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This commit is contained in:
Mohit Sharma 2024-08-06 10:29:46 +00:00
parent 55e6059eb1
commit 5788c942a5
3 changed files with 19 additions and 20 deletions
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35
Dockerfile_amd
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@ -98,26 +98,25 @@ RUN pip uninstall -y triton && \
cd triton/python && \ cd triton/python && \
pip install . pip install .
# RUN git clone --depth 1 --recursive --single-branch --branch 2.3-patched https://github.com/fxmarty/pytorch.git pytorch && cd pytorch && pip install -r requirements.txt --no-cache-dir RUN git clone --depth 1 --recursive --single-branch --branch main https://github.com/pytorch/pytorch.git pytorch && cd pytorch && pip install -r requirements.txt --no-cache-dir && \
git checkout da320214e66b5af0f7db8fd18a64dbb519d17b27
# ARG _GLIBCXX_USE_CXX11_ABI="1" ARG _GLIBCXX_USE_CXX11_ABI="1"
# ARG CMAKE_PREFIX_PATH="/opt/conda" ARG CMAKE_PREFIX_PATH="/opt/conda"
# ARG PYTORCH_ROCM_ARCH="gfx90a;gfx942" ARG PYTORCH_ROCM_ARCH="gfx90a;gfx942"
# ARG BUILD_CAFFE2="0" \ ARG BUILD_CAFFE2="0" \
# BUILD_CAFFE2_OPS="0" \ BUILD_CAFFE2_OPS="0" \
# USE_CUDA="0" \ USE_CUDA="0" \
# USE_ROCM="1" \ USE_ROCM="1" \
# BUILD_TEST="0" \ BUILD_TEST="0" \
# USE_FBGEMM="0" \ USE_FBGEMM="0" \
# USE_NNPACK="0" \ USE_NNPACK="0" \
# USE_QNNPACK="0" \ USE_QNNPACK="0" \
# USE_XNNPACK="0" \ USE_XNNPACK="0" \
# USE_FLASH_ATTENTION="1" \ USE_FLASH_ATTENTION="1" \
# USE_MEM_EFF_ATTENTION="0" USE_MEM_EFF_ATTENTION="0"
# RUN cd pytorch && python tools/amd_build/build_amd.py && python setup.py install RUN cd pytorch && python tools/amd_build/build_amd.py && python setup.py install
RUN pip install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/rocm6.1
# Set AS recommended: https://github.com/ROCm/triton/wiki/A-script-to-set-program-execution-environment-in-ROCm # Set AS recommended: https://github.com/ROCm/triton/wiki/A-script-to-set-program-execution-environment-in-ROCm
ENV HIP_FORCE_DEV_KERNARG=1 ENV HIP_FORCE_DEV_KERNARG=1

2
server/text_generation_server/layers/attention/rocm.py
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@ -208,7 +208,7 @@ if ENGINE == "ck":
softcap, softcap,
False, False,
None, None,
) )[0]
elif ENGINE == "triton": elif ENGINE == "triton":
from .flash_attn_triton import triton_attention from .flash_attn_triton import triton_attention

2
server/text_generation_server/models/flash_causal_lm.py
View File

@ -1159,7 +1159,7 @@ class FlashCausalLM(Model):
log_master( log_master(
logger.info, logger.info,
f"PyTorch TunableOp (https://github.com/fxmarty/pytorch/tree/2.3-patched/aten/src/ATen/cuda/tunable) is enabled. The warmup may take several minutes, picking the ROCm optimal matrix multiplication kernel for the target lengths {', '.join([str(seqlen) for seqlen in tuning_sequences])}, with typical 5-8% latency improvement for small sequence lengths. The picked GEMMs are saved in the file {tunableop_filepath}. To disable TunableOp, please launch TGI with `PYTORCH_TUNABLEOP_ENABLED=0`.", f"PyTorch TunableOp is enabled. The warmup may take several minutes, picking the ROCm optimal matrix multiplication kernel for the target lengths {', '.join([str(seqlen) for seqlen in tuning_sequences])}, with typical 5-8% latency improvement for small sequence lengths. The picked GEMMs are saved in the file {tunableop_filepath}. To disable TunableOp, please launch TGI with `PYTORCH_TUNABLEOP_ENABLED=0`.",
) )
if os.path.isfile(tunableop_filepath): if os.path.isfile(tunableop_filepath):