fastapi_django_main_live / cache /ds_z2_offload_config.json
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{
"train_batch_size": "auto",
"train_micro_batch_size_per_gpu": "auto",
"gradient_accumulation_steps": "auto",
"gradient_clipping": "auto",
"zero_allow_untested_optimizer": true,
"fp16": {
"enabled": "auto",
"loss_scale": 0,
"loss_scale_window": 1000,
"initial_scale_power": 16,
"hysteresis": 2,
"min_loss_scale": 1
},
"bf16": {
"enabled": "auto"
},
"zero_optimization": {
"stage": 2,
"allgather_partitions": true,
"allgather_bucket_size": 500000000.0,
"overlap_comm": true,
"reduce_scatter": true,
"reduce_bucket_size": 500000000.0,
"contiguous_gradients": true,
"round_robin_gradients": true,
"offload_optimizer": {
"device": "cpu",
"pin_memory": true
}
}
}