Trying fix for ROCm/llvm loop unrolling bug, to see if performance improves on custom complied kernels
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@@ -38,6 +38,8 @@ ENV FLASH_ATTENTION_TRITON_AMD_ENABLE="TRUE"
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RUN git clone https://github.com/ROCm/flash-attention.git &&\
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cd flash-attention &&\
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git checkout main_perf &&\
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export CXXFLAGS="-mllvm --amdgpu-unroll-threshold-local=600" && \
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export HIPCXXFLAGS="-mllvm --amdgpu-unroll-threshold-local=600" && \
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python setup.py install && \
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cd /opt && rm -rf /opt/flash-attention
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@@ -68,7 +70,7 @@ ENV CXX="/opt/rocm/llvm/bin/clang++"
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RUN export HIP_DEVICE_LIB_PATH=$(find /opt/rocm -type d -name bitcode -print -quit) && \
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echo "Compiling with Bitcode: $HIP_DEVICE_LIB_PATH" && \
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export CMAKE_ARGS="-DROCM_PATH=/opt/rocm -DHIP_PATH=/opt/rocm -DAMDGPU_TARGETS=gfx1151 -DHIP_ARCHITECTURES=gfx1151" && \
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export CMAKE_ARGS="-DROCM_PATH=/opt/rocm -DHIP_PATH=/opt/rocm -DAMDGPU_TARGETS=gfx1151 -DHIP_ARCHITECTURES=gfx1151 -DCMAKE_CXX_FLAGS='-mllvm --amdgpu-unroll-threshold-local=600' -DCMAKE_HIP_FLAGS='-mllvm --amdgpu-unroll-threshold-local=600'" && \
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python -m pip wheel --no-build-isolation --no-deps -w /tmp/dist -v . && \
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python -m pip install /tmp/dist/*.whl
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@@ -90,6 +92,8 @@ RUN cmake -S . \
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-DCOMPUTE_BACKEND=hip \
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-DCMAKE_HIP_COMPILER=/opt/rocm/llvm/bin/clang++ \
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-DCMAKE_CXX_COMPILER=/opt/rocm/llvm/bin/clang++ \
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-DCMAKE_CXX_FLAGS="-mllvm --amdgpu-unroll-threshold-local=600" \
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-DCMAKE_HIP_FLAGS="-mllvm --amdgpu-unroll-threshold-local=600" \
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&& \
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make -j$(nproc) && \
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python -m pip install --no-cache-dir . --no-build-isolation --no-deps
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