{ "autotuning": { "enabled": false, "results_dir": "./config/autotune/results", "exps_dir": "./config/autotune/exps", "overwrite": false, "metric": "throughput", "start_profile_step": 10, "end_profile_step": 20, "fast": false, "max_train_batch_size": 32, "mp_size": 1, "num_tuning_micro_batch_sizes": 3, "tuner_type": "model_based", "tuner_early_stopping": 5, "tuner_num_trials": 50, "arg_mappings": { "train_micro_batch_size_per_gpu": "--per_device_train_batch_size", "gradient_accumulation_steps ": "--gradient_accumulation_steps" } }, "zero_optimization": { "stage": 0, "offload_param": { "device": "nvme", "nvme_path": "/tmp/zero/", "pin_memory": false, "buffer_count": 5, "buffer_size": 1e9, "max_in_cpu": 1e9 }, "overlap_comm": true, "reduce_bucket_size": "auto", "contiguous_gradients": true, "sub_group_size": 1e8, "stage3_prefetch_bucket_size": "auto", "stage3_param_persistence_threshold": "auto", "stage3_max_live_parameters": "auto", "stage3_max_reuse_distance": "auto" } }