SAC/configs/ds_stage2.json at main · Soul-AILab/SAC · GitHub

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{
    "train_micro_batch_size_per_gpu": 1,
    "gradient_accumulation_steps": 1,
    "steps_per_print": 2000000,
    "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": false
    },
    "zero_force_ds_cpu_optimizer": false,
    "zero_optimization": {
      "stage": 2,
      "offload_optimizer": {
        "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
    },
    "activation_checkpointing": {
      "partition_activations": false,
      "cpu_checkpointing": false,
      "contiguous_memory_optimization": false,
      "number_checkpoints": null,
      "synchronize_checkpoint_boundary": false,
      "profile": false
    },
    "flops_profiler": {
      "enabled": false,
      "profile_step": 100,
      "module_depth": -1,
      "top_modules": 1,
      "detailed": true,
      "output_file": null
    },
    "tensorboard": {
      "enabled": false,
      "output_path": "tensorboard/ds_logs/",
      "job_name": "deepspeed"
    },
    "logging": {
      "steps_per_print": 100000,
      "wall_clock_breakdown": false,
      "dump_state": false,
      "log_dir": "scripts/results/ds_log"
    }
  }