{
  "bf16": {
    "enabled": "auto"
  },
  "fp16": {
    "enabled": "auto"
  },
  "amp": {
    "enabled": "auto",
    "opt_level": "auto"
  },
  "train_micro_batch_size_per_gpu": "auto",
  "train_batch_size": "auto",
  "gradient_accumulation_steps": "auto",
  "gradient_clipping": "auto",
  "zero_optimization": {
    "stage": 2,
    "offload_optimizer": {
      "device": "cpu",
      "pin_memory": true
    },
    "offload_param": {
      "device": "cpu",
      "pin_memory": true
    },
    "allgather_partitions": true,
    "allgather_bucket_size": 5e8,
    "overlap_comm": false,
    "reduce_scatter": true,
    "reduce_bucket_size": "auto",
    "contiguous_gradients": true,
    "round_robin_gradients": true
  }
}