68 lines
2.3 KiB
Markdown
68 lines
2.3 KiB
Markdown
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Here are some example commands to get you started, you can copy paste them into your command line and press enter.
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Make sure the last line does not have ^ but all other lines do.
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Training examples:
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Resuming from a checkpoint, 50 epochs, 6 batch size, 3e-6 learning rate, cosine scheduler, generate samples evern 200 steps, 10 minute checkpoint interval, adam8bit, and using the default "input" folder for training data:
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python train.py --resume_ckpt "sd_v1-5_vae" ^
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--max_epochs 50 ^
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--data_root "R:\everydream-trainer\training_samples\mega\ff7r\man_ff7r\cloud" ^
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--lr_scheduler cosine ^
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--lr_decay_steps 1500 ^
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--project_name myproj ^
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--batch_size 6 ^
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--sample_steps 200 ^
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--lr 3e-6 ^
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--ckpt_every_n_minutes 10 ^
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--useadam8bit
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Training from SD2 512 base model, 18 epochs, 4 batch size, 1.2e-6 learning rate, constant LR, generate samples evern 100 steps, 30 minute checkpoint interval, adam8bit, using imagesin the x:\mydata folder, training at resolution class of 640:
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python train.py --resume_ckpt "512-base-ema" ^
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--data_root "x:\mydata" ^
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--max_epochs 18 ^
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--lr_scheduler constant ^
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--project_name myproj ^
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--batch_size 4 ^
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--sample_steps 100 ^
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--lr 1.2e-6 ^
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--resolution 640 ^
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--clip_grad_norm 1 ^
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--ckpt_every_n_minutes 30 ^
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--useadam8bit
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python train.py --resume_ckpt "SD21" ^
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--data_root "R:\everydream-trainer\training_samples\mega\gt\objects\jets" ^
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--max_epochs 50 ^
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--lr_scheduler cosine ^
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--lr_decay_steps 1500 ^
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--lr_warmup_steps 20 ^
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--project_name myproj ^
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--batch_size 6 ^
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--sample_steps 100 ^
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--lr 1.5e-6 ^
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--ckpt_every_n_minutes 15 ^
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--useadam8bit ^
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--clip_grad_norm 1 ^
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Copy paste the above to your command line and press enter.
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Make sure the last line does not have ^ but all other lines do
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Scheduler example, note warmup and decay dont work with constant (default), warmup is set automatically to 5% of decay if not set
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--lr_scheduler cosine
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--lr_warmup_steps 100
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--lr_decay_steps 2500
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Warmup and decay only count for some schedulers! Constant is not one of them.
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Currently "constant" and "cosine" are recommended. I'll add support to others upon request.
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How to resume:
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Point your resume_ckpt to the path in logs like so:
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--resume_ckpt "R:\ed3\logs\myproj20221213-161620\ckpts\myproj-ep22-gs01099" ^
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