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GPU-Based Environment #28

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DavidAkinpelu opened this issue Jun 27, 2024 · 3 comments
Open

GPU-Based Environment #28

DavidAkinpelu opened this issue Jun 27, 2024 · 3 comments

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@DavidAkinpelu
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I am trying to create a GPU-based environment where a model is being trained say resnet18 where the number of environment can be greater than 1. I am not familiar with Jax but I am planning to learn it. However, I want to see how feasible this is with PureJaxrl before I start this voyage.
@DavidAkinpelu
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@luchris429 Any advice?

@luchris429
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That sounds reasonable, but I really can't tell without more details.

@DavidAkinpelu
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@luchris429 Thanks for your response. I want to create an adaptive learning rate controller agent. I want the the environment step to involve training and evaluating a model. The action at the end of each step is to adjust the learning rate. How can I easily parallelize this for multiple environments?

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@luchris429 @DavidAkinpelu