written intrinsic emits.
- The ARX loop hits the instruction floor: 4 `U32x16` adds = 64 u32 lanes,
  which on 256-bit AVX2 needs 8 ymm adds minimum, and exactly 8 `vpaddd`
  are emitted. No headroom exists to recover.
- `reduce_sum` compiles to a logarithmic horizontal-reduction tree, not the
  scalar `wrapping_add` fold its source literally spells out.

The float side matches: `F32x16::mul_add` has the same `to_array` → scalar
loop → `from_array` shape and `add_mul_f32` built on it emits real
`vfmadd213ps` — one rounding, mantissa preserved. `array_chunks` /
`array_windows` (+ `_checked`) already exist as the slice-level primitives.

Consequences recorded:
- The `🟠 scalar polyfill` cells and the `⏳` marker are ACCURATE AS WRITTEN
  and describe a source-level property. They are not a performance defect.
- A lowering can only be justified by `repr(align(64))` cacheline
  guarantees (which the polyfill HAS and a `repr(transparent)` `__m256i`
  wrapper LOSES — measured: U32x8 size 64→32, U32x16 align 64→32),
  non-inlined ABI shape, or opt-level/LLVM-version independence. Never
  by speed.
- `U32x8` must not be introduced as `U32x16`'s building block (operator
  ruling): it splits the lane vocabulary for no gain.
- The guard that was missing is a codegen/bench oracle, not a parity
  harness — x86_64 is the CI host and `simd.rs`'s
  `u32x16_arx_ops_match_scalar` already gates the ARX triple cross-backend.

Ledger entries annotated append-only; the original text is unchanged.
Artifact with probe source, commands, and full histograms:
`.claude/knowledge/td-t22-asm-investigation.md`.
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📒 Files selected for processing (2)
  • .claude/knowledge/agnostic-surface-cpu-matrix.md
  • .claude/knowledge/td-t22-asm-investigation.md
📝 Walkthrough

Walkthrough

TD-T22 documentation now records that scalar-looking AVX2 integer polyfills produce packed AVX2 instructions under the configured target baseline. The investigation includes probe methodology and measured instruction counts, while related matrix and audit entries are marked closed.

Changes

TD-T22 closure

Layer / File(s) Summary
Investigation scope and probe
.claude/knowledge/td-t22-asm-investigation.md
Defines the TD-T22 question, records the source-level framing, and documents the probe and assembly-generation method.
Assembly evidence and conclusions
.claude/knowledge/td-t22-asm-investigation.md
Records AVX2 instruction counts, float-side FMA code generation, closure guidance, and validation constraints.
Knowledge matrix closure
.claude/knowledge/agnostic-surface-cpu-matrix.md, .claude/knowledge/td-simd-tier-audit.md
Marks TD-T22 resolved and records the measured packed behavior and U32x8 composition constraint.

Estimated code review effort: 2 (Simple) | ~10 minutes

Possibly related PRs

Suggested reviewers: claude

Poem

A rabbit found vectors beneath scalar disguise,
AVX2 packed through the compiler skies.
TD-T22 now closes its door,
With measured instructions and no gap to explore.
Nibble, hop, ship! 🐇

🚥 Pre-merge checks | ✅ 5
✅ Passed checks (5 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The title clearly matches the PR’s main change: closing TD-T22 after investigation and stating the AVX2 int polyfills are not scalar.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Linked Issues check ✅ Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check ✅ Passed Check skipped because no linked issues were found for this pull request.

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@AdaWorldAPI
AdaWorldAPI marked this pull request as ready for review July 28, 2026 20:29
…ured

Self-caught overclaim in the previous commit. I wrote "0 scalar ALU" from a
narrow grep for `(add|sub|xor|rol|ror|shl|shr|or|and)[lqwb]`. A broad sweep
of ALL non-vector instructions across the three probe symbols returns:

  3 retq   1 movl   1 jne   1 decl

The `decl` IS a scalar ALU instruction — it decrements the `arx_ten_rounds`
loop trip count. So "zero scalar ALU instructions" is literally false.

The claim that survives, and the one the finding actually rests on: **no
scalar operation touches lane data.** Every u32 lane op in all three probes
is a packed AVX2 instruction; the only scalar work is loop control.

Corrected in both sites and stated explicitly in the artifact, since a
knowledge doc that overstates its own measurement is the failure mode this
investigation exists to document.
@AdaWorldAPI
AdaWorldAPI merged commit 06d757e into master Jul 28, 2026
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Comment on lines +28 to +32
**No gap. The "scalar polyfill" is not scalar in the emitted binary.**
`.cargo/config.toml` pins `-Ctarget-cpu=x86-64-v3` (AVX2+FMA) for **every**
x86_64 build including CI, so LLVM auto-vectorizes the macro's
`for i in 0..N { … }` bodies into packed AVX2. Measured below: **zero scalar
ALU instructions**, and the ARX loop hits the theoretical instruction minimum.

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P2 Badge Scope the vectorization claim to optimized builds

The x86-64-v3 rustflag only enables the AVX2 instruction set; it does not enable LLVM's loop vectorizer. The workspace has no optimized default dev/test profile, so ordinary cargo build and CI cargo test compile these loops at low optimization and can retain scalar ALU—the note itself concedes at lines 146-147 that auto-vectorization does not hold at -O0/-O1. Claiming this applies to every x86_64 build therefore overstates the evidence from the single --release probe and can incorrectly close a performance gap for development/test profiles.

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shuffle** (`vpshufb`) — cheaper than the `shl|shr|or` triple a hand-written
intrinsic version would emit.

**`arx_ten_rounds`** — the full ChaCha20 double-round over `[U32x16; 4]`:

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P2 Badge Probe the actual ChaCha double-round before closing the gap

This label is inaccurate: arx_ten_rounds repeats one quarter-round over four vectors, whereas vendor/chacha20/src/backends/ndarray_simd.rs::ks16 keeps 16 state vectors live and invokes eight distinct quarter-rounds per double-round, followed by feed-forward. That real workload has substantially different register pressure and spills, so the reported eight-add minimum does not establish that the production ChaCha path has no headroom; use the actual ks16 shape before treating this result as the basis for closing TD-T22.

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Comment on lines +283 to +285
> reduction tree for `reduce_sum`. **No `__m256i` lowering is warranted on
> codegen grounds** for `U16x16`/`U32x8`/`U64x4`/`I32x8`/`I64x4` or the
> existing wider types. Artifact:

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P2 Badge Exclude the already-native U16x16 from this conclusion

At the reviewed revision, src/simd_avx2.rs:1577-1579 already defines U16x16 as a #[repr(transparent)] wrapper around __m256i, introduced by the earlier TD-T22 lowering, rather than through avx2_int_type!. Including it in a conclusion derived from scalar-array loop codegen falsely records the current implementation and may discourage maintenance of an intrinsic path that is already used by the PQ4-ADC kernel.

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Actionable comments posted: 4

🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Inline comments:
In @.claude/knowledge/agnostic-surface-cpu-matrix.md:
- Around line 101-118: Synchronize the closed TD-T22 status across both
knowledge documents: in .claude/knowledge/agnostic-surface-cpu-matrix.md lines
101-118, remove or annotate the remaining ⏳ markers and “Needs verification”
legend; in .claude/knowledge/td-simd-tier-audit.md lines 274-290, update the
retained “Audit pending” entry as superseded. Preserve the documented conclusion
that no performance defect remains.

In @.claude/knowledge/td-t22-asm-investigation.md:
- Around line 104-109: Revise the “instruction-count floor” discussion in the
rolled-loop analysis to limit the proof to the four U32x16 additions producing
exactly eight minimum vpaddd instructions. Remove or narrow the claim that there
is no headroom for handwritten code, since the evidence does not establish that
shuffles, moves, or loop/control instructions cannot be reduced.
- Around line 26-32: Qualify the closure claims to match the measured scope: in
.claude/knowledge/td-t22-asm-investigation.md lines 26-32, identify the
demonstrated result as applying to U32x16 under release x86-64-v3 unless broader
probes are added; in .claude/knowledge/agnostic-surface-cpu-matrix.md lines
101-112, do not close all referenced width cells from that single measurement;
and in .claude/knowledge/td-simd-tier-audit.md lines 274-285, qualify the
no-lowering conclusion or add measurements for every listed width.
- Around line 152-157: Update the CI claims in the discussion of cargo test and
asm-diff/bench checks so they do not assume x86_64 implies AVX2 support. Confirm
the referenced runners are explicitly AVX2-capable, or revise the guidance to
gate or partition native cargo test and asm-diff/bench execution based on actual
AVX2 capability.
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📒 Files selected for processing (3)
  • .claude/knowledge/agnostic-surface-cpu-matrix.md
  • .claude/knowledge/td-simd-tier-audit.md
  • .claude/knowledge/td-t22-asm-investigation.md

Comment on lines +101 to +118
> **⏳ RESOLVED — TD-T22 CLOSED, no gap (2026-07-28).** The audit is done and
> the answer is: the storage IS scalar in the SOURCE, and that costs nothing.
> `.cargo/config.toml` pins `-Ctarget-cpu=x86-64-v3` for every x86_64 build,
> so LLVM auto-vectorizes the `avx2_int_type!` loop bodies into packed AVX2.
> Measured on the ChaCha20 ARX triple over `U32x16`: **zero scalar ALU
> instructions**, `rotate_left(16)` strength-reduced to `vpshufb`, and the
> 10-round double-round loop emits exactly **8 `vpaddd` for 64 u32 lanes** —
> the AVX2 instruction-count floor, with no headroom a hand-written
> `__m256i` version could recover. `reduce_sum` emits a logarithmic
> `vpaddd`/`vpshufd`/`vextracti128` reduction tree, not the scalar fold its
> source spells out. The float side matches: `F32x16::mul_add` is the same
> `to_array` → loop → `from_array` shape and emits real `vfmadd213ps`.
>
> **So these ⏳ cells are ACCURATE AS WRITTEN and must not be read as a
> performance defect.** A lowering can only be justified by `repr(align(64))`
> cacheline guarantees (which the polyfill already has and a
> `repr(transparent)` wrapper would LOSE), non-inlined ABI shape, or
> `opt-level`/LLVM-version independence — never by speed.

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🗄️ Data Integrity & Integration | 🟠 Major | ⚡ Quick win

Synchronize the closed status across both knowledge documents. The append-only closure leaves contradictory pending markers in the documentation.

  • .claude/knowledge/agnostic-surface-cpu-matrix.md#L101-L118: remove or annotate the remaining cells and “Needs verification” legend.
  • .claude/knowledge/td-simd-tier-audit.md#L274-L290: update or mark the retained “Audit pending” entry as superseded.
📍 Affects 2 files
  • .claude/knowledge/agnostic-surface-cpu-matrix.md#L101-L118 (this comment)
  • .claude/knowledge/td-simd-tier-audit.md#L274-L290
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In @.claude/knowledge/agnostic-surface-cpu-matrix.md around lines 101 - 118,
Synchronize the closed TD-T22 status across both knowledge documents: in
.claude/knowledge/agnostic-surface-cpu-matrix.md lines 101-118, remove or
annotate the remaining ⏳ markers and “Needs verification” legend; in
.claude/knowledge/td-simd-tier-audit.md lines 274-290, update the retained
“Audit pending” entry as superseded. Preserve the documented conclusion that no
performance defect remains.

Comment on lines +26 to +32
## Answer

**No gap. The "scalar polyfill" is not scalar in the emitted binary.**
`.cargo/config.toml` pins `-Ctarget-cpu=x86-64-v3` (AVX2+FMA) for **every**
x86_64 build including CI, so LLVM auto-vectorizes the macro's
`for i in 0..N { … }` bodies into packed AVX2. Measured below: **zero scalar
ALU instructions**, and the ARX loop hits the theoretical instruction minimum.

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🎯 Functional Correctness | 🟠 Major | 🏗️ Heavy lift

Align the closure claims with the measured probe scope. The supplied evidence covers U32x16 under the release x86-64-v3 configuration, but the dependent documents resolve several other widths as equivalent.

  • .claude/knowledge/td-t22-asm-investigation.md#L26-L32: state that the demonstrated result is for the measured type/configuration, or add probes for the broader claim.
  • .claude/knowledge/agnostic-surface-cpu-matrix.md#L101-L112: avoid closing all referenced cells based solely on the U32x16 measurement.
  • .claude/knowledge/td-simd-tier-audit.md#L274-L285: qualify the no-lowering conclusion or provide measurements for each listed width.
📍 Affects 3 files
  • .claude/knowledge/td-t22-asm-investigation.md#L26-L32 (this comment)
  • .claude/knowledge/agnostic-surface-cpu-matrix.md#L101-L112
  • .claude/knowledge/td-simd-tier-audit.md#L274-L285
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In @.claude/knowledge/td-t22-asm-investigation.md around lines 26 - 32, Qualify
the closure claims to match the measured scope: in
.claude/knowledge/td-t22-asm-investigation.md lines 26-32, identify the
demonstrated result as applying to U32x16 under release x86-64-v3 unless broader
probes are added; in .claude/knowledge/agnostic-surface-cpu-matrix.md lines
101-112, do not close all referenced width cells from that single measurement;
and in .claude/knowledge/td-simd-tier-audit.md lines 274-285, qualify the
no-lowering conclusion or add measurements for every listed width.

Comment thread .claude/knowledge/td-t22-asm-investigation.md
Comment on lines +152 to +157
4. **The guard that was missing is a codegen oracle, not a parity harness.**
x86_64 is the CI host, so `cargo test` already runs the AVX2 tier
natively and `simd.rs`'s `u32x16_arx_ops_match_scalar` already gates every
backend's ARX triple against scalar. What did not exist — and what would
have answered this ticket in twenty minutes — is an **asm-diff / bench**
check. Adding one to CI is the sanctioned follow-up.

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🩺 Stability & Availability | 🟡 Minor | ⚡ Quick win

🧩 Analysis chain

🏁 Script executed:

#!/bin/bash
set -eu

rg -n --hidden --glob '!target' \
  'target-cpu|x86-64-v3|avx2|cargo test|runs-on' \
  .cargo .github 2>/dev/null || true

lscpu | rg -i 'Architecture|Flags' || true

Repository: AdaWorldAPI/ndarray

Length of output: 149


🏁 Script executed:

#!/bin/bash
set -eu

printf 'Tracked CI/config-related paths:\n'
git ls-files | rg '(^\.github/|^\.cargo/|Cargo\.toml$|Cargo\.lock$|^rust-toolchain\.toml$|\.gitlab-ci\.yml$|tox\.ini$|pyproject\.toml$|^README\.md$)' || true

printf '\nSearch targeted terms in small config/text files:\n'
rg -n --hidden --glob '!target' --glob '!*.lock' \
  'target-cpu|x86-64-v3|x86_64|avx2|cargo test|cargo +|RUSTFLAGS|RUST_TEST_THREADS|RUST_BACKTRACE|runs-on:|runner:' \
  .cargo .github Cargo.toml rust-toolchain.toml README.md 2>/dev/null || true

Repository: AdaWorldAPI/ndarray

Length of output: 149


🏁 Script executed:

#!/bin/bash
set -eu -o pipefail

printf 'Repository root files:\n'
find . -maxdepth 2 \( -type f -o -type d \) 2>/dev/null | sed 's#^\./##' | sort | head -200

printf '\nCI/config tracked paths:\n'
git ls-files 2>/dev/null | sort | rg '(^\.github/|^\.cargo/|^Cargo\.toml$|^Cargo\.lock$|^rust-toolchain\.toml$|^\.gitlab-ci\.yml$|^tox\.ini$|^pyproject\.toml$|^README\.md$|^scripts/|^build\.rs$)' || true

printf '\nTargeted term matches (config files only):\n'
git ls-files 2>/dev/null | rg '(^\.github/|^\.cargo/|^Cargo\.toml$|^rust-toolchain\.toml$|^README\.md$|^scripts/|^build\.rs$)' | while read -r f; do
  echo "--- $f"
  rg -n -i 'target-cpu|x86-64-v3|x86_64|avx2|cargo test|cargo \+|RUSTFLAGS|RUST_TEST_THREADS|RUST_BACKTRACE|runs-on:|runner:|actions/runner' "$f" 2>/dev/null || true
done

Repository: AdaWorldAPI/ndarray

Length of output: 149


🏁 Script executed:

#!/bin/bash
set -eu -o pipefail

printf 'pwd and quick directory count:\n'
pwd
find . -maxdepth 3 -type d -print 2>/dev/null | wc -l
find . -maxdepth 3 \( -type f -o -type d \) 2>/dev/null | head -200
printf '\nTracked CI/config paths:\n'
git ls-files 2>/dev/null | sort | head -500 | rg '(^\.github/|^\.cargo/|^Cargo\.toml$|^rust-toolchain\.toml$|^README\.md$|^scripts/|^build\.rs$)' || true
printf '\nTracked all files count/sample:\n'
git ls-files 2>/dev/null | wc -l
git ls-files 2>/dev/null | head -100

Repository: AdaWorldAPI/ndarray

Length of output: 5157


🏁 Script executed:

#!/bin/bash
set -eu -o pipefail

printf 'Relevant CI/config files with targeted matches:\n'
for f in $(git ls-files 2>/dev/null | rg '(^\.github/|^\.cargo/config[^/]*\.toml$|^Cargo\.toml$|^rust-toolchain\.toml$|^README\.md$|^scripts/.*\.sh$|\.gitlab-ci\.yml$)' || true); do
  p=$(printf '%s' "$f" | sed 's/^\.\///')
  echo "--- $p"
  rg -n -i 'target-cpu|x86-64-v3|x86_64|avx2|cargo test|cargo \+|RUSTFLAGS|RUST_TEST_THREADS|RUST_BACKTRACE|runs-on:|runner:|actions/runner|nightly|default-target|default_target|required-features|features=' "$p" 2>/dev/null || true
done

printf '\nCloned known files summaries:\n'
for f in Cargo.toml rust-toolchain.toml README.md .cargo/config.toml .cargo/config-native.toml .cargo/config-apple-m2.toml .cargo/config-pi5.toml .cargo/config-graviton.toml .cargo/config-avx512.toml scripts/all-tests.sh; do
  if [ -f "$f" ]; then
    echo "===== $f ====="
    cat -n "$f" | sed -n '1,220p'
  fi
done

Repository: AdaWorldAPI/ndarray

Length of output: 149


🏁 Script executed:

#!/bin/bash
set -eu -o pipefail

printf 'Cargo workspace configs:\n'
sed -n '1,180p' Cargo.toml || true
printf '\nRust toolchain:\n'
cat rust-toolchain.toml || true
printf '\nCI config files present:\n'
find .github .cargo scripts README.md Cargo.toml rust-toolchain.toml 2>/dev/null -type f | sort
printf '\nGitHub config snippets:\n'
for f in .github/workflows/*.yml .github/workflows/*.yaml; do
  [ -f "$f" ] && { echo "===== $f ====="; rg -n -i 'target-cpu|x86-64-v3|x86_64|avx2|cargo test|cargo \+|RUSTFLAGS|runs-on:|runner:|actions/runner|nightly|default-target|features=' "$f" || true; }
done
printf '\nCargo config snippets:\n'
for f in .cargo/config.toml .cargo/config-native.toml .cargo/config-apple-m2.toml .cargo/config-pi5.toml .cargo/config-graviton.toml .cargo/config-avx512.toml .cargo/config-wasm.toml; do
  [ -f "$f" ] && { echo "===== $f ====="; sed -n '1,200p' "$f"; }
done

Repository: AdaWorldAPI/ndarray

Length of output: 149


🏁 Script executed:

#!/bin/bash
set -eu -o pipefail

tmpdir=$(mktemp -d)
trap 'rm -rf "$tmpdir"' EXIT

printf 'Quick extract config snippets to temp:\n'
for f in Cargo.toml rust-toolchain.toml README.md .cargo/config.toml .cargo/config-native.toml .cargo/config-apple-m2.toml .cargo/config-pi5.toml .cargo/config-graviton.toml .cargo/config-avx512.toml .cargo/config-wasm.toml; do
  if [ -f "$f" ]; then
    echo "===== $f ====="
    sed -n '1,220p' "$f" > "$tmpdir/$f" || true
    rg -n -i 'target-cpu|x86-64-v3|x86_64|avx2|cargo test|cargo \+|RUSTFLAGS|RUST_TEST_THREADS|RUST_BACKTRACE|runs-on:|runner:|actions/runner|nightly|default-target|features=' "$tmpdir/$f" || true
  fi
done

echo "===== GitHub workflows quick scan ====="
for f in .github/workflows/*.yml .github/workflows/*.yaml; do
  [ -f "$f" ] && { echo "===== $f ====="; sed -n '1,220p' "$f"; }
done

printf '\nNative AVX512 config existence/key lines:\n'
wc -l .cargo/config-avx512.toml .cargo/config-native.toml 2>/dev/null || true
rg -n -i 'avx512|x86-64-v3|target-cpu|cargo' .cargo/config-avx512.toml .cargo/config-native.toml 2>/dev/null || true

Repository: AdaWorldAPI/ndarray

Length of output: 149


🏁 Script executed:

#!/bin/bash
set -eu -o pipefail

tmpdir=$(mktemp -d)
trap 'rm -rf "$tmpdir"' EXIT

printf 'Copying known config files before grep:\n'
for f in Cargo.toml rust-toolchain.toml README.md .cargo/config.toml .cargo/config-native.toml .cargo/config-apple-m2.toml .cargo/config-pi5.toml .cargo/config-graviton.toml .cargo/config-avx512.toml .cargo/config-wasm.toml; do
  if [ -f "$f" ]; then
    sed -p '1,220p' "$f" > "$tmpdir/$f" || true
    echo "copied $f"
  else
    echo "missing $f"
  fi
done

printf '\nMatches from temp copies:\n'
for f in "$tmpdir"/Cargo.toml "$tmpdir"/rust-toolchain.toml "$tmpdir"/README.md "$tmpdir"/.cargo/* "$tmpdir"/.github/workflows/*; do
  if [ -f "$f" ]; then
    echo "--- $f"
    rg -n -i 'target-cpu|x86-64-v3|x86_64|avx2|cargo test|cargo \+|RUSTFLAGS|RUST_TEST_THREADS|RUST_BACKTRACE|runs-on:|runner:|actions/runner|nightly|default-target|features=' "$f" || true
  fi
done

Repository: AdaWorldAPI/ndarray

Length of output: 7485


Do not equate x86_64 with AVX2 runtime support.

--cfg x86_64 only indicates the build target, not that the CI runner supports AVX2. Confirm the CI runners used by .claude/knowledge/td-t22-asm-investigation.md are explicitly AVX2-capable, or gate/partition the native cargo test and asm-diff/bench checks accordingly.

🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In @.claude/knowledge/td-t22-asm-investigation.md around lines 152 - 157, Update
the CI claims in the discussion of cargo test and asm-diff/bench checks so they
do not assume x86_64 implies AVX2 support. Confirm the referenced runners are
explicitly AVX2-capable, or revise the guidance to gate or partition native
cargo test and asm-diff/bench execution based on actual AVX2 capability.

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