Decay learning rate #39
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Implemented Dropouts using Tensorflow's Dropout Wrapper around rnn_cell and dropout function for embedded_input. http://www.cs.toronto.edu/%7Ersalakhu/papers/srivastava14a.pdf https://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/ops/rnn_cell.py#L708 https://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/ops/nn_ops.py#L995 Signed-off-by: Norman Heckscher <[email protected]>
Signed-off-by: Norman Heckscher <[email protected]>
Signed-off-by: Norman Heckscher <[email protected]> # Conflicts: # train.py
Signed-off-by: Norman Heckscher <[email protected]>
Signed-off-by: Norman Heckscher <[email protected]>
epoc save. batch save. dropout. Signed-off-by: Norman Heckscher <[email protected]>
Signed-off-by: Norman Heckscher <[email protected]>
Signed-off-by: Norman Heckscher <[email protected]>
Signed-off-by: Norman Heckscher <[email protected]> # Conflicts: # model.py # train.py
Signed-off-by: Norman Heckscher <[email protected]>
Signed-off-by: Norman Heckscher <[email protected]>
Signed-off-by: Norman Heckscher <[email protected]>
Signed-off-by: Norman Heckscher <[email protected]>
Signed-off-by: Norman Heckscher <[email protected]> # Conflicts: # train.py
Signed-off-by: Norman Heckscher <[email protected]>
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Decay learning rate improves learning? |
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Decay learning rate
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New decay learning rate based on the following code:
sherjilozair/char-rnn-tensorflow#70