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update-fusion-table

Regenerate a per-device test-fusion baseline (tests/fusion/MTL.csv, ...) after fusion patterns or the dummy-model set change. Use when test-fusion --check fails.

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ggml-org/llama.cpp
Dernière activité de la source
19 octobre 2026 à 06:11
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SKILL.md
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name
update-fusion-table
description
Regenerate a per-device test-fusion baseline (tests/fusion/MTL.csv, ...) after fusion patterns or the dummy-model set change. Use when test-fusion --check fails.
# Update a fusion baseline `tests/fusion/<BACKEND>.csv` is the `test-fusion` golden baseline: `arch,moe,mode,label,count`, where `count` is how many times a fusion label matched per graph run. See `tests/fusion/README.md`. Re-record only when the counts moved for the reason the contributor intended. A row failing on `nmse_fus` (> 1e-4) is a fused-vs-unfused correctness bug, not baseline drift - fix it, never record it away. ## Steps ```sh cmake -B build -DCMAKE_BUILD_TYPE=Release -DGGML_METAL=ON # enable the target backend cmake --build build --config Release --target test-llama-archs --target test-fusion -j rm -rf build-ci-models && mkdir -p build-ci-models # always regenerate ./build/bin/test-llama-archs -o build-ci-models D=MTL0; B=tests/fusion/MTL.csv; T=/tmp/$(basename $B) # keep the target backend/device in sync ./build/bin/test-fusion --models build-ci-models --device $D --check $B # read the FAIL rows ./build/bin/test-fusion --models build-ci-models --device $D --record $T diff $B $T cp $T $B ./build/bin/test-fusion --models build-ci-models --device $D --check $B # 0 failed, exit 0 ``` - Read the diff before applying it. Every added, removed or changed row must be explainable by the change under review; an unexplained row means the run picked up something unintended. - `expected 0` in a FAIL row = no baseline row for that label (new arch, or a fusion newly firing); non-zero `expected` = count changed; `fusion ... is no longer matched` = row stopped firing. - `--record` rewrites the whole file, so never record a partial run (`--model FILE`, a filtered models dir) - it drops the rows of every architecture that was not run. - `--record` marks every row `ok`; only the `--check` run validates.
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