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Pre-build DeepSpeed (#17607)

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* pre-build deepspeed

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
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Yih-Dar 2022-06-09 23:02:33 +02:00 committed by GitHub
parent 75343de938
commit da0bed5f4a
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3 changed files with 29 additions and 1 deletions
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14
.github/workflows/self-push.yml vendored
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@ -205,6 +205,13 @@ jobs:
working-directory: /workspace/transformers
run: git fetch && git checkout ${{ github.sha }}
# To avoid unknown test failures
- name: Pre build DeepSpeed *again*
working-directory: /workspace/transformers
run: |
python3 -m pip uninstall -y deepspeed
DS_BUILD_CPU_ADAM=1 DS_BUILD_AIO=1 DS_BUILD_UTILS=1 python3 -m pip install deepspeed --global-option="build_ext" --global-option="-j8" --no-cache -v --disable-pip-version-check
- name: NVIDIA-SMI
run: |
nvidia-smi
@ -247,6 +254,13 @@ jobs:
working-directory: /workspace/transformers
run: git fetch && git checkout ${{ github.sha }}
# To avoid unknown test failures
- name: Pre build DeepSpeed *again*
working-directory: /workspace/transformers
run: |
python3 -m pip uninstall -y deepspeed
DS_BUILD_CPU_ADAM=1 DS_BUILD_AIO=1 DS_BUILD_UTILS=1 python3 -m pip install deepspeed --global-option="build_ext" --global-option="-j8" --no-cache -v --disable-pip-version-check
- name: NVIDIA-SMI
run: |
nvidia-smi

7
.github/workflows/self-scheduled.yml vendored
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@ -306,6 +306,13 @@ jobs:
working-directory: /workspace/transformers
run: git fetch && git checkout ${{ github.sha }}
# To avoid unknown test failures
- name: Pre build DeepSpeed *again*
working-directory: /workspace/transformers
run: |
python3 -m pip uninstall -y deepspeed
DS_BUILD_CPU_ADAM=1 DS_BUILD_AIO=1 DS_BUILD_UTILS=1 python3 -m pip install deepspeed --global-option="build_ext" --global-option="-j8" --no-cache -v --disable-pip-version-check
- name: NVIDIA-SMI
run: |
nvidia-smi

9
docker/transformers-pytorch-deepspeed-latest-gpu/Dockerfile
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@ -9,11 +9,18 @@ RUN python3 -m pip install --no-cache-dir --upgrade pip
ARG REF=main
RUN git clone https://github.com/huggingface/transformers && cd transformers && git checkout $REF
RUN python3 -m pip install --no-cache-dir -e ./transformers[deepspeed-testing]
# Install latest release PyTorch
# (PyTorch must be installed before pre-compiling any DeepSpeed c++/cuda ops.)
# (https://www.deepspeed.ai/tutorials/advanced-install/#pre-install-deepspeed-ops)
RUN python3 -m pip install --no-cache-dir -U torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu113
RUN python3 -m pip install --no-cache-dir ./transformers[deepspeed-testing]
# Pre-build DeepSpeed, so it would be ready for testing (otherwise, the 1st deepspeed test will timeout)
RUN python3 -m pip uninstall -y deepspeed
RUN DS_BUILD_CPU_ADAM=1 DS_BUILD_AIO=1 DS_BUILD_UTILS=1 python3 -m pip install deepspeed --global-option="build_ext" --global-option="-j8" --no-cache -v --disable-pip-version-check
# When installing in editable mode, `transformers` is not recognized as a package.
# this line must be added in order for python to be aware of transformers.
RUN cd transformers && python3 setup.py develop