Open mzweilin opened 1 year ago
We can install the package mart_armory in the Armory environment, then run MART attacks in Armory.
mart_armory
Details in README: https://github.com/IntelLabs/MART/tree/example_armory_attack/examples/mart_armory
Depends on
Please check all relevant options.
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?
We can install the package
mart_armory
in the Armory environment, then run MART attacks in Armory.Details in README: https://github.com/IntelLabs/MART/tree/example_armory_attack/examples/mart_armory
Depends on
224
226
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 🙃