79 lines
2.4 KiB
Bash
79 lines
2.4 KiB
Bash
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export WANDB_MODE=online
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export WANDB_API_KEY=4f6de3765d6464f43e0506ec7d785641af645e73
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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=172.23.30.16:29500 \
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fastvideo/distill.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/General-Video/videos2caption.json"\
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--validation_prompt_dir "data/validation_embeddings/validation_prompt_embed_mask"\
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--uncond_prompt_dir "data/validation_embeddings/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 28\
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--sp_size 4\
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--train_sp_batch_size 2\
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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=1e-6\
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--mixed_precision="bf16"\
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--checkpointing_steps=500\
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--validation_steps 125\
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--validation_sampling_steps 8 \
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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/shift8_euler_50_olddata_no_ema"\
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--tracker_project_name PCM \
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--num_frames 163 \
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--shift 8.0 \
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--validation_guidance_scale 4.5 \
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--num_euler_timesteps 50
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export WANDB_MODE=online
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torchrun --nnodes 1 --nproc_per_node 4\
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fastvideo/distill.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/Image-Train-Dataset/videos2caption.json"\
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--validation_prompt_dir "data/validation_embeddings/validation_prompt_embed_mask"\
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--uncond_prompt_dir "data/validation_embeddings/uncond_prompt_embed_mask"\
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--gradient_checkpointing\
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--train_batch_size=3\
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--num_latent_t 1\
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--sp_size 1\
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--train_sp_batch_size 1\
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--dataloader_num_workers 4\
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--max_train_steps=20000\
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--learning_rate=1e-6\
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--mixed_precision="bf16"\
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--checkpointing_steps=50\
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--validation_steps 2\
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--validation_sampling_steps 8 \
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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/video_distill_shift_8_precision_debugged"\
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--tracker_project_name PCM \
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--num_frames 67 \
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--scheduler_type pcm_linear_quadratic \
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--validation_guidance_scale 4.5 \
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--num_euler_timesteps 50 |