| { | |
| "bf16": { | |
| "enabled": true | |
| }, | |
| "zero_optimization": { | |
| "stage": 3, | |
| "offload_optimizer": { | |
| "device": "none", | |
| "pin_memory": true | |
| }, | |
| "offload_param": { | |
| "device": "none", | |
| "pin_memory": true | |
| }, | |
| "overlap_comm": true, | |
| "contiguous_gradients": true, | |
| "sub_group_size": 1e9, | |
| "stage3_max_live_parameters": 1e9, | |
| "stage3_max_reuse_distance": 1e9, | |
| "stage3_gather_16bit_weights_on_model_save": true | |
| }, | |
| "gradient_accumulation_steps": 8, | |
| "train_micro_batch_size_per_gpu": 2, | |
| "train_batch_size": 128, | |
| "gradient_clipping": "auto", | |
| "steps_per_print": 10, | |
| "wall_clock_breakdown": false | |
| } | |