{
    "config": {
        "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+rocm5.7",
            "_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": "4",
            "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": 1,
                "num_choices": 2,
                "sequence_length": 2
            },
            "new_tokens": null,
            "memory": true,
            "latency": 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": "warn",
            "numactl": false,
            "numactl_kwargs": {},
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7763 64-Core Processor",
            "cpu_count": 128,
            "cpu_ram_mb": 1082015.256576,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]"
            ],
            "gpu_count": 8,
            "gpu_vram_mb": 549621596160,
            "optimum_benchmark_version": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.34.2",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": "0.12.0",
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1092.132864,
                "max_global_vram": 68702.69952,
                "max_process_vram": 51272.687616,
                "max_reserved": 773.849088,
                "max_allocated": 736.603648
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 9.118517578125,
                "mean": 9.118517578125,
                "stdev": 0.0,
                "p50": 9.118517578125,
                "p90": 9.118517578125,
                "p95": 9.118517578125,
                "p99": 9.118517578125,
                "values": [
                    9.118517578125
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1225.986048,
                "max_global_vram": 68702.69952,
                "max_process_vram": 327633.641472,
                "max_reserved": 773.849088,
                "max_allocated": 745.086976
            },
            "latency": {
                "unit": "s",
                "count": 75,
                "total": 1.0054295091629026,
                "mean": 0.013405726788838704,
                "stdev": 0.0006794518967465523,
                "p50": 0.01323964500427246,
                "p90": 0.014273305892944338,
                "p95": 0.014428793811798095,
                "p99": 0.015296782112121592,
                "values": [
                    0.014338521957397462,
                    0.014175481796264648,
                    0.014760601043701171,
                    0.014040443420410156,
                    0.014059642791748046,
                    0.013713884353637695,
                    0.013849562644958496,
                    0.013332284927368165,
                    0.013490524291992188,
                    0.013306685447692871,
                    0.013758844375610351,
                    0.013189724922180176,
                    0.013135004997253417,
                    0.016822835922241212,
                    0.013587324142456055,
                    0.012766366004943847,
                    0.013120765686035157,
                    0.012793886184692382,
                    0.012727166175842285,
                    0.012846686363220216,
                    0.01299660587310791,
                    0.012759325981140136,
                    0.012747647285461426,
                    0.012772445678710937,
                    0.012973405838012696,
                    0.012797245979309082,
                    0.013786523818969727,
                    0.013127165794372559,
                    0.013034845352172851,
                    0.013042205810546876,
                    0.012751325607299805,
                    0.012818845748901367,
                    0.01278316593170166,
                    0.012830046653747559,
                    0.013055166244506837,
                    0.012775006294250489,
                    0.012777566909790039,
                    0.012733407020568847,
                    0.013576603889465333,
                    0.01323964500427246,
                    0.012735965728759766,
                    0.012753406524658202,
                    0.01353420352935791,
                    0.01350076389312744,
                    0.013633403778076172,
                    0.013569564819335937,
                    0.013706204414367675,
                    0.013519804954528808,
                    0.013528603553771973,
                    0.013665404319763184,
                    0.013764603614807129,
                    0.01307308578491211,
                    0.012804125785827637,
                    0.012769725799560547,
                    0.013070046424865723,
                    0.012775165557861328,
                    0.012791646003723145,
                    0.012954846382141113,
                    0.013202364921569825,
                    0.012807167053222657,
                    0.012809567451477051,
                    0.012792606353759766,
                    0.013795483589172363,
                    0.014418521881103515,
                    0.014376282691955566,
                    0.014452761650085449,
                    0.013586844444274902,
                    0.013836764335632324,
                    0.013866362571716308,
                    0.013724444389343261,
                    0.013974681854248047,
                    0.014355161666870116,
                    0.014698841094970704,
                    0.01365964412689209,
                    0.013727004051208497
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 74.5949858408704
            },
            "energy": null,
            "efficiency": null
        }
    }
}