2023-11-09 09:46:45 -05:00
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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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2024-03-15 08:14:16 -04:00
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"type": "WarmupCosineLR",
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2023-11-09 09:46:45 -05:00
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"params": {
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2024-03-15 08:14:16 -04:00
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"total_num_steps": "auto",
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"warmup_num_steps": "auto",
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2024-03-16 07:27:06 -04:00
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"warmup_type": "linear"
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2023-11-09 09:46:45 -05:00
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}
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},
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"zero_optimization": {
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"stage": 3,
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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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"offload_param": {
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"device": "cpu",
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"pin_memory": true
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},
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"overlap_comm": true,
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"contiguous_gradients": true,
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"sub_group_size": 1e9,
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"reduce_bucket_size": "auto",
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"stage3_prefetch_bucket_size": "auto",
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"stage3_param_persistence_threshold": "auto",
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"stage3_max_live_parameters": 1e9,
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"stage3_max_reuse_distance": 1e9,
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"stage3_gather_16bit_weights_on_model_save": true
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},
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"gradient_accumulation_steps": "auto",
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"gradient_clipping": "auto",
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"steps_per_print": 20,
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"train_batch_size": "auto",
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"train_micro_batch_size_per_gpu": "auto",
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"wall_clock_breakdown": false
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2024-03-16 07:27:06 -04:00
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}
|
