48 lines
1.4 KiB
Bash
48 lines
1.4 KiB
Bash
export WANDB_MODE=online
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export WANDB_API_KEY=4f6de3765d6464f43e0506ec7d785641af645e73
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DATA_DIR=data
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IP=172.23.30.16
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torchrun --nnodes 4 --nproc_per_node 4\
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--node_rank=0 \
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--rdzv_id=456 \
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--rdzv_backend=c10d \
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--rdzv_endpoint=$IP:29500 \
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fastvideo/distill.py\
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--seed 42\
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--pretrained_model_name_or_path $DATA_DIR/mochi\
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--cache_dir "data/.cache"\
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--data_json_path "$DATA_DIR/Merge-30k-Data/video2caption.json"\
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--validation_prompt_dir "$DATA_DIR/validation_embeddings/validation_prompt_embed_mask"\
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--gradient_checkpointing\
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--train_batch_size=1\
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--num_latent_t 14\
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--sp_size 2\
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--train_sp_batch_size 1\
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--dataloader_num_workers 4\
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--gradient_accumulation_steps=1\
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--max_train_steps=4000\
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--learning_rate=5e-6\
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--mixed_precision="bf16"\
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--checkpointing_steps=500\
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--validation_steps 64\
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--validation_sampling_steps "8" \
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--checkpoints_total_limit 3\
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--allow_tf32\
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--ema_start_step 0\
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--cfg 0.0\
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--log_validation\
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--output_dir="$DATA_DIR/outputs/lq_euler_50_thres0.1_lrg_0.75_phase1_lr_5e-6_pred_decay_0.1_latent14"\
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--tracker_project_name PCM \
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--num_frames 163 \
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--scheduler_type pcm_linear_quadratic \
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--validation_guidance_scale "0.5,1.5" \
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--num_euler_timesteps 50 \
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--linear_quadratic_threshold 0.1 \
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--linear_range 0.75 \
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--multi_phased_distill_schedule "4000-1" \
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--pred_decay_weight 0.1
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