# Fusion baselines
Per-device baselines for `test-fusion`, one CSV per backend (e.g. `MTL.csv`). Rows are
`arch,moe,mode,label,count`. Regenerate a CSV whenever fusion patterns change.
## Update a baseline
```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
./build/bin/test-llama-archs -o build-ci-models
./build/bin/test-fusion --models build-ci-models --device MTL0 --record MTL.csv
```
## Validate
```sh
./build/bin/test-fusion --models build-ci-models --device MTL0 --check MTL.csv
```
Non-zero exit means a row differs from the baseline. Use `--model FILE` to run a single
architecture. Note `--check` only sees present rows — a fusion that stops matching is not
reported, so diff the recorded CSV to catch removed patterns.