Closed mzweilin closed 11 months ago
This PR adds support to mixed-16-bit precision in Adversary.
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Please describe the tests that you ran to verify your changes. Consider listing any relevant details of your test configuration.
pytest
CUDA_VISIBLE_DEVICES=0 python -m mart experiment=CIFAR10_CNN_Adv trainer=gpu trainer.precision=16
CUDA_VISIBLE_DEVICES=0,1 python -m mart experiment=CIFAR10_CNN_Adv trainer=ddp trainer.precision=16 trainer.devices=2 model.optimizer.lr=0.2 trainer.max_steps=2925 datamodule.ims_per_batch=256 datamodule.world_size=2
pre-commit run -a
Make sure you had fun coding 🙃
What does this PR do?
This PR adds support to mixed-16-bit precision in Adversary.
Type of change
Please check all relevant options.
Testing
Please describe the tests that you ran to verify your changes. Consider listing any relevant details of your test configuration.
pytest
CUDA_VISIBLE_DEVICES=0 python -m mart experiment=CIFAR10_CNN_Adv trainer=gpu trainer.precision=16
reports 70% (21 sec/epoch).CUDA_VISIBLE_DEVICES=0,1 python -m mart experiment=CIFAR10_CNN_Adv trainer=ddp trainer.precision=16 trainer.devices=2 model.optimizer.lr=0.2 trainer.max_steps=2925 datamodule.ims_per_batch=256 datamodule.world_size=2
reports 70% (14 sec/epoch).Before submitting
pre-commit run -a
command without errorsDid you have fun?
Make sure you had fun coding 🙃