4c76b3cc7a
Co-authored-by: Peiyuan Zhang <a1286225768@gmail.com> Co-authored-by: Yongqi Chen <yongqich@gl1712.arc-ts.umich.edu> Co-authored-by: Yongqi Chen <yongqich@gl-login3.arc-ts.umich.edu> Co-authored-by: Yongqi Chen <yongqich@gl-login1.arc-ts.umich.edu>
76 lines
2.3 KiB
Bash
76 lines
2.3 KiB
Bash
torchrun --nnodes 1 --nproc_per_node 4 \
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fastvideo/train.py \
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--seed 42 \
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--pretrained_model_name_or_path data/mochi \
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--cache_dir "data/.cache" \
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--data_json_path "data/Encoder_Overfit_Data/videos2caption.json" \
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--validation_prompt_dir "data/Encoder_Overfit_Data/validation_prompt_embed_mask" \
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--uncond_prompt_dir "data/Encoder_Overfit_Data/uncond_prompt_embed_mask" \
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--gradient_checkpointing \
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--train_batch_size=1 \
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--num_latent_t 2 \
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--sp_size 2 \
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--train_sp_batch_size 1 \
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--dataloader_num_workers 1 \
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--gradient_accumulation_steps 4 \
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--max_train_steps 200 \
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--learning_rate 1e-4 \
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--mixed_precision="bf16" \
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--checkpointing_steps 2 \
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--validation_steps 4 \
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--validation_sampling_steps 2 \
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--checkpoints_total_limit 3 \
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--allow_tf32 \
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--ema_start_step 0 \
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--cfg 0.1 \
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--ema_decay 0.999 \
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--log_validation \
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--output_dir="data/outputs/BW_Testrun" \
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--use_lora \
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--resume_from_lora_checkpoint data/outputs/BW_Testrun_2/lora-checkpoint-100 \
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torchrun --nnodes 1 --nproc_per_node 4 \
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fastvideo/train.py \
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--seed 42 \
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--pretrained_model_name_or_path data/mochi \
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--cache_dir data/.cache \
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--data_json_path data/Encoder_Overfit_Data/videos2caption.json \
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--validation_prompt_dir data/Encoder_Overfit_Data/validation_prompt_embed_mask \
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--uncond_prompt_dir data/Encoder_Overfit_Data/uncond_prompt_embed_mask \
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--gradient_checkpointing \
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--train_batch_size 1 \
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--num_latent_t 14 \
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--sp_size 2 \
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--train_sp_batch_size 2 \
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--dataloader_num_workers 1 \
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--gradient_accumulation_steps 2 \
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--max_train_steps 400 \
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--learning_rate 1e-4 \
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--mixed_precision bf16 \
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--checkpointing_steps 200 \
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--validation_steps 50 \
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--validation_sampling_steps 64 \
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--checkpoints_total_limit 3 \
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--allow_tf32 \
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--ema_start_step 0 \
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--cfg 0.1 \
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--ema_decay 0.999 \
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--log_validation \
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--output_dir data/outputs/BW_Testrun_3/ \
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--lora_rank 128 \
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--lora_alpha 256 \
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--use_lora \
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--resume_from_lora_checkpoint data/outputs/BW_Testrun_2/lora-checkpoint-100 \
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# SP single node: 13
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# SP multi node: 20
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# SP multi node with larger batch size: 15
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# No SP Single node: 10.5
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# No SP Multe node: 11
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