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hao-ai-lab-FastVideo/scripts/accelerate_configs/zero2.json
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2024-11-01 20:41:05 +04:00

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{
"fp16": {
"enabled": false,
"loss_scale": 0,
"loss_scale_window": 1000,
"initial_scale_power": 16,
"hysteresis": 2,
"min_loss_scale": 1
},
"bf16": {
"enabled": "auto"
},
"optimizer": {
"type": "AdamW",
"params": {
"lr": "auto",
"betas": [0.9, 0.999],
"eps": 1e-8,
"weight_decay": "auto"
}
},
"scheduler": {
"type": "WarmupCosineLR",
"params": {
"warmup_min_ratio": 0.0,
"cos_min_ratio": 0.1,
"warmup_type": "linear",
"warmup_num_steps": "auto",
"total_num_steps": "auto"
}
},
"communication_data_type": "fp32",
"gradient_clipping": 1.0,
"train_micro_batch_size_per_gpu": "auto",
"train_batch_size": "auto",
"gradient_accumulation_steps": "auto",
"zero_optimization": {
"stage": 2,
"overlap_comm": true,
"contiguous_gradients": true,
"sub_group_size": 1e9,
"reduce_bucket_size": 5e8
}
}