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max_gpu_reserved is much bigger than max_gpu_allocated #1192

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@emailweixu

In one experiment (muzero_atari_conf.py), the max_gpu_reserved is 8491MB, the max_gpu_allocated is 5892, a whopping 2.5GB difference. This can limit the batch size used by the algorithm.

Investigating whether it is possible to reduce max_gpu_reserved.

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