instadeepai/Mava

[BUG] steps_per_second under-reporting in SAC and IQL

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#1,078 创建于 2024年5月13日

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The (originally combined) steps_per_second logging has been separated for now to enforce logging consistencies across Mava systems, enabling downstream aggregate plotting via marl-eval. However, the current steps_per_second logging in the IQL and SAC systems is not a true representation for the learner or the actor. It is not entirely fair to say that we do steps_per_rollout / elapsed _time steps per second in both cases because we are also taking anakin_steps * cfg.system.epochs gradient steps.

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