soup/soup_cli/templates/fetch_examples/zero3-cpu-offload.json

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{
"zero_optimization": {
"stage": 3,
"offload_optimizer": {"device": "cpu", "pin_memory": true},
"offload_param": {"device": "cpu", "pin_memory": true},
"overlap_comm": true,
"contiguous_gradients": true,
"stage3_max_live_parameters": 1000000000,
"stage3_max_reuse_distance": 1000000000,
"stage3_gather_16bit_weights_on_model_save": true
},
"fp16": {"enabled": "auto"},
"bf16": {"enabled": "auto"},
"gradient_accumulation_steps": "auto",
"train_micro_batch_size_per_gpu": "auto",
"wall_clock_breakdown": false
}