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Commit Graph

3 Commits

Author SHA1 Message Date
Sina Afrooze
67eb9e4c28 Adding checkpointing framework (#74)
* Adding checkpointing framework as well as mxnet checkpointing implementation.

- MXNet checkpoint for each network is saved in a separate file.

* Adding checkpoint restore for mxnet to graph-manager

* Add unit-test for get_checkpoint_state()

* Added match.group() to fix unit-test failing on CI

* Added ONNX export support for MXNet
2018-11-19 19:45:49 +02:00
Thom Lane
81bac050d7 Added Custom Initialisation for MXNet Heads (#86)
* Added NormalizedRSSInitializer, using same method as TensorFlow backend, but changed name since ‘columns’ have different meaning in dense layer weight matrix in MXNet.

* Added unit test for NormalizedRSSInitializer.
2018-11-16 08:15:43 -08:00
Sina Afrooze
5fadb9c18e Adding mxnet components to rl_coach/architectures (#60)
Adding mxnet components to rl_coach architectures.

- Supports PPO and DQN
- Tested with CartPole_PPO and CarPole_DQN
- Normalizing filters don't work right now (see #49) and are disabled in CartPole_PPO preset
- Checkpointing is disabled for MXNet
2018-11-07 17:07:15 +02:00