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Document TF_FORCE_GPU_ALLOW_GROWTH

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Fixes #2211
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Alexandre Lissy 2019-06-27 16:51:19 +02:00
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@ -268,6 +268,14 @@ pip3 install 'tensorflow-gpu==1.13.1'
Please ensure you have the required [CUDA dependency](#cuda-dependency).
It has been reported for some people failure at training:
```
tensorflow.python.framework.errors_impl.UnknownError: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above.
[[{{node tower_0/conv1d/Conv2D}}]]
```
Setting the `TF_FORCE_GPU_ALLOW_GROWTH` environment variable to `true` seems to help in such cases.
### Common Voice training data
The Common Voice corpus consists of voice samples that were donated through Mozilla's [Common Voice](https://voice.mozilla.org/) Initiative.