118 lines
3.6 KiB
Bash
118 lines
3.6 KiB
Bash
torchrun --nnodes 4 --nproc_per_node 4 \
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--node_rank=3 \
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--rdzv_id=456 \
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--rdzv_backend=c10d \
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--rdzv_endpoint=172.23.30.15:29500 \
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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/BLACK-MYTH-Finetune-Dataset/videos2caption.json" \
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--validation_prompt_dir "data/BLACK-MYTH-Finetune-Dataset/validation_prompt_embed_mask" \
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--uncond_prompt_dir "data/BLACK-MYTH-Finetune-Dataset/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 16 \
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--sp_size 4 \
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--train_sp_batch_size 4 \
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--dataloader_num_workers 4 \
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--gradient_accumulation_steps=1 \
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--max_train_steps=4000 \
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--learning_rate=2e-5 \
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--mixed_precision="bf16" \
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--checkpointing_steps=500 \
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--validation_steps=100 \
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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 0.0 \
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--ema_decay 0.999 \
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--log_validation \
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--output_dir="data/outputs/black_myth_correct_video_mask" \
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--weighting_scheme "uniform" \
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--num_frames 91 \
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--selective_checkpointing 1.0
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torchrun --nnodes 4 --nproc_per_node 4 \
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--node_rank=3 \
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--rdzv_id=456 \
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--rdzv_backend=c10d \
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--rdzv_endpoint=172.23.30.15:29500 \
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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/BLACK-MYTH-DREAM-BOOTH/videos2caption.json" \
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--validation_prompt_dir "data/BLACK-MYTH-DREAM-BOOTH/validation_prompt_embed_mask" \
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--uncond_prompt_dir "data/BLACK-MYTH-DREAM-BOOTH/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 16 \
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--sp_size 4 \
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--train_sp_batch_size 4 \
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--dataloader_num_workers 4 \
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--gradient_accumulation_steps=1 \
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--max_train_steps=4000 \
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--learning_rate=2e-5 \
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--mixed_precision="bf16" \
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--checkpointing_steps=100 \
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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/black_myth_correct_video_mask" \
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--weighting_scheme "uniform" \
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--num_frames 91 \
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--selective_checkpointing 1.0
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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/BLACK-MYTH-Finetune-Dataset/videos2caption.json" \
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--validation_prompt_dir "data/BLACK-MYTH-Finetune-Dataset/validation_prompt_embed_mask" \
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--uncond_prompt_dir "data/BLACK-MYTH-Finetune-Dataset/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 16 \
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--sp_size 4 \
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--train_sp_batch_size 4 \
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--dataloader_num_workers 4 \
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--gradient_accumulation_steps=1 \
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--max_train_steps=2000 \
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--learning_rate=2e-5 \
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--mixed_precision="bf16" \
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--checkpointing_steps=100 \
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--validation_steps=100 \
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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 0.0 \
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--ema_decay 0.999 \
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--log_validation \
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--output_dir="data/outputs/black_myth_dream" \
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--weighting_scheme "uniform" \
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--num_frames 91 \
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| 4/2000 [01:23<10:59:33, 19.83s/it, loss=0.74, grad_norm=2.6]
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| 2/2000 [00:44<11:59:27, 21.61s/it, loss=0.873, grad_norm=1.57]
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| 3/2000 [01:03<11:18:51, 20.40s/it, loss=0.813, grad_norm=1.48]
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# FSDP Hybrid:
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