SUMIN/HuggingFace_transformer
1
0
Fork 0
Code Issues Pull Requests Actions 7 Packages Projects Releases Wiki Activity

(Re-)Enable Nightly + Past CI (#22393)

Browse Source 
* Enable Nightly + Past CI

* put schedule

---------

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
This commit is contained in:
Yih-Dar
2023-03-30 21:06:35 +02:00
committed by GitHub
parent d5de578c22
commit 0fe6c6bdca
13 changed files with 446 additions and 349 deletions
Download Patch File Download Diff File Expand all files Collapse all files

42
docker/transformers-pytorch-deepspeed-nightly-gpu/Dockerfile
View File

@@ -1,10 +1,11 @@
FROM nvcr.io/nvidia/pytorch:21.03-py3
# https://docs.nvidia.com/deeplearning/frameworks/pytorch-release-notes/rel_22-08.html#rel_22-08
FROM nvcr.io/nvidia/pytorch:22.08-py3
LABEL maintainer="Hugging Face"
ARG DEBIAN_FRONTEND=noninteractive
# Example: `cu102`, `cu113`, etc.
ARG CUDA='cu113'
ARG CUDA='cu117'
RUN apt -y update
RUN apt install -y libaio-dev
@@ -20,6 +21,9 @@ RUN python3 -m pip install --no-cache-dir -U --pre torch torchvision torchaudio
RUN python3 -m pip install --no-cache-dir ./transformers[deepspeed-testing]
# Uninstall `torch-tensorrt` and `apex` shipped with the base image
RUN python3 -m pip uninstall -y torch-tensorrt apex
# Pre-build **nightly** release of DeepSpeed, so it would be ready for testing (otherwise, the 1st deepspeed test will timeout)
RUN python3 -m pip uninstall -y deepspeed
# This has to be run inside the GPU VMs running the tests. (So far, it fails here due to GPU checks during compilation.)
@@ -27,23 +31,23 @@ RUN python3 -m pip uninstall -y deepspeed
# RUN git clone https://github.com/microsoft/DeepSpeed && cd DeepSpeed && rm -rf build && \
# DS_BUILD_CPU_ADAM=1 DS_BUILD_FUSED_ADAM=1 DS_BUILD_AIO=1 DS_BUILD_UTILS=1 python3 -m pip install . --global-option="build_ext" --global-option="-j8" --no-cache -v --disable-pip-version-check 2>&1
# For `torchdynamo` tests
# (see https://github.com/huggingface/transformers/pull/17765)
RUN git clone https://github.com/pytorch/functorch
RUN python3 -m pip install --no-cache-dir ./functorch[aot]
RUN cd functorch && python3 setup.py develop
RUN git clone https://github.com/pytorch/torchdynamo
RUN python3 -m pip install -r ./torchdynamo/requirements.txt
RUN cd torchdynamo && python3 setup.py develop
# install TensorRT
RUN python3 -m pip install --no-cache-dir -U nvidia-pyindex
RUN python3 -m pip install --no-cache-dir -U nvidia-tensorrt==8.2.4.2
# install torch_tensorrt (fx path)
RUN git clone https://github.com/pytorch/TensorRT.git
RUN cd TensorRT/py && python3 setup.py install --fx-only
## For `torchdynamo` tests
## (see https://github.com/huggingface/transformers/pull/17765)
#RUN git clone https://github.com/pytorch/functorch
#RUN python3 -m pip install --no-cache-dir ./functorch[aot]
#RUN cd functorch && python3 setup.py develop
#
#RUN git clone https://github.com/pytorch/torchdynamo
#RUN python3 -m pip install -r ./torchdynamo/requirements.txt
#RUN cd torchdynamo && python3 setup.py develop
#
## install TensorRT
#RUN python3 -m pip install --no-cache-dir -U nvidia-pyindex
#RUN python3 -m pip install --no-cache-dir -U nvidia-tensorrt==8.2.4.2
#
## install torch_tensorrt (fx path)
#RUN git clone https://github.com/pytorch/TensorRT.git
#RUN cd TensorRT/py && python3 setup.py install --fx-only
# 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.