{
    "config": {
        "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base",
        "backend": {
            "name": "pytorch",
            "version": "2.5.1+cu124",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "token-classification",
            "library": "transformers",
            "model_type": "deberta-v2",
            "model": "microsoft/deberta-v3-base",
            "processor": "microsoft/deberta-v3-base",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "model_kwargs": {},
            "processor_kwargs": {},
            "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": 2,
                "sequence_length": 16,
                "num_choices": 2
            },
            "new_tokens": null,
            "memory": true,
            "latency": 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",
            "numactl": false,
            "numactl_kwargs": {},
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.248768,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.227-219.884.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": "0.5.0.dev0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.46.3",
            "transformers_commit": null,
            "accelerate_version": "1.1.1",
            "accelerate_commit": null,
            "diffusers_version": "0.31.0",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.11",
            "timm_commit": null,
            "peft_version": "0.13.2",
            "peft_commit": null
        },
        "print_report": true,
        "log_report": true
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 813.101056,
                "max_global_vram": 1410.859008,
                "max_process_vram": 0.0,
                "max_reserved": 773.849088,
                "max_allocated": 736.603648
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.07923302459716797
                ],
                "count": 1,
                "total": 0.07923302459716797,
                "mean": 0.07923302459716797,
                "p50": 0.07923302459716797,
                "p90": 0.07923302459716797,
                "p95": 0.07923302459716797,
                "p99": 0.07923302459716797,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1199.26784,
                "max_global_vram": 1444.41344,
                "max_process_vram": 0.0,
                "max_reserved": 796.91776,
                "max_allocated": 757.115392
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.015355903625488282,
                    0.015121408462524414,
                    0.015021056175231933,
                    0.015025152206420898,
                    0.014873600006103516,
                    0.015049728393554687,
                    0.014977024078369141,
                    0.014952447891235352,
                    0.015062015533447265,
                    0.015295488357543945,
                    0.01517568016052246,
                    0.014916607856750488,
                    0.01508556842803955,
                    0.015328255653381348,
                    0.016122880935668944,
                    0.015940608024597167,
                    0.015882240295410157,
                    0.015773695945739748,
                    0.01605331230163574,
                    0.015630175590515136,
                    0.015790080070495604,
                    0.015773695945739748,
                    0.015741888046264647,
                    0.01629484748840332,
                    0.016885759353637696,
                    0.018379776000976563,
                    0.015844351768493654,
                    0.015847423553466796,
                    0.015177727699279785,
                    0.014866432189941407,
                    0.0149749755859375,
                    0.014780575752258301,
                    0.014697471618652343,
                    0.01569587230682373,
                    0.015685728073120117,
                    0.015820799827575685,
                    0.015503359794616698,
                    0.015253503799438477,
                    0.015259648323059082,
                    0.015335424423217774,
                    0.015279104232788086,
                    0.015242239952087403,
                    0.015327232360839844,
                    0.015280287742614746,
                    0.015161343574523926,
                    0.015681535720825195,
                    0.015540224075317383,
                    0.01620684814453125,
                    0.01539891242980957,
                    0.015323136329650879,
                    0.015383551597595215,
                    0.015287296295166015,
                    0.015169535636901856,
                    0.015558655738830567,
                    0.015175807952880859,
                    0.015236096382141113,
                    0.015454208374023438,
                    0.015213567733764649,
                    0.015146944046020508,
                    0.015185888290405274,
                    0.015279104232788086,
                    0.015271936416625977,
                    0.015237119674682617,
                    0.015285247802734376,
                    0.015264767646789551
                ],
                "count": 65,
                "total": 1.0038427839279171,
                "mean": 0.015443735137352579,
                "p50": 0.015285247802734376,
                "p90": 0.015917260932922363,
                "p95": 0.01619005470275879,
                "p99": 0.017423605346679687,
                "stdev": 0.0005401292695844468,
                "stdev_": 3.497400497876174
            },
            "throughput": {
                "unit": "samples/s",
                "value": 129.50235044906677
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.765587416666708e-07,
                "ram": 9.631223398534045e-08,
                "gpu": 4.082560455588187e-07,
                "total": 6.8112702121083e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 2936309.877186531
            }
        }
    }
}