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I'm learning dynet by examples ~ I replace LSTMBuilder with GRUBuilder in examples/cpp/EncDec.cc and add #include "dynet/gru.h" and compile is successful but an error occur in runtime:
`terminate …
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Does anyone have heuristic architecture guidelines for building a network for binary text classification?
Current, I am using
```
model = Sequential()
model.add(LSTM(output_dim = 64, input_dim = 64…
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The documentation for RNNs, LSTMs and GRUs mentions that h0 or c0 must be of shape (num_layers x batch x hidden_size) but this isn't true when bidirectional=True. It needs to be (num_layers * num_dir…
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rzai@rzai00:~/prj/hed-dlg-truncated$ THEANO_FLAGS=mode=FAST_RUN,device=gpu,floatX=float32 python train.py --prototype prototype_ubuntu_LSTM > Model_Output.txt
Using gpu device 0: GeForce GTX 1080 (CN…
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Hi,
I'm trying to run your code to train my own dataset, however I get a ValueError. This happens even with the toy dataset given in the README.
Here is the full output when I try to train:
>…
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I am trying to replicate model similar to [DeepSpeech2](https://arxiv.org/abs/1512.02595) and [neon example](https://github.com/NervanaSystems/deepspeech/blob/master/speech/train.py) ( [spectrogram ~4…
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python bin/run_analysis.py
Traceback (most recent call last):
File "bin/run_analysis.py", line 7, in
from src.run_analysis import analyze, render_results_as_images
File "/DeepOSM/src/run_analysis…
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I compiled the latest TensorFlow(https://github.com/tensorflow/tensorflow/commit/73bc428901dfd6507bbea1315c8813f2048233ff), and everything is ok, I can also import TensorFlow in python.
But when I im…
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Here's the `backend` branch, introducing `theano_backend.py` and `tensorflow_backend.py`: https://github.com/fchollet/keras/tree/backend/keras/backend
It's still a work in progress. It contains 95% o…
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I have been trying to run DanQ_train.py (after tweaking the bidirectional LSTM implementation by using keras instead of seya), but training one epoch on the NVIDIA GTX 1080 takes over 200 hours accord…