最全tensorflow,PyTorch 和keras 版本匹配汇总

只要tensorflow 和keras 版本对号入座训练数据时就不会保存
成功案例:


import os
os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'
#load dataset
from keras.datasets import mnist
(train_images, train_labels), (test_images, test_labels) = mnist.load_data()
print(train_images.shape)

执行结果:

Using TensorFlow backend.
(60000, 28, 28)

在这里插入图片描述

Framework	Env name (--env parameter)	Description	Docker Image	Packages and Nvidia Settings
TensorFlow 2.2	tensorflow-2.2	TensorFlow 2.2.0 + Keras 2.3.1 on Python 3.7.	floydhub/tensorflow	TensorFlow-2.2
TensorFlow 2.1	tensorflow-2.1	TensorFlow 2.1.0 + Keras 2.3.1 on Python 3.6.	floydhub/tensorflow	TensorFlow-2.1
TensorFlow 2.0	tensorflow-2.0	TensorFlow 2.0.0 + Keras 2.3.1 on Python 3.6.	floydhub/tensorflow	TensorFlow-2.0
TensorFlow 1.15	tensorflow-1.15	TensorFlow 1.15.0 + Keras 2.3.1 on Python 3.6.	floydhub/tensorflow	TensorFlow-1.15
TensorFlow 1.14	tensorflow-1.14	TensorFlow 1.14.0 + Keras 2.2.5 on Python 3.6.	floydhub/tensorflow	TensorFlow-1.14
TensorFlow 1.13	tensorflow-1.13	TensorFlow 1.13.0 + Keras 2.2.4 on Python 3.6.	floydhub/tensorflow	TensorFlow-1.13
TensorFlow 1.12	tensorflow-1.12	TensorFlow 1.12.0 + Keras 2.2.4 on Python 3.6.	floydhub/tensorflow	TensorFlow-1.12
tensorflow-1.12:py2	TensorFlow 1.12.0 + Keras 2.2.4 on Python 2.	floydhub/tensorflow	
TensorFlow 1.11	tensorflow-1.11	TensorFlow 1.11.0 + Keras 2.2.4 on Python 3.6.	floydhub/tensorflow	TensorFlow-1.11
tensorflow-1.11:py2	TensorFlow 1.11.0 + Keras 2.2.4 on Python 2.	floydhub/tensorflow	
TensorFlow 1.10	tensorflow-1.10	TensorFlow 1.10.0 + Keras 2.2.0 on Python 3.6.	floydhub/tensorflow	TensorFlow-1.10
tensorflow-1.10:py2	TensorFlow 1.10.0 + Keras 2.2.0 on Python 2.	floydhub/tensorflow	
TensorFlow 1.9	tensorflow-1.9	TensorFlow 1.9.0 + Keras 2.2.0 on Python 3.6.	floydhub/tensorflow	TensorFlow-1.9
tensorflow-1.9:py2	TensorFlow 1.9.0 + Keras 2.2.0 on Python 2.	floydhub/tensorflow	
TensorFlow 1.8	tensorflow-1.8	TensorFlow 1.8.0 + Keras 2.1.6 on Python 3.6.	floydhub/tensorflow	TensorFlow-1.8
tensorflow-1.8:py2	TensorFlow 1.8.0 + Keras 2.1.6 on Python 2.	floydhub/tensorflow	
TensorFlow 1.7	tensorflow-1.7	TensorFlow 1.7.0 + Keras 2.1.6 on Python 3.6.	floydhub/tensorflow	TensorFlow-1.7
tensorflow-1.7:py2	TensorFlow 1.7.0 + Keras 2.1.6 on Python 2.	floydhub/tensorflow	
TensorFlow 1.5	tensorflow-1.5	TensorFlow 1.5.0 + Keras 2.1.6 on Python 3.6.	floydhub/tensorflow	TensorFlow-1.5
tensorflow-1.5:py2	TensorFlow 1.5.0 + Keras 2.1.6 on Python 2.	floydhub/tensorflow	
TensorFlow 1.4	tensorflow-1.4	TensorFlow 1.4.0 + Keras 2.0.8 on Python 3.6.	floydhub/tensorflow	
tensorflow-1.4:py2	TensorFlow 1.4.0 + Keras 2.0.8 on Python 2.	floydhub/tensorflow	
TensorFlow 1.3	tensorflow-1.3	TensorFlow 1.3.0 + Keras 2.0.6 on Python 3.6.	floydhub/tensorflow	
tensorflow-1.3:py2	TensorFlow 1.3.0 + Keras 2.0.6 on Python 2.	floydhub/tensorflow	
TensorFlow 1.2	tensorflow-1.2	TensorFlow 1.2.0 + Keras 2.0.6 on Python 3.5.	floydhub/tensorflow	
tensorflow-1.2:py2	TensorFlow 1.2.0 + Keras 2.0.6 on Python 2.	floydhub/tensorflow	
TensorFlow 1.1	tensorflow	TensorFlow 1.1.0 + Keras 2.0.6 on Python 3.5.	floydhub/tensorflow	
tensorflow:py2	TensorFlow 1.1.0 + Keras 2.0.6 on Python 2.	floydhub/tensorflow	
TensorFlow 1.0	tensorflow-1.0	TensorFlow 1.0.0 + Keras 2.0.6 on Python 3.5.	floydhub/tensorflow	
tensorflow-1.0:py2	TensorFlow 1.0.0 + Keras 2.0.6 on Python 2.	floydhub/tensorflow	
TensorFlow 0.12	tensorflow-0.12	TensorFlow 0.12.1 + Keras 1.2.2 on Python 3.5.	floydhub/tensorflow	
tensorflow-0.12:py2	TensorFlow 0.12.1 + Keras 1.2.2 on Python 2.	floydhub/tensorflow	
PyTorch 1.5	pytorch-1.5	PyTorch 1.5.0 + fastai 1.0.61 on Python 3.7.	floydhub/pytorch	PyTorch-1.5
PyTorch 1.4	pytorch-1.4	PyTorch 1.4.0 + fastai 1.0.60 on Python 3.6.	floydhub/pytorch	PyTorch-1.4
PyTorch 1.3	pytorch-1.3	PyTorch 1.3.0 + fastai 1.0.60 on Python 3.6.	floydhub/pytorch	PyTorch-1.3
PyTorch 1.2	pytorch-1.2	PyTorch 1.2.0 + fastai 1.0.60 on Python 3.6.	floydhub/pytorch	PyTorch-1.2
PyTorch 1.1	pytorch-1.1	PyTorch 1.1.0 + fastai 1.0.57 on Python 3.6.	floydhub/pytorch	PyTorch-1.1
PyTorch 1.0	pytorch-1.0	PyTorch 1.0.0 + fastai 1.0.51 on Python 3.6.	floydhub/pytorch	PyTorch-1.0
pytorch-1.0:py2	PyTorch 1.0.0 on Python 2.	floydhub/pytorch	
PyTorch 0.4	pytorch-0.4	PyTorch 0.4.1 on Python 3.6.	floydhub/pytorch	PyTorch-0.4
pytorch-0.4:py2	PyTorch 0.4.1 on Python 2.	floydhub/pytorch	
PyTorch 0.3	pytorch-0.3	PyTorch 0.3.1 on Python 3.6.	floydhub/pytorch	PyTorch-0.3
pytorch-0.3:py2	PyTorch 0.3.1 on Python 2.	floydhub/pytorch	
PyTorch 0.2	pytorch-0.2	PyTorch 0.2.0 on Python 3.5	floydhub/pytorch	
pytorch-0.2:py2	PyTorch 0.2.0 on Python 2.	floydhub/pytorch	
PyTorch 0.1	pytorch-0.1	PyTorch 0.1.12 on Python 3.	floydhub/pytorch	
pytorch-0.1:py2	PyTorch 0.1.12 on Python 2.	floydhub/pytorch	
Theano 0.9	theano-0.9	Theano rel-0.8.2 + Keras 2.0.3 on Python3.5.	floydhub/theano	
theano-0.9:py2	Theano rel-0.8.2 + Keras 2.0.3 on Python2.	floydhub/theano	
Caffe	caffe	Caffe rc4 on Python3.5.	floydhub/caffe	
caffe:py2	Caffe rc4 on Python2.	floydhub/caffe	
Torch	torch	Torch 7 with Python 3 env.	floydhub/torch	
torch:py2	Torch 7 with Python 2 env.	floydhub/torch	
Chainer 1.23	chainer-1.23	Chainer 1.23.0 on Python 3.	floydhub/chainer	
chainer-1.23:py2	Chainer 1.23.0 on Python 2.	floydhub/chainer	
Chainer 2.0	chainer-2.0	Chainer 1.23.0 on Python 3.	floydhub/chainer	
chainer-2.0:py2	Chainer 1.23.0 on Python 2.	floydhub/chainer	
MxNet 1.0	mxnet	MxNet 1.0.0 on Python 3.6.	floydhub/mxnet	
mxnet:py2	MxNet 1.0.0 on Python 2.	floydhub/mxnet

引用链接

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转载自blog.csdn.net/weixin_41194129/article/details/107843436