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We just briefly discussed this and I think it would be good to change the buffer layout for our convolutional layers from 1 to 2:
1. `(time, batch_size, channels, height, width)`
2. `(time, batch_size…
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There is a noticeable speed difference for training VGG-like networks between Keras and Caffe on large inputs.
Here is a toy network I am using for benchmarking (e.q. first layers of VGG nets):
``` …
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I found an MIT Licensed Convolutional Neural Network
https://github.com/siddharth950/Convolutional-Neural-Network/blob/master/convolutionalNeuralNetwork.py
It might be useful to include in sklearn/n…
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Crepe Code: https://github.com/zhangxiangxiao/Crepe
Paper: http://arxiv.org/pdf/1502.01710v2.pdf
Torch NN documentation: https://github.com/torch/nn/tree/master/doc
Three year samples:
s3://s3yodlee/…
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I am thinking about redesigning the model structure of Chainer. It aims at following goals:
- Provide "the standard way" to define a structured model
- Provide a safe and flexible way to save and load…
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when using CPU mode, an error occured in layers.py, line 81, in **init** del sel.,mode
AtttributeError: mode occured
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Let me know what you think. What is this missing? Any way to make it simpler and more elegant?
``` python
''' Simple model with 2 branches merging into one
left right
| |
\ …
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I'm porting some cunn code over to clnn and stumbled over the following error:
```
/Users/brunoro/dev/torch/install/bin/luajit: ...dev/torch/install/share/lua/5.1/nn/SpatialMaxPooling.lua:41: Not imp…
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With Cudnn R3 coming in, improvements to Nervana, and a new kid on the block called Chainer, faster Facebook kernels, I will be doing a minor re-run of the benchmarks to see how things have improved. …
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I've recently noticed that all my experiments run slower (which I attributed to other processes running on our server) and that I couldn't reproduce results (which I attributed to said experiments bei…