Zhang Peiyuan
d417e4c7c4
typo add upload command add add ema_transform add ema transformer remove harcode ok ema remove hardcode update env update script; no sp revert to sp=4, sp bs=2, full shard add aws efo env distributed validation readme distributed validation add gupload linear range; fix uncond; multi guidance validation add script
49 lines
1.7 KiB
Bash
49 lines
1.7 KiB
Bash
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 NCCL_DEBUG=INFO
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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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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=[MASTER_NODE_IP_ADDRESS]: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/Merge-30k-Data/video2caption.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 250\
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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/lq_euler_50_thresh0.05"\
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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 4.5 \
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--num_euler_timesteps 50 \
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--linear_quadratic_threshold 0.05
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gsutil cp data/outputs/lq_euler_50_thresh0.05/checkpoint-4000 gs://vid_gen/runlong_temp_folder_for_pandas70m_debugging/fastvid/lq_euler_50_thresh0.05/checkpoint-4000
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