Asked about What the hardware is doing

Your GPU shows 30 percent utilisation. What is likely wrong?

An answer that works

The GPU is waiting, almost always for data. Raise data loader workers, enable pinned memory, and check for per-item preprocessing that should be precomputed or moved onto the device.

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