Closed mzweilin closed 1 year ago
This PR adds python -m mart.generate_adversary_config for generating attack configuration YAML files that can be used in Armory and others.
python -m mart.generate_adversary_config
Example:
python -m mart.generate_attack_config \ attack=[object_detection_mask_adversary,data_coco] \ output=here.yaml
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 🙃
Let's try the feature in mart_armory example first.
mart_armory
What does this PR do?
This PR adds
python -m mart.generate_adversary_config
for generating attack configuration YAML files that can be used in Armory and others.Example:
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 🙃