|
{ |
|
|
|
|
|
"pipe-parallel-size": 1, |
|
"model-parallel-size": 1, |
|
|
|
|
|
"scaled-upper-triang-masked-softmax-fusion": false, |
|
"bias-gelu-fusion": false, |
|
|
|
"fp16": { |
|
"enabled": "auto", |
|
"auto_cast": false, |
|
"loss_scale": 0, |
|
"initial_scale_power": 32, |
|
"loss_scale_window": 1000, |
|
"hysteresis": 2, |
|
"min_loss_scale": 1 |
|
}, |
|
|
|
"tensorboard": { |
|
"enabled": true, |
|
"output_path": "output/ds_logs/", |
|
"job_name": "train_bert" |
|
}, |
|
|
|
"optimizer": { |
|
"type": "AdamW", |
|
"params": { |
|
"lr": "auto", |
|
"betas": "auto", |
|
"eps": "auto", |
|
"weight_decay": "auto" |
|
} |
|
}, |
|
|
|
"scheduler": { |
|
"type": "WarmupLR", |
|
"params": { |
|
"warmup_min_lr": "auto", |
|
"warmup_max_lr": "auto", |
|
"warmup_num_steps": "auto" |
|
} |
|
}, |
|
|
|
"zero_optimization": { |
|
"stage": 2, |
|
"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": "auto", |
|
"gradient_clipping": "auto", |
|
"steps_per_print": 2000, |
|
"train_batch_size": "auto", |
|
"train_micro_batch_size_per_gpu": "auto", |
|
"wall_clock_breakdown": false |
|
} |