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Out of memory issues #9

@pemami4911

Description

@pemami4911

When using EvoProtGrad with a large number of parallel chains and/or a large pLM, emptying the GPU cache and garbage collection appear to help with OOM issues.

For example, adding

if torch.cuda.is_available():
    torch.cuda.empty_cache()
    gc.collect()

after each sampler step.
Needs verification and tests.

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