66 lines
1.9 KiB
Bash
66 lines
1.9 KiB
Bash
# export WANDB_MODE="offline"
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export ENTITY="linbin"
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export HF_DATASETS_OFFLINE=1
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export TRANSFORMERS_OFFLINE=1
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export PDSH_RCMD_TYPE=ssh
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# NCCL setting
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export GLOO_SOCKET_IFNAME=bond0
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export NCCL_SOCKET_IFNAME=bond0
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export NCCL_IB_HCA=mlx5_10:1,mlx5_11:1,mlx5_12:1,mlx5_13:1
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export NCCL_IB_GID_INDEX=3
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export NCCL_IB_TC=162
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export NCCL_IB_TIMEOUT=22
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export NCCL_PXN_DISABLE=0
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export NCCL_IB_QPS_PER_CONNECTION=4
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export NCCL_ALGO=Ring
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export OMP_NUM_THREADS=1
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export MKL_NUM_THREADS=1
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# export NCCL_ALGO=Tree
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accelerate launch \
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--config_file scripts/accelerate_configs/deepspeed_zero2_config.yaml \
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opensora/train/train_t2v_diffusers.py \
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--model OpenSoraT2V-ROPE-L/122 \
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--text_encoder_name google/mt5-xxl \
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--cache_dir "./cache_dir" \
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--dataset t2v \
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--data "scripts/train_data/merge_data.txt" \
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--ae CausalVAEModel_D4_4x8x8 \
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--ae_path "/storage/dataset/test140k" \
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--sample_rate 1 \
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--num_frames 29 \
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--max_height 480 \
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--max_width 640 \
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--interpolation_scale_t 1.0 \
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--interpolation_scale_h 1.0 \
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--interpolation_scale_w 1.0 \
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--attention_mode xformers \
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--gradient_checkpointing \
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--train_batch_size=1 \
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--dataloader_num_workers 10 \
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--gradient_accumulation_steps=1 \
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--max_train_steps=1000000 \
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--learning_rate=1e-4 \
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--lr_scheduler="constant" \
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--lr_warmup_steps=0 \
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--mixed_precision="bf16" \
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--report_to="wandb" \
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--checkpointing_steps=250 \
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--allow_tf32 \
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--text_max_length 512 \
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--use_image_num 0 \
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--tile_sample_stride_height 0.125 \
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--snr_gamma 5.0 \
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--use_ema \
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--ema_start_step 0 \
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--cfg 0.1 \
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--noise_offset 0.02 \
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--use_rope \
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--resume_from_checkpoint="latest" \
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--ema_decay 0.999 \
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--enable_tiling \
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--speed_factor 1.0 \
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--group_frame \
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--sp_size 8 \
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--train_sp_batch_size 2 \
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--output_dir="bs16x8x1_29x480p_lr1e-4_snr5_ema999_opensora122_rope_mt5xxl_speed1.0" |