add ds_config.json
Browse files- ds_config.json +53 -0
ds_config.json
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{
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"fp16": {
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"enabled": "auto",
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"loss_scale": 0,
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"loss_scale_window": 1000,
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"initial_scale_power": 16,
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"hysteresis": 2,
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"min_loss_scale": 1
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},
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"bf16": {
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"enabled": "auto"
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},
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"optimizer": {
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"type": "AdamW",
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"params": {
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"lr": "auto",
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"betas": "auto",
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"eps": "auto",
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"weight_decay": "auto"
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}
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},
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"scheduler": {
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"type": "WarmupDecayLR",
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"params": {
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"total_num_steps": "auto",
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"warmup_min_lr": "auto",
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"warmup_max_lr": "auto",
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"warmup_num_steps": "auto"
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}
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},
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"zero_optimization": {
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"stage": 2,
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"offload_optimizer": {
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"device": "cpu",
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"pin_memory": true
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},
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"allgather_partitions": true,
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"allgather_bucket_size": 5e8,
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"overlap_comm": true,
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"reduce_scatter": true,
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"reduce_bucket_size": 5e8,
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"contiguous_gradients": true
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},
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"gradient_accumulation_steps": "auto",
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"gradient_clipping": "auto",
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"train_batch_size": "auto",
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"train_micro_batch_size_per_gpu": "auto"
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}
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