{
    "config": {
        "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.0+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "token-classification",
            "model": "microsoft/deberta-v3-base",
            "library": "transformers",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "hub_kwargs": {
                "revision": "main",
                "force_download": false,
                "local_files_only": false,
                "trust_remote_code": false
            },
            "no_weights": true,
            "device_map": null,
            "torch_dtype": null,
            "eval_mode": true,
            "to_bettertransformer": false,
            "low_cpu_mem_usage": null,
            "attn_implementation": null,
            "cache_implementation": null,
            "autocast_enabled": false,
            "autocast_dtype": null,
            "torch_compile": false,
            "torch_compile_target": "forward",
            "torch_compile_config": {},
            "quantization_scheme": null,
            "quantization_config": {},
            "deepspeed_inference": false,
            "deepspeed_inference_config": {},
            "peft_type": null,
            "peft_config": {}
        },
        "scenario": {
            "name": "inference",
            "_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
            "iterations": 1,
            "duration": 1,
            "warmup_runs": 1,
            "input_shapes": {
                "batch_size": 1,
                "num_choices": 2,
                "sequence_length": 2
            },
            "new_tokens": null,
            "latency": true,
            "memory": true,
            "energy": true,
            "forward_kwargs": {},
            "generate_kwargs": {
                "max_new_tokens": 2,
                "min_new_tokens": 2
            },
            "call_kwargs": {
                "num_inference_steps": 2
            }
        },
        "launcher": {
            "name": "process",
            "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
            "device_isolation": true,
            "device_isolation_action": "error",
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.29792,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "NVIDIA A10G"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 24146608128,
            "optimum_benchmark_version": "0.2.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.40.2",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "0.9.16",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 975.118336,
                "max_global_vram": 1434.976256,
                "max_process_vram": 0.0,
                "max_reserved": 794.820608,
                "max_allocated": 753.607168
            },
            "latency": {
                "unit": "s",
                "count": 71,
                "total": 0.9987029781341552,
                "mean": 0.014066239128650074,
                "stdev": 0.00043416708567492734,
                "p50": 0.01406873607635498,
                "p90": 0.014366720199584961,
                "p95": 0.015098880290985106,
                "p99": 0.015519538974761963,
                "values": [
                    0.014836735725402832,
                    0.01559552001953125,
                    0.015284223556518555,
                    0.014993408203125,
                    0.013825023651123047,
                    0.013669376373291015,
                    0.013617152214050294,
                    0.013675519943237305,
                    0.013592576026916504,
                    0.013620223999023438,
                    0.013559807777404785,
                    0.013584383964538574,
                    0.013623295783996582,
                    0.01347481632232666,
                    0.01347481632232666,
                    0.01346457576751709,
                    0.013469696044921875,
                    0.0135731201171875,
                    0.013609984397888183,
                    0.013609984397888183,
                    0.013613056182861329,
                    0.013643775939941406,
                    0.01406771183013916,
                    0.014104576110839843,
                    0.014062591552734375,
                    0.014073856353759765,
                    0.014053376197814941,
                    0.013615103721618652,
                    0.014120960235595703,
                    0.014071807861328126,
                    0.014063615798950196,
                    0.014047231674194336,
                    0.014060544013977052,
                    0.014063615798950196,
                    0.014045184135437011,
                    0.01548697566986084,
                    0.015204352378845215,
                    0.014366720199584961,
                    0.014131199836730958,
                    0.014138367652893067,
                    0.014164992332458496,
                    0.014070783615112305,
                    0.014120960235595703,
                    0.014060544013977052,
                    0.014064640045166015,
                    0.014106623649597168,
                    0.014082048416137695,
                    0.01409331226348877,
                    0.014247936248779297,
                    0.01417728042602539,
                    0.014087167739868164,
                    0.014135295867919923,
                    0.014106623649597168,
                    0.014108672142028808,
                    0.014096384048461913,
                    0.014058496475219727,
                    0.014575615882873535,
                    0.014111743927001954,
                    0.01405951976776123,
                    0.014119935989379882,
                    0.01406873607635498,
                    0.014033920288085937,
                    0.014130175590515137,
                    0.0140697603225708,
                    0.014119872093200684,
                    0.014065664291381836,
                    0.014052351951599122,
                    0.014108672142028808,
                    0.014097408294677734,
                    0.014042048454284669,
                    0.01407692813873291
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 71.09220814845973
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.647783535314195e-07,
                "ram": 9.005688865120949e-08,
                "gpu": 3.438351516111135e-07,
                "total": 5.986703937937426e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 1670368.219919901
            }
        }
    }
}