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GPU utilization troubleshooting: why only 30% despite full memory

yet here's proof that my GPU utilization is still trash. if forward or backward is ~always happening according to the profiler, and memory is decently full now (at least over 50%)… …then how is my GPU being used only on average 30% of the time? what am i missing here?! help

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