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With FastLSTM.bn = true, it seems to output the same value for everything in a sequence. For example, try
```
nn.FastLSTM.bn = true
a = nn.Sequencer(nn.FastLSTM(2, 2))
print(a:forward(torch.rand…
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I think it's time, for the sake of scaling this up to more systematic experiments, to restructure this project.
The primary challenge I realized when designing experiments and structuring the curr…
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```julia
using Flux
using MLDatasets: MNIST, CIFAR10, CIFAR100
using Flux: logitcrossentropy, setup, Adam, train!
using Flux.OneHotArrays: onehotbatch, onecold
using Statistics: mean
using Flux.…
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## 🚀 Feature
It would be useful to have a basic abstraction class for [Hidden Markov Models](https://en.wikipedia.org/wiki/Hidden_Markov_model) which builds on top of the distribution classes already…
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Thanks for the excellent TyXe initiative.
Currently, flipout is implemented in TyXe for linear and convolutional layers. Are you considering supporting as well RNN in the near future?
If I underst…
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### Issue summary
Networks using the **Reshape** layer fail to back-propagate when certain conditions are met.
Instead the bottom layer's diff blob will include only zeros, regardless of the conte…
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## Motivation
Many fields manipulate collections of Tensors of different shapes. For example, paragraphs of text, images of different sizes or audio files of different lengths. We don't have a first …
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Could you provide the code of generating 'cvpr2016_cub/images' or 'cvpr2016_cub/bow_c10'?
Thank you very much!
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In https://github.com/Lasagne/Recipes/pull/23#issuecomment-141979978, @skaae brought up the idea of splitting up the recurrent layers into layers performing a single computation step and a container l…
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Hi~
When I set num_worker to a number greater than 0, the following error will appear. How to solve this problem? I know that num_worker=0 can run, but I want to further improve the running speed. Th…