OpenVino GPU single matmul test #379
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WangJialei-A
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leshikus,
kurapov-peter,
zhczhong and
dchigarev
dchigarev
reviewed
Oct 14, 2024
| cmake -B build -G Ninja -DLLVM_DIR=${LLVM_INST_PATH}/lib/cmake/llvm -DMLIR_DIR=${LLVM_INST_PATH}/lib/cmake/mlir -DENABLE_GRAPH_COMPILER=ON -DENABLE_INTEL_GPU=ON -DENABLE_TESTS=ON | ||
| cmake --build build --target all | ||
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| - name: Benchmark |
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let's also add this step that runs sanity tests for the gpu integration in OV:
OV_MLIR_MODE=GC_GPU ./bin/intel64/Release/ov_gpu_func_tests --gtest_filter=MLIRExecution.*
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dchigarev
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Oct 15, 2024
| run: | | ||
| pip install openvino torch | ||
| for param in 'linear[512,512,512]' 'linear[1024,1024,1024]' 'linear[2048,2048,2048]', 'linear[4096,4096,4096]' 'linear[8192,8192,8192]' 'linear[4096,512,4096]'; do | ||
| python3 ./tools/mlir_bench/ov_model_gen.py -l=$param -t f16 -n test.xml |
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I think the root-cause for the error we see in CI is this bug (#360)
loc(fused<{name = "aten::linear/Add", type = "Add"}>["aten::linear/Add"]): error: operand #0 does not dominate this use
The GPU pipeline is currently not working for models generated by ov_model_gen.py; only simple matmul modules like this are functioning (but I'm already working to fix this)
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This PR depends on a develop repo and branch 'dchigarev/openvino/gc-gpu' now
So it is not ready for merge.
But it is ready for review.
Support single matmul test with openvino on GPU.
It will be automatically trigger remotely by nightly test in gc-perf repository.
@kurapov-peter Please comment the PR if you need run more test case or collect more metrics.