{
    "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-5.10.223-212.873.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": "0.33.0",
            "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": 789.815296,
                "max_global_vram": 1185.415168,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.374962890625,
                "mean": 7.374962890625,
                "stdev": 0.0,
                "p50": 7.374962890625,
                "p90": 7.374962890625,
                "p95": 7.374962890625,
                "p99": 7.374962890625,
                "values": [
                    7.374962890625
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.1322530187498674e-06,
                "ram": 5.622907074425664e-07,
                "gpu": 1.7847236500000661e-06,
                "total": 3.4792673761924998e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1078.693888,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 508.993024
            },
            "latency": {
                "unit": "s",
                "count": 145,
                "total": 0.9983866519927982,
                "mean": 0.0068854251861572265,
                "stdev": 0.00023652851343929478,
                "p50": 0.006847487926483154,
                "p90": 0.007153478336334228,
                "p95": 0.007219404697418212,
                "p99": 0.0076377844810485845,
                "values": [
                    0.007063551902770996,
                    0.007090176105499267,
                    0.007037951946258545,
                    0.007046112060546875,
                    0.0070256638526916505,
                    0.007019519805908203,
                    0.006894591808319092,
                    0.006863872051239014,
                    0.006917119979858399,
                    0.0068577280044555666,
                    0.006831103801727295,
                    0.006908927917480469,
                    0.0068986878395080565,
                    0.007245823860168457,
                    0.007390207767486572,
                    0.0068577280044555666,
                    0.006904831886291504,
                    0.007216127872467041,
                    0.007782400131225586,
                    0.0072202239036560055,
                    0.007120895862579346,
                    0.007151616096496582,
                    0.007097343921661377,
                    0.007130112171173096,
                    0.007132160186767578,
                    0.006847487926483154,
                    0.007087135791778564,
                    0.007142399787902832,
                    0.007139328002929687,
                    0.007070720195770264,
                    0.007117824077606201,
                    0.007176191806793213,
                    0.007131135940551757,
                    0.007160831928253173,
                    0.0067758078575134275,
                    0.006806528091430664,
                    0.0067942080497741695,
                    0.006833151817321777,
                    0.006803455829620361,
                    0.006882304191589355,
                    0.006812672138214112,
                    0.006776832103729248,
                    0.006833151817321777,
                    0.0068884482383728025,
                    0.0068904318809509275,
                    0.006860799789428711,
                    0.006920191764831543,
                    0.007101439952850342,
                    0.007078911781311035,
                    0.006842368125915528,
                    0.006888383865356445,
                    0.006882304191589355,
                    0.006840320110321045,
                    0.006867968082427979,
                    0.006860799789428711,
                    0.006782976150512696,
                    0.006760447978973389,
                    0.006899712085723877,
                    0.006815743923187256,
                    0.0073175039291381834,
                    0.0068884482383728025,
                    0.007087103843688965,
                    0.007802879810333252,
                    0.007453728199005127,
                    0.007142399787902832,
                    0.007097343921661377,
                    0.007076863765716553,
                    0.007134208202362061,
                    0.007159808158874512,
                    0.007161888122558593,
                    0.007126016139984131,
                    0.007160831928253173,
                    0.007154719829559326,
                    0.007135231971740722,
                    0.007103487968444824,
                    0.007066624164581299,
                    0.006852672100067138,
                    0.0067758398056030275,
                    0.00682700777053833,
                    0.006788095951080322,
                    0.006736927986145019,
                    0.006712287902832031,
                    0.0065781760215759275,
                    0.006668288230895996,
                    0.006760447978973389,
                    0.006584320068359375,
                    0.006502399921417237,
                    0.006474688053131104,
                    0.006461440086364746,
                    0.006557695865631104,
                    0.00693452787399292,
                    0.006971392154693603,
                    0.007013376235961914,
                    0.007023615837097168,
                    0.007102464199066162,
                    0.007031807899475098,
                    0.007233535766601563,
                    0.006980607986450196,
                    0.006715392112731934,
                    0.0066416640281677245,
                    0.006800447940826416,
                    0.0068055038452148435,
                    0.006690815925598144,
                    0.006762495994567871,
                    0.006770688056945801,
                    0.006759391784667969,
                    0.006783999919891357,
                    0.006740992069244385,
                    0.00672051191329956,
                    0.0067348480224609375,
                    0.006739967823028564,
                    0.006737919807434082,
                    0.006692863941192627,
                    0.006749248027801514,
                    0.006732800006866455,
                    0.006680575847625733,
                    0.006740992069244385,
                    0.006714367866516113,
                    0.006724544048309326,
                    0.006715392112731934,
                    0.0067338237762451176,
                    0.006709248065948486,
                    0.0067051520347595215,
                    0.00674508810043335,
                    0.006716415882110595,
                    0.006468607902526856,
                    0.0064726719856262206,
                    0.006487040042877197,
                    0.0064542717933654785,
                    0.006458367824554443,
                    0.006423552036285401,
                    0.0064737281799316405,
                    0.006568960189819336,
                    0.0067041277885437015,
                    0.006913023948669434,
                    0.006969344139099121,
                    0.006688767910003662,
                    0.0067358717918396,
                    0.006711296081542969,
                    0.0067041277885437015,
                    0.006706175804138184,
                    0.006732800006866455,
                    0.006791168212890625,
                    0.00669593620300293,
                    0.006744063854217529
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 145.23431349024688
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.735764938271701e-08,
                "ram": 4.229026512369158e-08,
                "gpu": 1.4308653422222266e-07,
                "total": 2.6273444872863125e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3806124.415123284
            }
        }
    }
}