{
    "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",
            "model": "google/vit-base-patch16-224",
            "library": "transformers",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "hub_kwargs": {
                "revision": "main",
                "force_download": false,
                "local_files_only": false,
                "trust_remote_code": false
            },
            "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",
            "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": "0.2.0",
            "optimum_benchmark_commit": "ebd20fcf042acf5db8d8956e7057fa93c82e14ab",
            "transformers_version": "4.40.2",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "0.9.16",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1063.350272,
                "max_global_vram": 778.448896,
                "max_process_vram": 172200.849408,
                "max_reserved": 406.847488,
                "max_allocated": 355.912704
            },
            "latency": {
                "unit": "s",
                "count": 160,
                "total": 0.995341510295868,
                "mean": 0.0062208844393491745,
                "stdev": 0.00031795433201691175,
                "p50": 0.006127607822418213,
                "p90": 0.006464600706100464,
                "p95": 0.006590344834327697,
                "p99": 0.006915193562507629,
                "values": [
                    0.006601287841796875,
                    0.006228649139404297,
                    0.006265287876129151,
                    0.006227688789367676,
                    0.006357129096984863,
                    0.006467048168182373,
                    0.006464328765869141,
                    0.006441129207611084,
                    0.006437289237976074,
                    0.006388328075408936,
                    0.006423048973083496,
                    0.006379368782043457,
                    0.00657184886932373,
                    0.006338088035583496,
                    0.006248009204864502,
                    0.006167208194732666,
                    0.006090249061584473,
                    0.006121928215026855,
                    0.006125288009643555,
                    0.00613456916809082,
                    0.006143208026885986,
                    0.0061088080406188966,
                    0.006146568775177002,
                    0.006094727993011475,
                    0.006133448123931884,
                    0.006141929149627685,
                    0.006165927886962891,
                    0.006134888172149658,
                    0.006143208980560303,
                    0.00613808822631836,
                    0.006147848129272461,
                    0.006164809226989746,
                    0.006154248237609863,
                    0.006174407958984375,
                    0.006136487960815429,
                    0.006122407913208008,
                    0.006097608089447022,
                    0.0061195287704467775,
                    0.006072648048400879,
                    0.00609392786026001,
                    0.006030407905578614,
                    0.006129767894744873,
                    0.006100008010864258,
                    0.006108489036560059,
                    0.006088808059692383,
                    0.006115528106689453,
                    0.006120968818664551,
                    0.00614688777923584,
                    0.006154407978057861,
                    0.006163848876953125,
                    0.009538573265075683,
                    0.006232647895812988,
                    0.006095848083496094,
                    0.00605712890625,
                    0.006078407764434814,
                    0.00609056806564331,
                    0.006096968173980713,
                    0.006069768905639648,
                    0.006084807872772217,
                    0.006115367889404297,
                    0.0060934491157531735,
                    0.006020328044891357,
                    0.006292007923126221,
                    0.006091848850250244,
                    0.006109288215637207,
                    0.0061051278114318845,
                    0.006105768203735352,
                    0.006081768035888672,
                    0.006118728160858154,
                    0.0061265678405761715,
                    0.006150729179382324,
                    0.006153287887573242,
                    0.006150407791137695,
                    0.006129608154296875,
                    0.006157127857208252,
                    0.006128647804260254,
                    0.006135367870330811,
                    0.0061356878280639645,
                    0.006133129119873047,
                    0.006136648178100586,
                    0.006126088142395019,
                    0.006166248798370361,
                    0.00618128776550293,
                    0.006201128005981446,
                    0.006359689235687256,
                    0.00615552806854248,
                    0.006121288776397705,
                    0.006174888134002686,
                    0.006133607864379883,
                    0.006088168144226074,
                    0.0060832080841064454,
                    0.006099847793579102,
                    0.006082249164581299,
                    0.0060836877822875975,
                    0.0060910477638244625,
                    0.00609168815612793,
                    0.006067208766937256,
                    0.0061136078834533696,
                    0.006072807788848877,
                    0.006077288150787353,
                    0.006081128120422363,
                    0.006051047801971436,
                    0.006080167770385742,
                    0.0060550479888916015,
                    0.006016327857971192,
                    0.00609392786026001,
                    0.006111688137054443,
                    0.0061473679542541505,
                    0.006085768222808838,
                    0.006070248126983643,
                    0.006066568851470947,
                    0.006077127933502197,
                    0.006070727825164795,
                    0.0061419281959533695,
                    0.006082728862762451,
                    0.006087048053741455,
                    0.0060574479103088375,
                    0.006104329109191895,
                    0.006120327949523926,
                    0.006952009201049805,
                    0.006889609813690185,
                    0.006628008842468261,
                    0.0065574488639831546,
                    0.006436327934265137,
                    0.006556808948516846,
                    0.006516969203948975,
                    0.006437129020690918,
                    0.006589768886566162,
                    0.006408968925476074,
                    0.006371367931365967,
                    0.006535048961639404,
                    0.006690568923950195,
                    0.006859368801116943,
                    0.006642088890075683,
                    0.006441127777099609,
                    0.0063489689826965335,
                    0.006453128814697265,
                    0.006304327964782715,
                    0.006468328952789306,
                    0.006452808856964112,
                    0.006334727764129639,
                    0.006318569183349609,
                    0.006153768062591553,
                    0.006125129222869873,
                    0.006107059955596924,
                    0.006072487831115723,
                    0.006082727909088135,
                    0.006077928066253662,
                    0.0060929679870605465,
                    0.006089929103851318,
                    0.006098087787628174,
                    0.00606816816329956,
                    0.006081287860870361,
                    0.006076807975769043,
                    0.006084968090057373,
                    0.006098408222198487,
                    0.00607968807220459,
                    0.006082888126373291,
                    0.006124328136444092,
                    0.006092648029327393
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 160.74884684799247
            },
            "energy": null,
            "efficiency": null
        }
    }
}