华为云AI开发平台ModelArts推理基础镜像详情Pytorch(CPU/GPU)_云淘科技
ModelArts提供了以下Pytorch(CPU/GPU)推理基础镜像:
引擎版本一:pytorch_1.8.0-cuda_10.2-py_3.7-ubuntu_18.04-x86_64
引擎版本二:pytorch_1.8.2-cuda_11.1-py_3.7-ubuntu_18.04-x86_64
引擎版本一:pytorch_1.8.0-cuda_10.2-py_3.7-ubuntu_18.04-x86_64
镜像地址:swr.{region_id}.myhuaweicloud.com/atelier/pytorch_1_8:pytorch_1.8.0-cuda_10.2-py_3.7-ubuntu_18.04-x86_64-20221118143845-d65d817
镜像构建时间:20220713110657 (yyyy-mm-dd-hh-mm-ss)
镜像系统版本:Ubuntu 18.04.4 LTS
cuda:10.2.89
cudnn:7.6.5.32
Python解释器路径及版本:/home/ma-user/anaconda3/envs/PyTorch-1.8/bin/python, python 3.7.10
三方包安装路径:/home/ma-user/anaconda3/envs/PyTorch-1.8/lib/python3.7/site-packages
部分pip安装包列表:
Cython 0.27.3 easydict 1.9 Flask 2.0.1 fonttools 4.34.4 gunicorn 20.1.0 ipykernel 6.7.0 Jinja2 3.0.1 lxml 4.9.1 matplotlib 3.5.1 mmcv 1.2.7 moxing-framework 2.1.0.5d9c87c8 numpy 1.19.5 opencv-python 4.1.2.30 pandas 1.1.5 Pillow 9.2.0 pip 22.1.2 protobuf 3.20.1 psutil 5.8.0 PyYAML 5.1 requests 2.27.1 scikit-learn 0.22.1 scipy 1.5.2 sklearn 0.0 tensorboard 2.1.1 tensorboardX 2.0 torch 1.8.0 torchtext 0.5.0 torchvision 0.9.0 tornado 6.2 tqdm 4.64.0 traitlets 5.3.0 typing_extensions 4.3.0 urllib3 1.26.10 watchdog 2.0.0 wcwidth 0.2.5 Werkzeug 2.1.2 wheel 0.37.1 yapf 0.32.0 zipp 3.8.0 ...
部分apt安装包列表:
apt ca-certificates cmake cuda curl ethtool fdisk ffmpeg g++ gcc git gpg graphviz libsm6 libxext6 libopencv-dev libxrender-dev libatlas3-base libnuma-dev libcap-dev libssl-dev liblz-dev libbz2-dev liblzma-dev libboost-graph-dev libsndfile1 libcurl4-openssl-dev libopenblas-base liblapack3 libopenblas-dev libprotobuf-dev libleveldb-dev libsnappy-dev libhdf5-serial-dev liblapacke-dev libgflags-dev libgoogle-glog-dev liblmdb-dev libatlas-base-dev librdmacm1 libcap2-bin libpq-dev mysql-common net-tools nginx openslide-tools openssh-client openssh-server openssh-sftp-server openssl protobuf-compiler redis-server redis-tools rpm tar tofrodos unzip vim wget zip zlib1g-dev ...
引擎版本二:pytorch_1.8.2-cuda_11.1-py_3.7-ubuntu_18.04-x86_64
镜像地址:swr.{region_id}.myhuaweicloud.com/aip/pytorch_1_8:pytorch_1.8.2-cuda_11.1-py_3.7-ubuntu_18.04-x86_64-20220524162601-50d6a18
镜像构建时间:20220524162601(yyyy-mm-dd-hh-mm-ss)
镜像系统版本:Ubuntu 18.04.4 LTS
cuda:11.1.1
cudnn:8.0.5.39
Python解释器路径及版本:/home/ma-user/anaconda3/envs/PyTorch-1.8.2/bin/python, python 3.7.10
三方包安装路径:/home/ma-user/anaconda3/envs/PyTorch-1.8.2/lib/python3.7/site-packages
部分pip安装包列表:
Cython 0.27.3 mmcv 1.2.7 easydict 1.9 tensorboardX 2.0 torch 1.8.2+cu111 Flask 2.0.1 pandas 1.1.5 gunicorn 20.1.0 PyYAML 5.1 torchaudio 0.8.2 Pillow 9.0.1 psutil 5.8.0 lxml 4.8.0 matplotlib 3.5.1 torchvision 0.9.2+cu111 pip 21.2.2 protobuf 3.20.1 numpy 1.17.0 opencv-python 4.1.2.30 scikit-learn 0.22.1 ...
部分apt安装包列表:
apt ca-certificates cmake cuda curl ethtool fdisk ffmpeg g++ gcc git gpg graphviz libsm6 libxext6 libopencv-dev libxrender-dev libatlas3-base libnuma-dev libcap-dev libssl-dev liblz-dev libbz2-dev liblzma-dev libboost-graph-dev libsndfile1 libcurl4-openssl-dev libopenblas-base liblapack3 libopenblas-dev libprotobuf-dev libleveldb-dev libsnappy-dev libhdf5-serial-dev liblapacke-dev libgflags-dev libgoogle-glog-dev liblmdb-dev libatlas-base-dev librdmacm1 libcap2-bin libpq-dev mysql-common net-tools nginx openslide-tools openssh-client openssh-server openssh-sftp-server openssl protobuf-compiler redis-server redis-tools rpm tar tofrodos unzip vim wget zip zlib1g-dev ...
父主题: 推理基础镜像介绍
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