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MNASNet trainer

Training setup for MNASNet that will get you close to "paper" numbers.

Result after 200 epochs:

  • Top-1 = 73.512
  • Top-5 = 91.544

This program with hardcoded settings requires 4x NVIDIA GTX 1080ti GPUs to run. Give it more epochs and it'll get even closer to paper numbers.

Requirements:

  • PyTorch 1.0.1+
  • PillowSIMD
  • TensorboardX
  • tqdm (for eval only)

And this PR: pytorch/vision#829 contains the MNASNet implementation so you'll need it as well.

Checkpoints

See under checkpoints