{   "train_batch_size": 1,
    "train_micro_batch_size_per_gpu": 1,
    "optimizer": {
        "type": "Adam",
        "params": {
          "lr": 0.01,
          "weight_decay": 5e-4
        }
    },
    "zero_optimization": {
        "stage": 3,
        "offload_optimizer": {
            "device": "cpu",
            "pin_memory": true
        },
        "allgather_partitions": true,
        "allgather_bucket_size": 2e8,
        "overlap_comm": true,
        "reduce_scatter": true,
        "reduce_bucket_size": 2e8,
        "contiguous_gradients": true
    },
    "gradient_accumulation_steps": 1,
    "steps_per_print": 1e5
}