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lint:
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black .
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isort --profile=black *.py
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flake8 --ignore E501,W503 *.py
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test:
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# python main.py --alpha 1 --lr 1e-2 --max_epochs 200 --bs 256 --seed 856 --width 2048
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python newmain.py fit \
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--seed_everything 21 \
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--data.batch_size 256 \
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--data.train_size 0 \
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--data.val_size 100000 \
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--model.alpha 0 \
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--model.width 2048 \
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--trainer.fast_dev_run 1 \
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--trainer.min_epochs 1 \
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--trainer.max_epochs 10 \
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--trainer.log_every_n_steps 5 \
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--trainer.check_val_every_n_epoch 1 \
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--trainer.callbacks callbacks.SaveImageCallback \
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--trainer.callbacks.init_args.final_dir out \
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--trainer.callbacks.init_args.save_interval 0 \
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--optimizer torch.optim.Adam \
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--optimizer.init_args.lr 0.01 \
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--lr_scheduler lightning.pytorch.cli.ReduceLROnPlateau \
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--lr_scheduler.init_args.patience 5 \
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--lr_scheduler.init_args.cooldown 10 \
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--lr_scheduler.init_args.factor 0.05 \
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--lr_scheduler.init_args.monitor hp_metric \
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--lr_scheduler.init_args.verbose true \
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--print_config
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help:
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# python newmain.py fit --help --trainer.callbacks.help
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# python newmain.py fit --lr_scheduler.help lightning.pytorch.cli.ReduceLROnPlateau
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python newmain.py fit --help
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search:
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python newsearch.py
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hsv:
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python hsv.py
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animate:
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ffmpeg -i lightning_logs/version_258/e%04d.png \
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-c:v libx264 \
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-vf "fps=12,format=yuv420p,pad=ceil(iw/2)*2:ceil(ih/2)*2" \
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~/animated.mp4
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clean:
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rm -rf lightning_logs
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rm -f out/*.png out/*.txt
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rm -rf __pycache__/
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cp hsv.png out/
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