{
    "config": {
        "name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+rocm6.1",
            "_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": 1082015.256576,
            "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": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1387.27424,
                "max_global_vram": 11.083776,
                "max_process_vram": 0.0,
                "max_reserved": 400.556032,
                "max_allocated": 346.271744
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.97714111328125,
                "mean": 7.97714111328125,
                "stdev": 0.0,
                "p50": 7.97714111328125,
                "p90": 7.97714111328125,
                "p95": 7.97714111328125,
                "p99": 7.97714111328125,
                "values": [
                    7.97714111328125
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1557.970944,
                "max_global_vram": 11.329536,
                "max_process_vram": 0.0,
                "max_reserved": 406.847488,
                "max_allocated": 354.740224
            },
            "latency": {
                "unit": "s",
                "count": 166,
                "total": 0.997475886821747,
                "mean": 0.006008890884468355,
                "stdev": 0.0044019936530691,
                "p50": 0.005726623058319092,
                "p90": 0.006320780992507935,
                "p95": 0.00651046097278595,
                "p99": 0.0066195000886917115,
                "values": [
                    0.006621580123901367,
                    0.006481901168823242,
                    0.006469260215759278,
                    0.006576620101928711,
                    0.006618380069732666,
                    0.006568940162658692,
                    0.006519980907440185,
                    0.006541581153869629,
                    0.0065641398429870604,
                    0.006531819820404052,
                    0.006261260986328125,
                    0.005860143184661866,
                    0.005855662822723389,
                    0.005774221897125244,
                    0.06205949783325195,
                    0.004644465923309326,
                    0.004635025978088379,
                    0.004626706123352051,
                    0.004636625766754151,
                    0.004641265869140625,
                    0.0046399860382080075,
                    0.004637906074523926,
                    0.00462110710144043,
                    0.004639826774597168,
                    0.004649586200714111,
                    0.004632785797119141,
                    0.004633585929870606,
                    0.00462622594833374,
                    0.0046497459411621095,
                    0.004635826110839843,
                    0.004610226154327392,
                    0.004631825923919678,
                    0.0046423859596252445,
                    0.004663986206054687,
                    0.004637105941772461,
                    0.004641265869140625,
                    0.004631986141204834,
                    0.004649906158447265,
                    0.0046283059120178225,
                    0.004641106128692627,
                    0.004629907131195069,
                    0.004626865863800049,
                    0.004651825904846191,
                    0.004633746147155762,
                    0.004634225845336914,
                    0.004641426086425781,
                    0.004643186092376709,
                    0.004632145881652832,
                    0.0053995041847229005,
                    0.006267661094665527,
                    0.006273100852966309,
                    0.006233581066131592,
                    0.006236940860748291,
                    0.006262220859527588,
                    0.006236620903015137,
                    0.00624622106552124,
                    0.0062724609375,
                    0.006252302169799805,
                    0.005717742919921875,
                    0.005694222927093506,
                    0.005764943122863769,
                    0.005664622783660889,
                    0.005689582824707031,
                    0.005746063232421875,
                    0.00564590311050415,
                    0.005718702793121338,
                    0.005634542942047119,
                    0.005725903034210205,
                    0.005658863067626953,
                    0.005712782859802246,
                    0.0057262229919433595,
                    0.005687501907348633,
                    0.005684622764587402,
                    0.005691503047943115,
                    0.00570222282409668,
                    0.005752461910247803,
                    0.005682703018188477,
                    0.00595454216003418,
                    0.005746542930603027,
                    0.005749742984771728,
                    0.005673583030700684,
                    0.005681103229522705,
                    0.005735823154449463,
                    0.005658543109893799,
                    0.0057139029502868656,
                    0.005708783149719238,
                    0.00574910306930542,
                    0.00569838285446167,
                    0.005950061798095703,
                    0.005685262203216553,
                    0.005748942852020263,
                    0.005727023124694824,
                    0.005793422222137451,
                    0.005684622764587402,
                    0.005695823192596435,
                    0.005740622997283936,
                    0.005771183013916016,
                    0.005659822940826416,
                    0.005700142860412598,
                    0.0057257418632507325,
                    0.005654862880706787,
                    0.005697742938995361,
                    0.005716302871704102,
                    0.005783661842346192,
                    0.005665742874145508,
                    0.0056839828491210935,
                    0.005716143131256103,
                    0.005681902885437012,
                    0.005669103145599365,
                    0.005699822902679444,
                    0.005839182853698731,
                    0.0057734217643737795,
                    0.005679983139038086,
                    0.00570270299911499,
                    0.005731982231140137,
                    0.00575294303894043,
                    0.005691022872924805,
                    0.005728463172912598,
                    0.005717742919921875,
                    0.005743982791900634,
                    0.0056785430908203125,
                    0.00571054220199585,
                    0.0058662228584289555,
                    0.005777582168579102,
                    0.00576110315322876,
                    0.005648783206939697,
                    0.005689262866973877,
                    0.005727342128753662,
                    0.0056711831092834475,
                    0.005877101898193359,
                    0.005857263088226318,
                    0.005897741794586181,
                    0.005731503009796143,
                    0.005772303104400635,
                    0.0056839828491210935,
                    0.00573326301574707,
                    0.0057745428085327144,
                    0.005766703128814697,
                    0.005691503047943115,
                    0.005708942890167237,
                    0.00575998306274414,
                    0.005780782222747803,
                    0.005790223121643066,
                    0.005984141826629639,
                    0.00624622106552124,
                    0.006243980884552002,
                    0.00622222089767456,
                    0.006259020805358887,
                    0.006261421203613281,
                    0.006255021095275879,
                    0.0062635021209716795,
                    0.00630030107498169,
                    0.0063199810981750485,
                    0.006330700874328613,
                    0.006354540824890137,
                    0.0063321409225463865,
                    0.006330700874328613,
                    0.006315340995788574,
                    0.006407021045684814,
                    0.006306540966033935,
                    0.0063028612136840825,
                    0.006321580886840821,
                    0.0062724609375,
                    0.0063010997772216795,
                    0.006297420978546142,
                    0.0062990207672119145
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 166.42006307433164
            },
            "energy": null,
            "efficiency": null
        }
    }
}