55 lines
1.7 KiB
Bash
55 lines
1.7 KiB
Bash
export WANDB_BASE_URL="https://api.wandb.ai"
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export WANDB_DIR="$HOME"
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export WANDB_MODE=online
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export WANDB_API_KEY=4f6de3765d6464f43e0506ec7d785641af645e73
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export LD_LIBRARY_PATH=/opt/amazon/efa/lib:/opt/aws-ofi-nccl/lib:$LD_LIBRARY_PATH
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export FI_PROVIDER=efa
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export FI_EFA_USE_DEVICE_RDMA=1
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export NCCL_PROTO=simple
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DATA_DIR=/data
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IP=10.4.139.86
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torchrun --nnodes 2 --nproc_per_node 8\
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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 "$DATA_DIR/validation_embeddings/validation_prompt_embed_mask"\
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--gradient_checkpointing\
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--train_batch_size=1\
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--num_latent_t 28\
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--sp_size 2\
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--train_sp_batch_size 1\
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--dataloader_num_workers 4\
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--gradient_accumulation_steps=1\
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--max_train_steps=4000\
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--learning_rate=1e-6\
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--mixed_precision="bf16"\
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--checkpointing_steps=500\
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--validation_steps 125\
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--validation_sampling_steps "4,8" \
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--checkpoints_total_limit 3\
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--allow_tf32\
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--ema_start_step 0\
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--cfg 0.0\
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--log_validation\
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--output_dir="$DATA_DIR/outputs/lq_euler_50_thresh0.15_lrg_0.75_phase1_ema0.95_cfg4.5"\
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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 0.15 \
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--linear_range 0.75 \
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--multi_phased_distill_schedule "4000-1" \
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--use_ema \
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--ema_decay 0.95 \
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--distill_cfg 4.5
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