41 lines
1.2 KiB
Bash
41 lines
1.2 KiB
Bash
export WANDB_MODE=online
|
|
|
|
torchrun --nnodes 4 --nproc_per_node 4\
|
|
--node_rank=3 \
|
|
--rdzv_id=456 \
|
|
--rdzv_backend=c10d \
|
|
--rdzv_endpoint=172.23.30.15:29500 \
|
|
fastvideo/distill.py\
|
|
--seed 42\
|
|
--pretrained_model_name_or_path data/mochi\
|
|
--cache_dir "data/.cache"\
|
|
--data_json_path "data/General-Video/videos2caption.json"\
|
|
--validation_prompt_dir "data/Encoder_Overfit_Data/validation_prompt_embed_mask"\
|
|
--uncond_prompt_dir "data/Encoder_Overfit_Data/uncond_prompt_embed_mask"\
|
|
--gradient_checkpointing\
|
|
--train_batch_size=1\
|
|
--num_latent_t 28\
|
|
--sp_size 4\
|
|
--train_sp_batch_size 2\
|
|
--dataloader_num_workers 4\
|
|
--gradient_accumulation_steps=1\
|
|
--max_train_steps=20000\
|
|
--learning_rate=1e-6\
|
|
--mixed_precision="bf16"\
|
|
--checkpointing_steps=250\
|
|
--validation_steps 25\
|
|
--validation_sampling_steps 8 \
|
|
--checkpoints_total_limit 3\
|
|
--allow_tf32\
|
|
--ema_start_step 0\
|
|
--cfg 0.0\
|
|
--ema_decay 0.999\
|
|
--log_validation\
|
|
--output_dir="data/outputs/video_distill_shift_8"\
|
|
--tracker_project_name PCM \
|
|
--num_frames 163 \
|
|
--shift 8.0 \
|
|
--validation_guidance_scale 4.5
|
|
|
|
|