{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+cu124",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-classification",
            "library": "transformers",
            "model_type": "roberta",
            "model": "FacebookAI/roberta-base",
            "processor": "FacebookAI/roberta-base",
            "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": true,
            "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 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.261056,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.223-211.872.amzn2.x86_64-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "NVIDIA A10G"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 24146608128,
            "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": "0.30.1",
            "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": 791.138304,
                "max_global_vram": 1185.415168,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.4244169921875,
                "mean": 7.4244169921875,
                "stdev": 0.0,
                "p50": 7.4244169921875,
                "p90": 7.4244169921875,
                "p95": 7.4244169921875,
                "p99": 7.4244169921875,
                "values": [
                    7.4244169921875
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.1297411270832294e-06,
                "ram": 5.725995632654777e-07,
                "gpu": 1.937779327999302e-06,
                "total": 3.640120018348009e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1080.25856,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 508.993024
            },
            "latency": {
                "unit": "s",
                "count": 148,
                "total": 0.999428894042969,
                "mean": 0.006752897932722762,
                "stdev": 0.0002872177567960461,
                "p50": 0.0067179520130157475,
                "p90": 0.006923235034942627,
                "p95": 0.007543756866455078,
                "p99": 0.007942860708236694,
                "values": [
                    0.0075632638931274416,
                    0.007552000045776367,
                    0.007715839862823487,
                    0.007516160011291504,
                    0.007528448104858398,
                    0.007894015789031983,
                    0.006737919807434082,
                    0.006920191764831543,
                    0.006843391895294189,
                    0.0067348480224609375,
                    0.0067717118263244626,
                    0.007166975975036621,
                    0.00757862377166748,
                    0.006802432060241699,
                    0.006755328178405762,
                    0.0067717118263244626,
                    0.006748095989227295,
                    0.006709248065948486,
                    0.006744063854217529,
                    0.00694271993637085,
                    0.008062975883483887,
                    0.007986176013946533,
                    0.006946815967559815,
                    0.006802432060241699,
                    0.006829055786132812,
                    0.006842368125915528,
                    0.0067051520347595215,
                    0.006658048152923584,
                    0.006563839912414551,
                    0.006434815883636475,
                    0.006456287860870361,
                    0.0064737281799316405,
                    0.006458367824554443,
                    0.0067123198509216305,
                    0.006788095951080322,
                    0.006724607944488525,
                    0.006719488143920899,
                    0.00674508810043335,
                    0.006696959972381592,
                    0.006751264095306396,
                    0.006779903888702392,
                    0.006701087951660157,
                    0.00674399995803833,
                    0.00675328016281128,
                    0.006744063854217529,
                    0.006653952121734619,
                    0.006621183872222901,
                    0.006460415840148926,
                    0.0065146880149841305,
                    0.0065710082054138185,
                    0.0064471039772033695,
                    0.006492224216461182,
                    0.006486015796661377,
                    0.0064767999649047855,
                    0.006501376152038574,
                    0.006591487884521485,
                    0.006647808074951172,
                    0.006677504062652588,
                    0.006529024124145508,
                    0.006463488101959228,
                    0.006491136074066162,
                    0.006843391895294189,
                    0.006770688056945801,
                    0.006711296081542969,
                    0.0065484800338745115,
                    0.006466559886932373,
                    0.006498303890228272,
                    0.0065617280006408695,
                    0.006773759841918945,
                    0.006756351947784424,
                    0.006699007987976074,
                    0.006750207901000976,
                    0.006731776237487793,
                    0.006738944053649902,
                    0.00669593620300293,
                    0.006725632190704346,
                    0.0067338237762451176,
                    0.0066979842185974124,
                    0.007721983909606934,
                    0.006964223861694336,
                    0.006716415882110595,
                    0.006795263767242431,
                    0.006708223819732666,
                    0.0067348480224609375,
                    0.006667263984680176,
                    0.006739967823028564,
                    0.0067348480224609375,
                    0.006689792156219483,
                    0.006765567779541016,
                    0.006703104019165039,
                    0.006734911918640137,
                    0.006668320178985596,
                    0.006758399963378906,
                    0.0067348480224609375,
                    0.006726655960083008,
                    0.006746111869812011,
                    0.006730751991271973,
                    0.006694911956787109,
                    0.006740992069244385,
                    0.006759424209594727,
                    0.006771647930145263,
                    0.006744063854217529,
                    0.006648831844329834,
                    0.006699007987976074,
                    0.006719488143920899,
                    0.006647808074951172,
                    0.006608895778656006,
                    0.006643712043762207,
                    0.006692863941192627,
                    0.006621183872222901,
                    0.00672870397567749,
                    0.006692863941192627,
                    0.006672383785247803,
                    0.006648831844329834,
                    0.006666240215301514,
                    0.006716415882110595,
                    0.006497280120849609,
                    0.006608895778656006,
                    0.006535168170928955,
                    0.006520832061767578,
                    0.0065474557876586915,
                    0.006582240104675293,
                    0.006783936023712158,
                    0.006729728221893311,
                    0.0066713600158691405,
                    0.006752255916595459,
                    0.006751232147216797,
                    0.00672051191329956,
                    0.006691840171813965,
                    0.006731776237487793,
                    0.006510591983795166,
                    0.0066007041931152345,
                    0.006700032234191895,
                    0.006672383785247803,
                    0.0066078720092773435,
                    0.006529024124145508,
                    0.006500351905822754,
                    0.006519807815551758,
                    0.006565887928009034,
                    0.006550528049468994,
                    0.006930335998535157,
                    0.00672870397567749,
                    0.006732800006866455,
                    0.0066979842185974124,
                    0.006726655960083008,
                    0.006762495994567871,
                    0.006666272163391113,
                    0.0067358717918396
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 148.08457198120288
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.746866691468165e-08,
                "ram": 4.221024455751681e-08,
                "gpu": 1.5559536257143593e-07,
                "total": 2.752742740436344e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3632740.4857363733
            }
        }
    }
}