Help Center/ ModelArts/ Image Management/ Using a Preset Image/ Images Preset in Notebook/ Tensorflow (x86)-powered Notebook Base Image
Updated on 2024-08-14 GMT+08:00
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Tensorflow (x86)-powered Notebook Base Image

ModelArts provides the following notebook base images powered by Tensorflow (x86): tensorflow2.1-cuda10.1-cudnn7-ubuntu18.04 and tensorflow1.13-cuda10.0-cudnn7-ubuntu18.04

Image tensorflow2.1-cuda10.1-cudnn7-ubuntu18.04

Table 1 tensorflow2.1-cuda10.1-cudnn7-ubuntu18.04 description

AI Engine

Whether to Use GPUs

(CUDA Version)

URL

Dependency

TensorFlow 2.1

Yes

(cuda 10.1)

swr.{region_id}.myhuaweicloud.com/atelier/tensorflow_2_1:tensorflow_2.1.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64-20220926144607-041ba2e

PyPI package

Ubuntu package

tensorflow 2.1.0

ipykernel 6.7.0

ipython 7.34.0

jupyter-client 7.3.4

ma-cau 1.1.6

ma-cau-adapter 1.1.3

ma-cli 1.2.2

matplotlib 3.5.1

modelarts 1.4.11

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

psutil 5.8.0

PyYAML 5.1

scipy 1.5.2

scikit-learn 0.22.1

tornado 6.2

tensorboard 2.1.1

automake

build-essential

ca-certificates

cmake

cpp

curl

ffmpeg

g++

gcc

gfortran

git

git-lfs

grep

libcudnn7

libcudnn7-dev

libjpeg-dev:amd64

libjpeg8-dev:amd64

openssh-client

openssh-server

nginx

python3

rpm

screen

tar

tmux

unzip

vim

wget

zip

Image tensorflow1.13-cuda10.0-cudnn7-ubuntu18.04

Table 2 tensorflow1.13-cuda10.0-cudnn7-ubuntu18.04 description

AI Engine

Whether to Use GPUs

(CUDA Version)

URL

Dependency

TensorFlow 1.13-gpu

Yes

(cuda 10.0)

swr.{region_id}.myhuaweicloud.com/atelier/tensorflow_1_13:tensorflow_1.13-cuda_10.0-py_3.7-ubuntu_18.04-x86_64-20220926104358-041ba2e

PyPI package

Ubuntu package

tensorflow-gpu 1.13.1

ipykernel 6.7.0

ipython 7.34.0

jupyter-client 7.3.4

ma-cau 1.1.6

ma-cau-adapter 1.1.3

ma-cli 1.2.2

matplotlib 3.5.1

modelarts 1.4.11

moxing-framework 2.0.1.rc0.ffd1c0c8

numpy 1.17.0

opencv-python 4.1.2.30

pandas 1.1.5

pillow 6.2.0

pip 22.1.2

psutil 5.8.0

PyYAML 5.1

scipy 1.2.2

scikit-learn 0.22.1

tornado 6.2

automake

build-essential

ca-certificates

cmake

cpp

curl

ffmpeg

g++

gcc

gfortran

git

git-lfs

grep

libcudnn7

libcudnn7-dev

libjpeg-dev:amd64

libjpeg8-dev:amd64

openssh-client

openssh-server

nginx

python3

rpm

screen

tar

tmux

unzip

vim

wget

zip