BAdam/sample_ds_zero3.json at master · SyedaAnshrahGillani/BAdam · GitHub

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{
    "train_batch_size": 32,
    "train_micro_batch_size_per_gpu": 16,
    "steps_per_print": 2000,
    "fp16": {
        "enabled": false
    },
    "zero_optimization": {
        "stage": 3,
        "allgather_partitions": true,
        "allgather_bucket_size": 2e8,
        "overlap_comm": true,
        "reduce_scatter": true,
        "reduce_bucket_size": 2e8,
        "contiguous_gradients": true,
        "cpu_offload": false
    },
    "activation_checkpointing": {
        "partition_activations": true,
        "cpu_checkpointing": true,
        "number_checkpoints": 4,
        "synchronize_checkpoint_boundary": false,
        "contiguous_memory_optimization": false
    },
    "zero_allow_untested_optimizer": true,
    "gradient_accumulation_steps": 1,
    "wall_clock_breakdown": false,
    "local_rank": 0,
    "deepseed_config": {
        "zero_optimization_stage": 3
    }
}