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- {
- "fp16": {
- "enabled": "auto",
- "loss_scale": 0,
- "loss_scale_window": 1000,
- "initial_scale_power": 16,
- "hysteresis": 2,
- "min_loss_scale": 1
- },
- "bf16": {
- "enabled": "auto"
- },
- "optimizer": {
- "type": "AdamW",
- "params": {
- "lr": "auto",
- "betas": "auto",
- "eps": "auto",
- "weight_decay": "auto"
- }
- },
- "scheduler": {
- "type": "WarmupDecayLR",
- "params": {
- "warmup_min_lr": "auto",
- "warmup_max_lr": "auto",
- "warmup_num_steps": "auto",
- "total_num_steps": "auto"
- }
- },
- "zero_optimization": {
- "stage": 2,
- "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
- }
|