Andrew Hundt

I've run this as well and as @thisiscam mentions, it doesn't appear to actually run in parallel with good utilization. When I run the program most python threads are at...

@thisiscam distributed tensorflow as per your link is across many physical machines networked together, before that approach is taken it is important to completely utilize the capabilities of a single...

The threading mechanism and queues is more likely to be the right way to go: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/g3doc/how_tos/threading_and_queues/index.md

@thisiscam I saw you made some changes in a branch here: https://github.com/thisiscam/Asynchronous-Methods-for-Deep-Reinforcement-Learning/tree/ale But it looks like you forgot to add a file for some of the functions like [load_ale()](https://github.com/thisiscam/Asynchronous-Methods-for-Deep-Reinforcement-Learning/blob/ale/asynchronous_one_step_Q_learning.py#L45) which...

Found one answer in #7, it looks like 87%-89% final accuracy should be expected in some search configuration, perhaps the one in the [README.md](https://github.com/quark0/darts/blob/master/README.md), but it doesn't make clear the...

@scopatz I think the author liked the idea but wanted to incorporate it when his 2.0 version of the prompt toolkit was ready.

I think tests would go in: https://github.com/farizrahman4u/keras-contrib/tree/master/tests/keras_contrib As for model contributions I'm opening up an issue on that topic now.

And now to come full circle, https://github.com/farizrahman4u/keras-contrib/issues/15 is the relevant github issue I created.

The directory structure is the same as keras, so it looks like you're right about the applications folder: https://github.com/fchollet/keras/blob/master/keras/applications/resnet50.py

The updated implementation is now merged in keras-contrib. Could you consider adding a pointer to there in the readme of this repository? I've incorporated fairly substantial updates over there. https://github.com/farizrahman4u/keras-contrib/blob/master/keras_contrib/applications/resnet.py