tensorflow
https://github.com/tensorflow/tensorflow
C++
An Open Source Machine Learning Framework for Everyone
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- Issues
- Prefetch to GPU: prefetch_to_device does not do anything (from_generator), tf.data.Dataset API unclear
- Problem with custom grad with multiple external variables
- Optimize GPU memory consumption: Decrease heap usage at the beginning of the training and allow GPU to use 100% fragmentation.
- Additive Attention Layer is not really Additive Attention
- `size` argument of TensorArray works only when specified by pythonic int but tf.Tensor doesn't
- dataset windows don't work in batches
- Comparison of gpu acceleration between gtx 1660ti(6g video memory) and quadro gv100(32g video memory)
- Method to get k smallest elements from a tensor
- Saving and loading Keras model with RNN layer that uses both multiple input and constants will result in ValueError when using model.predict()
- please expose uniform_full_int on tf.random
- Docs
- C++ not yet supported