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chore: PPO system cleanup #1124

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chore: PPO system cleanup #1124

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sash-a
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@sash-a sash-a commented Nov 1, 2024

What?

Did a couple small clean ups to the PPO systems that are long overdue:

  • Removed all the capital comments
  • Removed opt states from the losses
  • Removed tree map around the done reshape during acting (it's just an array)
  • Removed metrics from the traj batch because they aren't really part of the batch
  • Cleaner unpacking of the loss metrics

@RuanJohn should we add this for MAT?

@sash-a sash-a self-assigned this Nov 1, 2024
RuanJohn
RuanJohn requested changes Nov 7, 2024
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Thank you @sash-a! I think these are some very needed changes. I just have a few suggestions and questions. Any comment applies to all systems.

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sash-a commented Nov 7, 2024

todo: same fixes for sable and switch sable to using the PPOTransition

WiemKhlifi
WiemKhlifi reviewed Nov 11, 2024
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@OmaymaMahjoub OmaymaMahjoub added the benchmark required Docker images get pushed if PR has this label. label Nov 13, 2024
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@sash-a @RuanJohn @WiemKhlifi @OmaymaMahjoub @Louay-Ben-nessir