Update ORT training dockerfiles (#1445)

update dockerfiles

examples/onnxruntime/training/docker/Dockerfile-ort1.16.1-cu118

@@ -0,0 +1,76 @@
+#!/usr/bin/env python
+# coding=utf-8
+# Copyright 2023 The HuggingFace Team All rights reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# Use nvidia/cuda image
+FROM nvidia/cuda:11.8.0-cudnn8-devel-ubuntu20.04
+CMD nvidia-smi
+
+# Ignore interactive questions during `docker build`
+ENV DEBIAN_FRONTEND noninteractive
+
+# Versions
+ARG PYTHON_VERSION=3.10
+ARG TORCH_CUDA_VERSION=cu118
+ARG TORCH_VERSION=2.0.0
+ARG TORCHVISION_VERSION=0.15.1
+
+# Bash shell
+RUN chsh -s /bin/bash
+SHELL ["/bin/bash", "-c"]
+
+# Install and update tools to minimize security vulnerabilities
+RUN apt-get update
+RUN apt-get install -y software-properties-common wget apt-utils patchelf git libprotobuf-dev protobuf-compiler cmake \
+    bzip2 ca-certificates libglib2.0-0 libxext6 libsm6 libxrender1 mercurial subversion libopenmpi-dev && \
+    apt-get clean
+RUN unattended-upgrade
+RUN apt-get autoremove -y
+
+# Install miniconda (comes with python 3.9 default)
+ARG BUILD_USER=onnxruntimedev
+ARG MINICONDA_PREFIX=/home/$BUILD_USER/miniconda3
+RUN apt-get install curl
+
+ARG CONDA_URL=https://repo.anaconda.com/miniconda/Miniconda3-py37_4.9.2-Linux-x86_64.sh
+RUN curl -fSsL --insecure ${CONDA_URL} -o install-conda.sh && \
+    /bin/bash ./install-conda.sh -b -p $MINICONDA_PREFIX && \
+    $MINICONDA_PREFIX/bin/conda clean -ya && \
+    $MINICONDA_PREFIX/bin/conda install -y python=${PYTHON_VERSION}
+
+ENV PATH=$MINICONDA_PREFIX/bin:${PATH}
+
+ARG PYTHON_EXE=$MINICONDA_PREFIX/bin/python
+
+# (Optional) Intall test dependencies
+RUN $PYTHON_EXE -m pip install git+https://github.com/huggingface/transformers
+RUN $PYTHON_EXE -m pip install datasets accelerate evaluate coloredlogs absl-py rouge_score seqeval scipy sacrebleu nltk scikit-learn parameterized sentencepiece
+RUN $PYTHON_EXE -m pip install deepspeed mpi4py
+# RUN $PYTHON_EXE -m pip install optuna ray sigopt wandb
+
+# PyTorch
+RUN $PYTHON_EXE -m pip install onnx ninja
+RUN $PYTHON_EXE -m pip install torch==${TORCH_VERSION} torchvision==${TORCHVISION_VERSION} -f https://download.pytorch.org/whl/${TORCH_CUDA_VERSION}
+
+# ORT Module
+RUN $PYTHON_EXE -m pip install onnxruntime-training==1.16.1 -f https://download.onnxruntime.ai/onnxruntime_stable_cu118.html
+RUN $PYTHON_EXE -m pip install torch-ort
+ENV TORCH_CUDA_ARCH_LIST="5.2 6.0 6.1 7.0 7.5 8.0 8.6+PTX"
+RUN $PYTHON_EXE -m pip install --upgrade protobuf==3.20.2
+RUN $PYTHON_EXE -m torch_ort.configure
+
+WORKDIR .
+
+CMD ["/bin/bash"]