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| {
| "train_micro_batch_size_per_gpu": 1,
| "gradient_accumulation_steps": 1,
| "steps_per_print": 100,
| "gradient_clipping": 5,
| "fp16": {
| "enabled": false,
| "auto_cast": false,
| "loss_scale": 0,
| "initial_scale_power": 16,
| "loss_scale_window": 1000,
| "hysteresis": 2,
| "consecutive_hysteresis": false,
| "min_loss_scale": 1
| },
| "bf16": {
| "enabled": true
| },
| "zero_force_ds_cpu_optimizer": false,
| "zero_optimization": {
| "stage": 3,
| "offload_optimizer": {
| "device": "none",
| "pin_memory": true
| },
| "offload_param": {
| "device": "none",
| "pin_memory": true
| },
| "allgather_partitions": true,
| "allgather_bucket_size": 5e8,
| "overlap_comm": true,
| "reduce_scatter": true,
| "reduce_bucket_size": 5e8,
| "contiguous_gradients" : true,
| "stage3_max_live_parameters": 1e9,
| "stage3_max_reuse_distance": 1e9,
| "stage3_prefetch_bucket_size": 5e8,
| "stage3_param_persistence_threshold": 1e5
| }
| }
|
|
