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Demo of running NNs across different frameworks

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When processing the IMDB data for RNN, I got an error which suggests to allow `pickle`. I found the following fix works for me: - In common/utils.py, change line 177...

CUDA 9 has been out for a while, and 10 is gaining support for later generation cards. Any thought given to updating this to later versions of CUDA and framework...

Hey @ilkarman there is mention of an incompatibility with keras >2.1.4, can this be fixed? I'd like to try with the keras-mxnet backend to see if there is any difference....

The way that [TF](https://github.com/ilkarman/DeepLearningFrameworks/blob/mutligpuilia/notebooks/Tensorflow_MultiGPU.ipynb) does checkpointing with: `tf.estimator.train_and_evaluate(nn, train_spec, eval_spec)` Seems to result in a lot of IO lag where it saves the params to disk after every epoch, runs...

@mitmul Thank you for highlighting my typo in your PR request; I wanted to highlight two further issues I am facing [here](https://github.com/ilkarman/DeepLearningFrameworks/blob/mutligpuilia/notebooks/Chainer_MultiGPU.ipynb) 1. Toggling between single and muli-gpu (4x) improves...

# Patching CVE-2007-4559 Hi, we are security researchers from the Advanced Research Center at [Trellix](https://www.trellix.com). We have began a campaign to patch a widespread bug named CVE-2007-4559. CVE-2007-4559 is a...