{
    "config": {
        "name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "image-classification",
            "library": "transformers",
            "model_type": "vit",
            "model": "google/vit-base-patch16-224",
            "processor": "google/vit-base-patch16-224",
            "device": "cuda",
            "device_ids": "6",
            "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": 1071.992832,
                "max_global_vram": 68702.69952,
                "max_process_vram": 46683.734016,
                "max_reserved": 400.556032,
                "max_allocated": 346.271744
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.39650390625,
                "mean": 8.39650390625,
                "stdev": 0.0,
                "p50": 8.39650390625,
                "p90": 8.39650390625,
                "p95": 8.39650390625,
                "p99": 8.39650390625,
                "values": [
                    8.39650390625
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1243.93472,
                "max_global_vram": 68702.69952,
                "max_process_vram": 183186.755584,
                "max_reserved": 406.847488,
                "max_allocated": 355.303424
            },
            "latency": {
                "unit": "s",
                "count": 160,
                "total": 0.995445397377014,
                "mean": 0.0062215337336063384,
                "stdev": 0.000456799279503595,
                "p50": 0.006153687477111817,
                "p90": 0.0062033679008483885,
                "p95": 0.006309408044815062,
                "p99": 0.007674444518089288,
                "values": [
                    0.006554567813873291,
                    0.006126088142395019,
                    0.011216334342956543,
                    0.006950088024139404,
                    0.006150887012481689,
                    0.006138408184051513,
                    0.00614160680770874,
                    0.0061848068237304685,
                    0.006188007831573486,
                    0.006156328201293945,
                    0.006231367111206055,
                    0.006134568214416504,
                    0.006122568130493164,
                    0.006139206886291504,
                    0.006131688117980957,
                    0.006096807956695557,
                    0.006105126857757569,
                    0.006082888126373291,
                    0.006099846839904785,
                    0.006132647037506104,
                    0.00608784818649292,
                    0.006148966789245605,
                    0.006138887882232666,
                    0.006104648113250732,
                    0.006110406875610351,
                    0.006118408203125,
                    0.00614080810546875,
                    0.0061163268089294434,
                    0.006138247966766357,
                    0.006141448020935058,
                    0.006926887989044189,
                    0.008716811180114746,
                    0.006113128185272217,
                    0.0060870471000671385,
                    0.00614304780960083,
                    0.006109288215637207,
                    0.006120007038116455,
                    0.006142248153686523,
                    0.0061352081298828125,
                    0.006122726917266846,
                    0.006092967033386231,
                    0.00613808822631836,
                    0.006129127025604248,
                    0.006122568130493164,
                    0.006121287822723389,
                    0.006160646915435791,
                    0.006182248115539551,
                    0.006515528202056885,
                    0.0062777681350708004,
                    0.006202407836914062,
                    0.006168168067932129,
                    0.006188967227935791,
                    0.00618560791015625,
                    0.006170087814331054,
                    0.006160646915435791,
                    0.006169928073883057,
                    0.006185448169708252,
                    0.006127847194671631,
                    0.006215047836303711,
                    0.006144008159637451,
                    0.006183688163757324,
                    0.006162086963653565,
                    0.006143847942352295,
                    0.006172647953033447,
                    0.00620000696182251,
                    0.00617136812210083,
                    0.00620960807800293,
                    0.006161927223205566,
                    0.0061961669921875,
                    0.006180808067321777,
                    0.006182087898254395,
                    0.006207686901092529,
                    0.006180168151855469,
                    0.0061540880203247075,
                    0.006151047229766846,
                    0.0061828880310058594,
                    0.006577767848968506,
                    0.006237927913665771,
                    0.006202888011932373,
                    0.006183207988739014,
                    0.0061769671440124515,
                    0.006187528133392334,
                    0.006158247947692871,
                    0.006222086906433106,
                    0.006179526805877685,
                    0.006180647850036621,
                    0.006195847988128662,
                    0.006126087188720703,
                    0.0061846480369567875,
                    0.00614896821975708,
                    0.006166566848754882,
                    0.006139207839965821,
                    0.006143847942352295,
                    0.006152647018432617,
                    0.006149447917938232,
                    0.006172167778015137,
                    0.006152966976165772,
                    0.006158247947692871,
                    0.0061974477767944335,
                    0.0061657681465148925,
                    0.006182086944580078,
                    0.006156167984008789,
                    0.006108168125152588,
                    0.006149607181549072,
                    0.006115528106689453,
                    0.00614848804473877,
                    0.006157927036285401,
                    0.0061633682250976565,
                    0.006200007915496826,
                    0.006160967826843262,
                    0.006148326873779297,
                    0.006150887966156006,
                    0.00617952823638916,
                    0.00616176700592041,
                    0.006172967910766602,
                    0.006152488231658935,
                    0.00616176700592041,
                    0.006148808002471924,
                    0.00615504789352417,
                    0.006157126903533936,
                    0.006153927803039551,
                    0.0061590480804443355,
                    0.006144166946411133,
                    0.006137127876281738,
                    0.006136328220367432,
                    0.006153447151184082,
                    0.006161287784576416,
                    0.00614080810546875,
                    0.00616944694519043,
                    0.006139368057250977,
                    0.006161128044128418,
                    0.006137287139892578,
                    0.006169767856597901,
                    0.00615552806854248,
                    0.006175848007202148,
                    0.006164166927337646,
                    0.006139207839965821,
                    0.00612224817276001,
                    0.0061323270797729494,
                    0.006131368160247803,
                    0.006143846988677979,
                    0.006138566970825195,
                    0.006106728076934814,
                    0.006144967079162598,
                    0.00612064790725708,
                    0.006141128063201905,
                    0.0061468868255615235,
                    0.006141128063201905,
                    0.0063846478462219235,
                    0.006305448055267334,
                    0.006152008056640625,
                    0.006185447216033936,
                    0.006142087936401367,
                    0.006147367000579834,
                    0.006136487007141114,
                    0.006116007804870606,
                    0.006156167984008789,
                    0.006183846950531006,
                    0.006145287990570068,
                    0.006186408042907715
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 160.7320707108576
            },
            "energy": null,
            "efficiency": null
        }
    }
}