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Optimise device allocation for all attributes used in the training loop

André Anjos requested to merge move-all-to-device into main

This MR optimises device allocation for all model parameters participating in the training loop.

It closes #78 (closed).

No significant effect was observed in terms of processing speed, however we still explicitly move transforms and losses as a cautionary measure.

Edited by André Anjos

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