report rl and optimization step differently
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bug
- Dominant language
- Python
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Description
when we have off-policy steps in PPO the metric gets averaged across the different steps. This can be very hard to reason about, we should report each optimization step as train/optim_step and every rl step as train/rl_step to avoid this confusion.
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