TensorFlow和keras对应版本

╰+攻爆jí腚メ 2023-02-25 07:14 103阅读 0赞

<table> 
 <thead> 
  <tr> 
   <th>Framework</th> 
   <th>Env name (--env parameter)</th> 
   <th>Description</th> 
   <th>Docker Image</th> 
   <th>Packages and Nvidia Settings</th> 
  </tr> 
 </thead> 
 <tbody> 
  <tr> 
   <td>TensorFlow 2.2</td> 
   <td>tensorflow-2.2</td> 
   <td>TensorFlow 2.2.0 + Keras 2.3.1 on Python 3.7.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td><a href="https://docs.floydhub.com/guides/tensorflow/#tensorflow-22" rel="nofollow">TensorFlow-2.2</a></td> 
  </tr> 
  <tr> 
   <td>TensorFlow 2.1</td> 
   <td>tensorflow-2.1</td> 
   <td>TensorFlow 2.1.0 + Keras 2.3.1 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td><a href="https://docs.floydhub.com/guides/tensorflow/#tensorflow-21" rel="nofollow">TensorFlow-2.1</a></td> 
  </tr> 
  <tr> 
   <td>TensorFlow 2.0</td> 
   <td>tensorflow-2.0</td> 
   <td>TensorFlow 2.0.0 + Keras 2.3.1 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td><a href="https://docs.floydhub.com/guides/tensorflow/#tensorflow-20" rel="nofollow">TensorFlow-2.0</a></td> 
  </tr> 
  <tr> 
   <td>TensorFlow 1.15</td> 
   <td>tensorflow-1.15</td> 
   <td>TensorFlow 1.15.0 + Keras 2.3.1 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td><a href="https://docs.floydhub.com/guides/tensorflow/#tensorflow-115" rel="nofollow">TensorFlow-1.15</a></td> 
  </tr> 
  <tr> 
   <td>TensorFlow 1.14</td> 
   <td>tensorflow-1.14</td> 
   <td>TensorFlow 1.14.0 + Keras 2.2.5 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td><a href="https://docs.floydhub.com/guides/tensorflow/#tensorflow-114" rel="nofollow">TensorFlow-1.14</a></td> 
  </tr> 
  <tr> 
   <td>TensorFlow 1.13</td> 
   <td>tensorflow-1.13</td> 
   <td>TensorFlow 1.13.0 + Keras 2.2.4 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td><a href="https://docs.floydhub.com/guides/tensorflow/#tensorflow-113" rel="nofollow">TensorFlow-1.13</a></td> 
  </tr> 
  <tr> 
   <td>TensorFlow 1.12</td> 
   <td>tensorflow-1.12</td> 
   <td>TensorFlow 1.12.0 + Keras 2.2.4 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td><a href="https://docs.floydhub.com/guides/tensorflow/#tensorflow-112" rel="nofollow">TensorFlow-1.12</a></td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>tensorflow-1.12:py2</td> 
   <td>TensorFlow 1.12.0 + Keras 2.2.4 on Python 2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>TensorFlow 1.11</td> 
   <td>tensorflow-1.11</td> 
   <td>TensorFlow 1.11.0 + Keras 2.2.4 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td><a href="https://docs.floydhub.com/guides/tensorflow/#tensorflow-111" rel="nofollow">TensorFlow-1.11</a></td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>tensorflow-1.11:py2</td> 
   <td>TensorFlow 1.11.0 + Keras 2.2.4 on Python 2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>TensorFlow 1.10</td> 
   <td>tensorflow-1.10</td> 
   <td>TensorFlow 1.10.0 + Keras 2.2.0 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td><a href="https://docs.floydhub.com/guides/tensorflow/#tensorflow-110" rel="nofollow">TensorFlow-1.10</a></td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>tensorflow-1.10:py2</td> 
   <td>TensorFlow 1.10.0 + Keras 2.2.0 on Python 2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>TensorFlow 1.9</td> 
   <td>tensorflow-1.9</td> 
   <td>TensorFlow 1.9.0 + Keras 2.2.0 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td><a href="https://docs.floydhub.com/guides/tensorflow/#tensorflow-19" rel="nofollow">TensorFlow-1.9</a></td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>tensorflow-1.9:py2</td> 
   <td>TensorFlow 1.9.0 + Keras 2.2.0 on Python 2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>TensorFlow 1.8</td> 
   <td>tensorflow-1.8</td> 
   <td>TensorFlow 1.8.0 + Keras 2.1.6 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td><a href="https://docs.floydhub.com/guides/tensorflow/#tensorflow-18" rel="nofollow">TensorFlow-1.8</a></td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>tensorflow-1.8:py2</td> 
   <td>TensorFlow 1.8.0 + Keras 2.1.6 on Python 2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>TensorFlow 1.7</td> 
   <td>tensorflow-1.7</td> 
   <td>TensorFlow 1.7.0 + Keras 2.1.6 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td><a href="https://docs.floydhub.com/guides/tensorflow/#tensorflow-17" rel="nofollow">TensorFlow-1.7</a></td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>tensorflow-1.7:py2</td> 
   <td>TensorFlow 1.7.0 + Keras 2.1.6 on Python 2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>TensorFlow 1.5</td> 
   <td>tensorflow-1.5</td> 
   <td>TensorFlow 1.5.0 + Keras 2.1.6 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td><a href="https://docs.floydhub.com/guides/tensorflow/#tensorflow-15" rel="nofollow">TensorFlow-1.5</a></td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>tensorflow-1.5:py2</td> 
   <td>TensorFlow 1.5.0 + Keras 2.1.6 on Python 2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>TensorFlow 1.4</td> 
   <td>tensorflow-1.4</td> 
   <td>TensorFlow 1.4.0 + Keras 2.0.8 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>tensorflow-1.4:py2</td> 
   <td>TensorFlow 1.4.0 + Keras 2.0.8 on Python 2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>TensorFlow 1.3</td> 
   <td>tensorflow-1.3</td> 
   <td>TensorFlow 1.3.0 + Keras 2.0.6 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>tensorflow-1.3:py2</td> 
   <td>TensorFlow 1.3.0 + Keras 2.0.6 on Python 2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>TensorFlow 1.2</td> 
   <td>tensorflow-1.2</td> 
   <td>TensorFlow 1.2.0 + Keras 2.0.6 on Python 3.5.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>tensorflow-1.2:py2</td> 
   <td>TensorFlow 1.2.0 + Keras 2.0.6 on Python 2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>TensorFlow 1.1</td> 
   <td>tensorflow</td> 
   <td>TensorFlow 1.1.0 + Keras 2.0.6 on Python 3.5.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>tensorflow:py2</td> 
   <td>TensorFlow 1.1.0 + Keras 2.0.6 on Python 2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>TensorFlow 1.0</td> 
   <td>tensorflow-1.0</td> 
   <td>TensorFlow 1.0.0 + Keras 2.0.6 on Python 3.5.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>tensorflow-1.0:py2</td> 
   <td>TensorFlow 1.0.0 + Keras 2.0.6 on Python 2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>TensorFlow 0.12</td> 
   <td>tensorflow-0.12</td> 
   <td>TensorFlow 0.12.1 + Keras 1.2.2 on Python 3.5.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>tensorflow-0.12:py2</td> 
   <td>TensorFlow 0.12.1 + Keras 1.2.2 on Python 2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/tensorflow/" rel="nofollow">floydhub/tensorflow</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>PyTorch 1.5</td> 
   <td>pytorch-1.5</td> 
   <td>PyTorch 1.5.0 + fastai 1.0.61 on Python 3.7.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/pytorch/" rel="nofollow">floydhub/pytorch</a></td> 
   <td><a href="https://docs.floydhub.com/guides/pytorch/#pytorch-15" rel="nofollow">PyTorch-1.5</a></td> 
  </tr> 
  <tr> 
   <td>PyTorch 1.4</td> 
   <td>pytorch-1.4</td> 
   <td>PyTorch 1.4.0 + fastai 1.0.60 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/pytorch/" rel="nofollow">floydhub/pytorch</a></td> 
   <td><a href="https://docs.floydhub.com/guides/pytorch/#pytorch-14" rel="nofollow">PyTorch-1.4</a></td> 
  </tr> 
  <tr> 
   <td>PyTorch 1.3</td> 
   <td>pytorch-1.3</td> 
   <td>PyTorch 1.3.0 + fastai 1.0.60 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/pytorch/" rel="nofollow">floydhub/pytorch</a></td> 
   <td><a href="https://docs.floydhub.com/guides/pytorch/#pytorch-13" rel="nofollow">PyTorch-1.3</a></td> 
  </tr> 
  <tr> 
   <td>PyTorch 1.2</td> 
   <td>pytorch-1.2</td> 
   <td>PyTorch 1.2.0 + fastai 1.0.60 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/pytorch/" rel="nofollow">floydhub/pytorch</a></td> 
   <td><a href="https://docs.floydhub.com/guides/pytorch/#pytorch-12" rel="nofollow">PyTorch-1.2</a></td> 
  </tr> 
  <tr> 
   <td>PyTorch 1.1</td> 
   <td>pytorch-1.1</td> 
   <td>PyTorch 1.1.0 + fastai 1.0.57 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/pytorch/" rel="nofollow">floydhub/pytorch</a></td> 
   <td><a href="https://docs.floydhub.com/guides/pytorch/#pytorch-11" rel="nofollow">PyTorch-1.1</a></td> 
  </tr> 
  <tr> 
   <td>PyTorch 1.0</td> 
   <td>pytorch-1.0</td> 
   <td>PyTorch 1.0.0 + fastai 1.0.51 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/pytorch/" rel="nofollow">floydhub/pytorch</a></td> 
   <td><a href="https://docs.floydhub.com/guides/pytorch/#pytorch-10" rel="nofollow">PyTorch-1.0</a></td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>pytorch-1.0:py2</td> 
   <td>PyTorch 1.0.0 on Python 2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/pytorch/" rel="nofollow">floydhub/pytorch</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>PyTorch 0.4</td> 
   <td>pytorch-0.4</td> 
   <td>PyTorch 0.4.1 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/pytorch/" rel="nofollow">floydhub/pytorch</a></td> 
   <td><a href="https://docs.floydhub.com/guides/pytorch/#pytorch-04" rel="nofollow">PyTorch-0.4</a></td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>pytorch-0.4:py2</td> 
   <td>PyTorch 0.4.1 on Python 2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/pytorch/" rel="nofollow">floydhub/pytorch</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>PyTorch 0.3</td> 
   <td>pytorch-0.3</td> 
   <td>PyTorch 0.3.1 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/pytorch/" rel="nofollow">floydhub/pytorch</a></td> 
   <td><a href="https://docs.floydhub.com/guides/pytorch/#pytorch-03" rel="nofollow">PyTorch-0.3</a></td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>pytorch-0.3:py2</td> 
   <td>PyTorch 0.3.1 on Python 2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/pytorch/" rel="nofollow">floydhub/pytorch</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>PyTorch 0.2</td> 
   <td>pytorch-0.2</td> 
   <td>PyTorch 0.2.0 on Python 3.5</td> 
   <td><a href="https://hub.docker.com/r/floydhub/pytorch/" rel="nofollow">floydhub/pytorch</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>pytorch-0.2:py2</td> 
   <td>PyTorch 0.2.0 on Python 2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/pytorch/" rel="nofollow">floydhub/pytorch</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>PyTorch 0.1</td> 
   <td>pytorch-0.1</td> 
   <td>PyTorch 0.1.12 on Python 3.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/pytorch/" rel="nofollow">floydhub/pytorch</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>pytorch-0.1:py2</td> 
   <td>PyTorch 0.1.12 on Python 2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/pytorch/" rel="nofollow">floydhub/pytorch</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>Theano 0.9</td> 
   <td>theano-0.9</td> 
   <td>Theano rel-0.8.2 + Keras 2.0.3 on Python3.5.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/theano/" rel="nofollow">floydhub/theano</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>theano-0.9:py2</td> 
   <td>Theano rel-0.8.2 + Keras 2.0.3 on Python2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/theano/" rel="nofollow">floydhub/theano</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>Caffe</td> 
   <td>caffe</td> 
   <td>Caffe rc4 on Python3.5.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/caffe/" rel="nofollow">floydhub/caffe</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>caffe:py2</td> 
   <td>Caffe rc4 on Python2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/caffe/" rel="nofollow">floydhub/caffe</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>Torch</td> 
   <td>torch</td> 
   <td>Torch 7 with Python 3 env.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/torch/" rel="nofollow">floydhub/torch</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>torch:py2</td> 
   <td>Torch 7 with Python 2 env.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/torch/" rel="nofollow">floydhub/torch</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>Chainer 1.23</td> 
   <td>chainer-1.23</td> 
   <td>Chainer 1.23.0 on Python 3.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/chainer/" rel="nofollow">floydhub/chainer</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>chainer-1.23:py2</td> 
   <td>Chainer 1.23.0 on Python 2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/chainer/" rel="nofollow">floydhub/chainer</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>Chainer 2.0</td> 
   <td>chainer-2.0</td> 
   <td>Chainer 1.23.0 on Python 3.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/chainer/" rel="nofollow">floydhub/chainer</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>chainer-2.0:py2</td> 
   <td>Chainer 1.23.0 on Python 2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/chainer/" rel="nofollow">floydhub/chainer</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>MxNet 1.0</td> 
   <td>mxnet</td> 
   <td>MxNet 1.0.0 on Python 3.6.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/mxnet/" rel="nofollow">floydhub/mxnet</a></td> 
   <td>&nbsp;</td> 
  </tr> 
  <tr> 
   <td>&nbsp;</td> 
   <td>mxnet:py2</td> 
   <td>MxNet 1.0.0 on Python 2.</td> 
   <td><a href="https://hub.docker.com/r/floydhub/mxnet/" rel="nofollow">floydhub/mxnet</a></td> 
  </tr> 
 </tbody> 
</table>