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We wrote a PPO trainer using vanilla PyTorch. It trains at 150,000 steps/second on a Colab GPU, but we suspect there is room for improvement - possibly by adding automatic mixed precision, or following other recommendations in the PyTorch performance tuning guide.
We will probably use CleanRL for this: https://github.com/vwxyzjn/cleanrl
/cc @vwxyzjn
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