{
    "config": {
        "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "token-classification",
            "library": "transformers",
            "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": {},
            "hub_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": 1,
                "num_choices": 2,
                "sequence_length": 2
            },
            "new_tokens": null,
            "latency": true,
            "memory": true,
            "energy": false,
            "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 7763 64-Core Processor",
            "cpu_count": 128,
            "cpu_ram_mb": 1082015.236096,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "Advanced Micro Devices, Inc. [AMD/ATI]"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 68702699520,
            "optimum_benchmark_version": "0.3.0",
            "optimum_benchmark_commit": "19eeac52e408e408898ac1fac3d9abefced0131b",
            "transformers_version": "4.42.3",
            "transformers_commit": null,
            "accelerate_version": "0.31.0",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.7",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1028.4032,
                "max_global_vram": 1122.852864,
                "max_process_vram": 229403.394048,
                "max_reserved": 773.849088,
                "max_allocated": 745.087488
            },
            "latency": {
                "unit": "s",
                "count": 80,
                "total": 1.0011890211105348,
                "mean": 0.012514862763881685,
                "stdev": 0.0006429843948469642,
                "p50": 0.012178761959075928,
                "p90": 0.013254919147491455,
                "p95": 0.013309694814682006,
                "p99": 0.014329231863021836,
                "values": [
                    0.012785240173339844,
                    0.013306038856506348,
                    0.013267159461975098,
                    0.013379158020019532,
                    0.013194997787475586,
                    0.013096439361572265,
                    0.01311371898651123,
                    0.013078518867492676,
                    0.01315003776550293,
                    0.013253559112548828,
                    0.01318443775177002,
                    0.013267958641052246,
                    0.013268918991088867,
                    0.0132017183303833,
                    0.016255308151245117,
                    0.012678680419921875,
                    0.01222012233734131,
                    0.012156441688537597,
                    0.012147162437438965,
                    0.012160282135009765,
                    0.01214588165283203,
                    0.012199321746826171,
                    0.012087641716003418,
                    0.012099481582641602,
                    0.012152762413024902,
                    0.012147642135620118,
                    0.012128602027893067,
                    0.01218876075744629,
                    0.012124602317810058,
                    0.012195322036743164,
                    0.012121882438659668,
                    0.012302680969238282,
                    0.012087962150573731,
                    0.012196601867675782,
                    0.012106842041015625,
                    0.012087162017822266,
                    0.012161882400512695,
                    0.012108121871948242,
                    0.012102521896362305,
                    0.012193881034851074,
                    0.012126042366027831,
                    0.012114521980285644,
                    0.012175642013549804,
                    0.012138201713562011,
                    0.012116601943969726,
                    0.012187642097473144,
                    0.012132122039794921,
                    0.01208684253692627,
                    0.012225561141967774,
                    0.012076762199401856,
                    0.012105081558227539,
                    0.013238199234008789,
                    0.012900918960571288,
                    0.012979958534240723,
                    0.013027959823608399,
                    0.01381723690032959,
                    0.013689236640930176,
                    0.013015479087829589,
                    0.01295915985107422,
                    0.013038199424743652,
                    0.012882518768310546,
                    0.012609881401062012,
                    0.01219900131225586,
                    0.012149082183837891,
                    0.012119802474975586,
                    0.012108121871948242,
                    0.01211372184753418,
                    0.012101881980895996,
                    0.012181881904602052,
                    0.012090361595153809,
                    0.012109561920166016,
                    0.012098201751708984,
                    0.012190201759338378,
                    0.0121049222946167,
                    0.012116282463073731,
                    0.012109561920166016,
                    0.012130842208862305,
                    0.012136281967163086,
                    0.012258842468261718,
                    0.012121240615844726
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 79.90499127853272
            },
            "energy": null,
            "efficiency": null
        }
    }
}