| { | |
| "fp16": { | |
| "enabled": "auto", | |
| "loss_scale": 0, | |
| "loss_scale_window": 1000, | |
| "initial_scale_power": 16, | |
| "hysteresis": 2, | |
| "min_loss_scale": 1 | |
| }, | |
| "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" : 1e9, | |
| "stage3_max_reuse_distance" : 1e9, | |
| "stage3_prefetch_bucket_size" : 5e8, | |
| "stage3_param_persistence_threshold" : 1e6, | |
| "sub_group_size" : 1e12, | |
| "stage3_gather_16bit_weights_on_model_save": true | |
| }, | |
| "train_batch_size": "auto", | |
| "train_micro_batch_size_per_gpu": "auto", | |
| "gradient_accumulation_steps": "auto" | |
| } |