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export WANDB_KEY="" | |
export ENTITY="" | |
export PROJECT="ucf101-f16s3-128-causalvideovae444-bf16-ckpt-flash" | |
accelerate launch \ | |
--config_file scripts/accelerate_configs/ddp_config.yaml \ | |
opensora/train/train.py \ | |
--model Latte-XL/122 \ | |
--dataset ucf101 \ | |
--ae CausalVQVAEModel_4x4x4 \ | |
--data_path /remote-home/yeyang/UCF-101 \ | |
--train_classcondition \ | |
--num_classes 101 \ | |
--sample_rate 3 \ | |
--num_frames 16 \ | |
--max_image_size 128 \ | |
--gradient_checkpointing \ | |
--attention_mode flash \ | |
--train_batch_size=8 --dataloader_num_workers 10 \ | |
--gradient_accumulation_steps=1 \ | |
--max_train_steps=1000000 \ | |
--learning_rate=1e-04 --lr_scheduler="constant" --lr_warmup_steps=0 \ | |
--mixed_precision="bf16" \ | |
--report_to="wandb" \ | |
--checkpointing_steps=500 \ | |
--output_dir="ucf101-f16s3-128-causalvideovae444-bf16-ckpt-flash" \ | |
--allow_tf32 | |