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Hello, did you change/optimize the code from the original repo?
And if yes, what changes have you made?
Which version of Tensorflow are you using?
I've reverted to Keras 0.1.0 (with Tensorf…
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I have some confusions about the code:
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_conv(args, output_size, ....) which say shape of inputs is (batch_size x height x width x arg_size) , what's the meaning of **"ar…
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@antinucleon: I have written an implementation of SequenceLast, which takes in a mask of sequence lengths (vector of ints) and a tensor (seq len, other dims), and returns a new tensor (other dims) wit…
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The attend-infer-repeat ([AIR](https://arxiv.org/abs/1603.08575)) model is a great example of stochastic recursion in deep probabilistic models. It is going to be one of the anchor examples for the fi…
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Recently an implementation of accelerated RNNs using cudnn v5 was exposed in tensorflow: [https://github.com/tensorflow/tensorflow/tree/master/tensorflow/contrib/cudnn_rnn](url)
If these implementati…
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For bugs or installation issues, please provide the following information.
The more information you provide, the more likely people will be able to help you.
## Environment info
Operating System:…
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In class this week, to compare with my [markov chain example](https://github.com/shiffman/A2Z-F17/tree/master/week8-markov-lstm/01_markov_bychar_short), I ran through training an LSTM model using `tra…
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[Layer normalization](https://arxiv.org/abs/1607.06450) seems to be pretty popular for RNNs nowadays, and it is worth having an implementation available. Several people seem to have already rolled the…
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The RNN layers include a matrix multiplication of their input. However when the input is a trainable embedding, this linear transformation is redundant in terms of both parameters and computation, and…
naure updated
7 years ago
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So I'm trying to figure out why my resnets are running out of memory, and it seems that there's a memory leak in Tile and zeros_like operations.
Those ops have memory allocated during each session …