{
    "config": {
        "name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+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": "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": 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": "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": "0.3.1",
            "optimum_benchmark_commit": "86906b8c1093b2f4cd2981b46a0b533238abf100",
            "transformers_version": "4.42.4",
            "transformers_commit": null,
            "accelerate_version": "0.32.1",
            "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": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 898.801664,
                "max_global_vram": 689.364992,
                "max_process_vram": 48905.240576,
                "max_reserved": 400.556032,
                "max_allocated": 346.271744
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.0183359375,
                "mean": 8.0183359375,
                "stdev": 0.0,
                "p50": 8.0183359375,
                "p90": 8.0183359375,
                "p95": 8.0183359375,
                "p99": 8.0183359375,
                "values": [
                    8.0183359375
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1069.03552,
                "max_global_vram": 777.068544,
                "max_process_vram": 196158.070784,
                "max_reserved": 406.847488,
                "max_allocated": 355.303424
            },
            "latency": {
                "unit": "s",
                "count": 146,
                "total": 0.9969930992126466,
                "mean": 0.006828719857620867,
                "stdev": 0.00011787233350557916,
                "p50": 0.006810151576995849,
                "p90": 0.006906391859054565,
                "p95": 0.006945592164993286,
                "p99": 0.007019711470603943,
                "values": [
                    0.006981912136077881,
                    0.006840312957763672,
                    0.006874711990356446,
                    0.006885752201080322,
                    0.006903831958770752,
                    0.00688975191116333,
                    0.006882071971893311,
                    0.006939832210540771,
                    0.006879032135009766,
                    0.006822391986846924,
                    0.006825431823730469,
                    0.00683391284942627,
                    0.0068375921249389645,
                    0.006790232181549072,
                    0.0068284721374511715,
                    0.006815991878509522,
                    0.006782233238220215,
                    0.006754552841186524,
                    0.006773752212524414,
                    0.0067879920005798336,
                    0.006751512050628662,
                    0.006769913196563721,
                    0.0067695918083190915,
                    0.006752791881561279,
                    0.006805272102355957,
                    0.006793272018432617,
                    0.0067785530090332035,
                    0.006770071983337403,
                    0.006751031875610352,
                    0.006841911792755127,
                    0.006782712936401367,
                    0.006849913120269775,
                    0.006840472221374512,
                    0.0067548718452453615,
                    0.006744952201843262,
                    0.0067670331001281735,
                    0.006736952781677246,
                    0.006783351898193359,
                    0.006796311855316162,
                    0.006779831886291504,
                    0.00671599292755127,
                    0.006794392108917236,
                    0.006779032230377197,
                    0.006776472091674804,
                    0.0067919921875,
                    0.006769913196563721,
                    0.006718711853027344,
                    0.006763031959533691,
                    0.006746551990509033,
                    0.0067198328971862795,
                    0.006719831943511963,
                    0.0068068718910217286,
                    0.006759992122650146,
                    0.006784953117370605,
                    0.0067407917976379395,
                    0.006745912075042724,
                    0.006771992206573487,
                    0.006751832962036133,
                    0.00677231216430664,
                    0.006795032024383545,
                    0.00681823205947876,
                    0.006833591938018799,
                    0.006827032089233399,
                    0.006831832885742187,
                    0.006798711776733399,
                    0.006779352188110352,
                    0.006831831932067871,
                    0.006808311939239502,
                    0.006806393146514892,
                    0.006771671772003174,
                    0.006777272224426269,
                    0.006729911804199218,
                    0.006777592182159424,
                    0.0067999930381774905,
                    0.006763031959533691,
                    0.006842072010040283,
                    0.00804719066619873,
                    0.0068471918106079105,
                    0.006823832035064697,
                    0.006784471988677978,
                    0.0068228721618652345,
                    0.00680815315246582,
                    0.0067929520606994625,
                    0.006809912204742432,
                    0.0067947120666503906,
                    0.006800312042236328,
                    0.006825273036956787,
                    0.006906871795654297,
                    0.006957111835479736,
                    0.006831672191619873,
                    0.006815832138061523,
                    0.0068852720260620115,
                    0.0068668718338012694,
                    0.006787831783294678,
                    0.006892151832580566,
                    0.0069283127784729006,
                    0.00692335319519043,
                    0.007033751010894775,
                    0.006992472171783447,
                    0.006927351951599121,
                    0.0069191927909851075,
                    0.006860311985015869,
                    0.006905911922454834,
                    0.006947512149810791,
                    0.006813111782073974,
                    0.006824952125549316,
                    0.0068638319969177245,
                    0.006833752155303955,
                    0.006810552120208741,
                    0.006775352954864502,
                    0.006805592060089112,
                    0.006862711906433105,
                    0.00679423189163208,
                    0.006784791946411133,
                    0.0067985520362854,
                    0.006762392997741699,
                    0.006812471866607666,
                    0.006824952125549316,
                    0.007000951766967773,
                    0.007002552032470703,
                    0.006899032115936279,
                    0.006814712047576904,
                    0.006773591995239258,
                    0.006818393230438233,
                    0.006793911933898926,
                    0.00679151201248169,
                    0.006797912120819091,
                    0.006937592029571533,
                    0.006839672088623047,
                    0.006840792179107666,
                    0.0068361530303955075,
                    0.006845751762390137,
                    0.0068454318046569824,
                    0.0068155121803283696,
                    0.006869592189788818,
                    0.006820151805877686,
                    0.006840632915496826,
                    0.006788153171539307,
                    0.006853591918945312,
                    0.006810390949249267,
                    0.006815671920776367,
                    0.006779831886291504,
                    0.0068335928916931155,
                    0.006808311939239502,
                    0.006803351879119873,
                    0.0068380718231201175
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 146.44033154823268
            },
            "energy": null,
            "efficiency": null
        }
    }
}