{
    "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-5.10.223-212.873.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": "0.34.0",
            "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": "0.12.0",
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 802.131968,
                "max_global_vram": 1185.415168,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.851044921875,
                "mean": 7.851044921875,
                "stdev": 0.0,
                "p50": 7.851044921875,
                "p90": 7.851044921875,
                "p95": 7.851044921875,
                "p99": 7.851044921875,
                "values": [
                    7.851044921875
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.1251708777782219e-06,
                "ram": 5.625819051912601e-07,
                "gpu": 1.691668019999839e-06,
                "total": 3.379420802969321e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1091.858432,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 508.993024
            },
            "latency": {
                "unit": "s",
                "count": 149,
                "total": 0.9967676167488095,
                "mean": 0.00668971554864973,
                "stdev": 0.00029690876744786337,
                "p50": 0.006739967823028564,
                "p90": 0.006906879901885986,
                "p95": 0.006974668884277344,
                "p99": 0.008149401550292968,
                "values": [
                    0.0069928960800170895,
                    0.0069928960800170895,
                    0.0069816322326660156,
                    0.007063551902770996,
                    0.006964223861694336,
                    0.006904831886291504,
                    0.006922239780426025,
                    0.006924287796020508,
                    0.006838272094726563,
                    0.006810624122619629,
                    0.007215104103088379,
                    0.006801407814025879,
                    0.006807551860809326,
                    0.006766592025756836,
                    0.006739967823028564,
                    0.00672870397567749,
                    0.006680575847625733,
                    0.006766592025756836,
                    0.00675328016281128,
                    0.006766592025756836,
                    0.0068055038452148435,
                    0.006830080032348633,
                    0.006782976150512696,
                    0.0067717118263244626,
                    0.006744063854217529,
                    0.006715392112731934,
                    0.006744063854217529,
                    0.006906879901885986,
                    0.00688640022277832,
                    0.006789120197296142,
                    0.006809599876403808,
                    0.006806528091430664,
                    0.006767615795135498,
                    0.006784895896911621,
                    0.006801439762115479,
                    0.006788095951080322,
                    0.006744063854217529,
                    0.006803455829620361,
                    0.006706175804138184,
                    0.0066406397819519045,
                    0.006639616012573242,
                    0.006743040084838867,
                    0.0067870721817016606,
                    0.006761472225189209,
                    0.006725632190704346,
                    0.00672870397567749,
                    0.006717440128326416,
                    0.006792191982269287,
                    0.006852608203887939,
                    0.006863872051239014,
                    0.0068689918518066405,
                    0.006931456089019775,
                    0.006810624122619629,
                    0.006791168212890625,
                    0.006743040084838867,
                    0.006779903888702392,
                    0.0067870721817016606,
                    0.006816864013671875,
                    0.006817791938781738,
                    0.006808576107025147,
                    0.006732800006866455,
                    0.006781760215759277,
                    0.006691840171813965,
                    0.006717440128326416,
                    0.00679423999786377,
                    0.0067358717918396,
                    0.0067276802062988285,
                    0.00684441614151001,
                    0.006751232147216797,
                    0.00675328016281128,
                    0.006683648109436035,
                    0.006754303932189941,
                    0.00667955207824707,
                    0.006706175804138184,
                    0.0067420158386230465,
                    0.006752255916595459,
                    0.006776832103729248,
                    0.006941696166992187,
                    0.006859776020050049,
                    0.006780928134918213,
                    0.006840320110321045,
                    0.006941696166992187,
                    0.006846464157104492,
                    0.006770688056945801,
                    0.006747136116027832,
                    0.006732704162597657,
                    0.006609920024871826,
                    0.006750207901000976,
                    0.006711296081542969,
                    0.006651904106140137,
                    0.006654975891113281,
                    0.006559743881225586,
                    0.006594560146331787,
                    0.006677504062652588,
                    0.006510655879974365,
                    0.006362112045288086,
                    0.006404096126556396,
                    0.006433792114257812,
                    0.006782976150512696,
                    0.008125439643859863,
                    0.008171520233154296,
                    0.008252415657043457,
                    0.006800320148468018,
                    0.006906879901885986,
                    0.006686719894409179,
                    0.0066375679969787596,
                    0.006620160102844238,
                    0.0064778242111206055,
                    0.0063907837867736815,
                    0.0064737281799316405,
                    0.006394879817962646,
                    0.006456319808959961,
                    0.006432767868041992,
                    0.006411263942718506,
                    0.006464511871337891,
                    0.006425600051879882,
                    0.00638976001739502,
                    0.006409215927124024,
                    0.0063498239517211915,
                    0.006415359973907471,
                    0.006387712001800537,
                    0.006401055812835693,
                    0.006412288188934326,
                    0.0064102401733398436,
                    0.006372352123260498,
                    0.006401023864746094,
                    0.006347775936126709,
                    0.006408224105834961,
                    0.006330368041992188,
                    0.006366208076477051,
                    0.006275072097778321,
                    0.006272031784057617,
                    0.006289408206939697,
                    0.006285312175750732,
                    0.00632428789138794,
                    0.006299647808074951,
                    0.006352896213531494,
                    0.006307839870452881,
                    0.006335487842559814,
                    0.006311935901641846,
                    0.006275072097778321,
                    0.006347775936126709,
                    0.006359039783477783,
                    0.006391808032989502,
                    0.006355967998504639,
                    0.006400000095367431,
                    0.006440959930419922,
                    0.006369279861450195,
                    0.006635519981384277
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 149.48318694983115
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.985174998135416e-08,
                "ram": 4.365406248539712e-08,
                "gpu": 1.4158661587919298e-07,
                "total": 2.6509242834594426e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3772269.190182245
            }
        }
    }
}