{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+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-5.10.224-212.876.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": "0.34.2",
            "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": 798.826496,
                "max_global_vram": 1192.7552,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.0241337890625,
                "mean": 8.0241337890625,
                "stdev": 0.0,
                "p50": 8.0241337890625,
                "p90": 8.0241337890625,
                "p95": 8.0241337890625,
                "p99": 8.0241337890625,
                "values": [
                    8.0241337890625
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 2.6167232646306126e-06,
                "ram": 1.4094076307227014e-06,
                "gpu": 5.196670823937044e-06,
                "total": 9.222801719290359e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1089.363968,
                "max_global_vram": 1203.24096,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 508.993024
            },
            "latency": {
                "unit": "s",
                "count": 147,
                "total": 0.9978366413116462,
                "mean": 0.006788004362664255,
                "stdev": 0.0003036411213655128,
                "p50": 0.006937600135803222,
                "p90": 0.007093862533569336,
                "p95": 0.0071144446849823,
                "p99": 0.007289999370574949,
                "values": [
                    0.00688640022277832,
                    0.006929408073425293,
                    0.006830080032348633,
                    0.006952960014343262,
                    0.006937600135803222,
                    0.006842368125915528,
                    0.006748288154602051,
                    0.006767615795135498,
                    0.006749184131622315,
                    0.006732800006866455,
                    0.006663167953491211,
                    0.006668288230895996,
                    0.006658048152923584,
                    0.006763519763946534,
                    0.0067051520347595215,
                    0.006621183872222901,
                    0.0066212801933288575,
                    0.006658048152923584,
                    0.007007232189178467,
                    0.007041952133178711,
                    0.0070399360656738285,
                    0.007054336071014404,
                    0.007069695949554444,
                    0.007097343921661377,
                    0.007096320152282715,
                    0.006999040126800537,
                    0.007018496036529541,
                    0.007020544052124023,
                    0.007046144008636474,
                    0.007012351989746094,
                    0.007014400005340577,
                    0.006975488185882568,
                    0.007080959796905518,
                    0.007088128089904785,
                    0.007072768211364746,
                    0.007037951946258545,
                    0.006999040126800537,
                    0.0069847040176391605,
                    0.006890495777130127,
                    0.00693452787399292,
                    0.006951935768127441,
                    0.006999040126800537,
                    0.007047167778015137,
                    0.007064576148986816,
                    0.007013376235961914,
                    0.006988800048828125,
                    0.007035903930664063,
                    0.007073791980743408,
                    0.007081984043121338,
                    0.00709939193725586,
                    0.007044095993041993,
                    0.0071198720932006835,
                    0.007113728046417236,
                    0.007007232189178467,
                    0.007009280204772949,
                    0.007037951946258545,
                    0.007047167778015137,
                    0.006998015880584717,
                    0.007038976192474365,
                    0.00709222412109375,
                    0.00698367977142334,
                    0.006956960201263428,
                    0.007051263809204102,
                    0.007012351989746094,
                    0.007108607769012451,
                    0.007156735897064209,
                    0.0069959678649902345,
                    0.007019519805908203,
                    0.007031775951385498,
                    0.007077888011932373,
                    0.007050240039825439,
                    0.00704307222366333,
                    0.007061503887176514,
                    0.007102464199066162,
                    0.007114751815795899,
                    0.00713318395614624,
                    0.007090176105499267,
                    0.007117824077606201,
                    0.0071157760620117185,
                    0.007032832145690918,
                    0.00709119987487793,
                    0.007106560230255127,
                    0.006684671878814697,
                    0.006647808074951172,
                    0.00679423999786377,
                    0.006658080101013183,
                    0.006602752208709717,
                    0.00658022403717041,
                    0.006762495994567871,
                    0.0070594558715820314,
                    0.006959072113037109,
                    0.006749216079711914,
                    0.00672051191329956,
                    0.006673408031463623,
                    0.006754303932189941,
                    0.007009280204772949,
                    0.007002111911773682,
                    0.006975488185882568,
                    0.00709119987487793,
                    0.00707583999633789,
                    0.007428095817565918,
                    0.006993919849395752,
                    0.0074035201072692874,
                    0.006509568214416504,
                    0.006437888145446777,
                    0.006383552074432373,
                    0.0064174079895019534,
                    0.006496255874633789,
                    0.00643993616104126,
                    0.006428671836853027,
                    0.006370304107666015,
                    0.006411263942718506,
                    0.006385663986206055,
                    0.006377471923828125,
                    0.006364160060882569,
                    0.006346752166748047,
                    0.006358016014099121,
                    0.006367231845855713,
                    0.006372352123260498,
                    0.006369279861450195,
                    0.00633241605758667,
                    0.006366208076477051,
                    0.006371327877044678,
                    0.006370304107666015,
                    0.006355967998504639,
                    0.006338560104370118,
                    0.006325247764587402,
                    0.006309887886047363,
                    0.006364160060882569,
                    0.0063498239517211915,
                    0.006337535858154297,
                    0.006337471961975098,
                    0.006339583873748779,
                    0.006345727920532227,
                    0.006354911804199219,
                    0.006358016014099121,
                    0.006366208076477051,
                    0.0063610877990722655,
                    0.006396927833557129,
                    0.006392831802368164,
                    0.006346752166748047,
                    0.006364160060882569,
                    0.006329376220703125,
                    0.006343679904937744,
                    0.0065474557876586915,
                    0.006351871967315674,
                    0.00638156795501709
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 147.3187031965173
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.543239796904355e-08,
                "ram": 4.122342128090986e-08,
                "gpu": 1.396144075162209e-07,
                "total": 2.562702267661743e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3902131.0146668674
            }
        }
    }
}