Revision 6aca22ec58b7c0dccb7ed5992907fc3c288fffde authored by Deepmind on 08 September 2017, 16:21:12 UTC, committed by Diego de Las Casas on 18 September 2017, 14:00:50 UTC
Dilated convolutions are useful when you want a larger receptive field in fewer number of layers. Since usually only a few ConvLSTM layers are ever stacked together, adding the option for dilated convolutions in the LSTM seems especially appropriate. Due to the underlying conv operation already accepting a dilation rate keyword argument, only minor changes are required for this functionality. Added test for instantiating, connecting, and running a ConvLSTM with the dilated convolution option. PiperOrigin-RevId: 168005030
1 parent eb8feb0
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| .gitmodules | -rw-r--r-- | 0 bytes |
| BUILD | -rw-r--r-- | 1.2 KB |
| CHANGES.md | -rw-r--r-- | 5.6 KB |
| CONTRIBUTING.md | -rw-r--r-- | 1.7 KB |
| LICENSE | -rw-r--r-- | 11.1 KB |
| MANIFEST.in | -rw-r--r-- | 102 bytes |
| README.md | -rw-r--r-- | 1.6 KB |
| WORKSPACE | -rw-r--r-- | 27 bytes |
| install.sh | -rwxr-xr-x | 1.7 KB |
| setup.py.tmpl | -rw-r--r-- | 3.4 KB |
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