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mfe7 avatar mfe7 commented on August 15, 2024
  1. We didn't spend much time optimizing for computation speed. The CADRL policy in particular uses quite outdated custom NN implementations that likely contribute to slow runtime. If you have access to multiple machines or could run on a bunch of cloud/AWS machines in parallel, that would be one way to generate more samples faster.
  2. Changing this line to use your gpu should do it. In my experience, using CPU led to a higher number of samples per second, maybe because there were no images or conv layers in the NN architecture. But, I would be interested to hear about your experience on this.

from gym-collision-avoidance.

kmzdaniel avatar kmzdaniel commented on August 15, 2024

Thank you very much for your answer, Mr. Everet.

from gym-collision-avoidance.

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