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Extract independent snapshot functions for metrics: network, RL, experiment, statistics etc. #209

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zuoxingdong opened this issue Jun 14, 2020 · 0 comments

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design enhancement refactor

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zuoxingdong commented Jun 14, 2020 •

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This will dramatically increase reusability and reduce boilerplate code.

e.g.

snapshot_nn(net, ['total_parameters', 'trainable_parameters'])

Networks:

Total parameters: trainable parameters, un-trainable parameters
- Extract the number of such parameters
- Extract a generator of such parameters
Gradient norm

Policy:

Entropy

zuoxingdong self-assigned this

zuoxingdong added design enhancement refactor labels

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