{
    "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": 791.179264,
                "max_global_vram": 1185.415168,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.41557470703125,
                "mean": 7.41557470703125,
                "stdev": 0.0,
                "p50": 7.41557470703125,
                "p90": 7.41557470703125,
                "p95": 7.41557470703125,
                "p99": 7.41557470703125,
                "values": [
                    7.41557470703125
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.0591699124997294e-06,
                "ram": 5.609054799337031e-07,
                "gpu": 1.7961125480005224e-06,
                "total": 3.4161879404339548e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1081.114624,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 508.993024
            },
            "latency": {
                "unit": "s",
                "count": 143,
                "total": 1.0001531200408942,
                "mean": 0.006994077762523732,
                "stdev": 0.00023248259720239556,
                "p50": 0.007058432102203369,
                "p90": 0.007220633697509766,
                "p95": 0.007315660715103149,
                "p99": 0.007699845323562625,
                "values": [
                    0.007299071788787842,
                    0.007365568161010742,
                    0.007355391979217529,
                    0.007328767776489258,
                    0.007277567863464355,
                    0.007237631797790528,
                    0.007155712127685547,
                    0.007156735897064209,
                    0.007136256217956543,
                    0.007073791980743408,
                    0.007163904190063477,
                    0.007124991893768311,
                    0.007077888011932373,
                    0.0070225920677185055,
                    0.007076863765716553,
                    0.007091231822967529,
                    0.007139328002929687,
                    0.0071526398658752445,
                    0.007135263919830322,
                    0.007174143791198731,
                    0.007113728046417236,
                    0.007078911781311035,
                    0.00709935998916626,
                    0.007162879943847656,
                    0.0071495680809020995,
                    0.007122943878173828,
                    0.007131135940551757,
                    0.007108607769012451,
                    0.007073791980743408,
                    0.007070720195770264,
                    0.007101439952850342,
                    0.007135231971740722,
                    0.007124991893768311,
                    0.007045119762420654,
                    0.0069918718338012695,
                    0.007016448020935059,
                    0.006999040126800537,
                    0.007068672180175781,
                    0.007035903930664063,
                    0.007071743965148926,
                    0.007790592193603516,
                    0.00719155216217041,
                    0.007221248149871826,
                    0.008096768379211425,
                    0.007142399787902832,
                    0.007151616096496582,
                    0.006978559970855713,
                    0.007574528217315674,
                    0.00733903980255127,
                    0.007173120021820068,
                    0.007110655784606934,
                    0.006800384044647217,
                    0.006848512172698974,
                    0.007198719978332519,
                    0.007006207942962647,
                    0.007093247890472412,
                    0.007076863765716553,
                    0.007080959796905518,
                    0.007207935810089112,
                    0.0070522880554199216,
                    0.007101439952850342,
                    0.007090176105499267,
                    0.007070720195770264,
                    0.007111680030822754,
                    0.007129087924957276,
                    0.00709939193725586,
                    0.007120895862579346,
                    0.00724889612197876,
                    0.00727347183227539,
                    0.007218175888061523,
                    0.0072540159225463864,
                    0.007185408115386963,
                    0.007144447803497315,
                    0.0073175039291381834,
                    0.00707583999633789,
                    0.0071485438346862796,
                    0.007128064155578613,
                    0.007020544052124023,
                    0.007032832145690918,
                    0.006875135898590088,
                    0.00687820816040039,
                    0.007072768211364746,
                    0.006966271877288818,
                    0.006767615795135498,
                    0.006726655960083008,
                    0.006732800006866455,
                    0.006795263767242431,
                    0.0070256638526916505,
                    0.006969344139099121,
                    0.007071743965148926,
                    0.007058432102203369,
                    0.007174143791198731,
                    0.00709939193725586,
                    0.0069816322326660156,
                    0.00679423999786377,
                    0.006756351947784424,
                    0.006687744140625,
                    0.006719488143920899,
                    0.006752255916595459,
                    0.006711296081542969,
                    0.0067573761940002445,
                    0.006738944053649902,
                    0.0067573761940002445,
                    0.006713344097137451,
                    0.006737919807434082,
                    0.006776832103729248,
                    0.006706175804138184,
                    0.006715360164642334,
                    0.006723584175109864,
                    0.006707200050354004,
                    0.006721536159515381,
                    0.006755328178405762,
                    0.006732800006866455,
                    0.006749184131622315,
                    0.0069253120422363285,
                    0.006795263767242431,
                    0.0067276802062988285,
                    0.006732800006866455,
                    0.0067686400413513184,
                    0.00672051191329956,
                    0.006730751991271973,
                    0.006730751991271973,
                    0.006692863941192627,
                    0.006700032234191895,
                    0.006729728221893311,
                    0.006694911956787109,
                    0.0067358717918396,
                    0.006719488143920899,
                    0.006690815925598144,
                    0.00672979211807251,
                    0.006729728221893311,
                    0.006743040084838867,
                    0.006700032234191895,
                    0.006715392112731934,
                    0.006748159885406494,
                    0.006871071815490723,
                    0.006747136116027832,
                    0.006760447978973389,
                    0.006721536159515381,
                    0.006907904148101806,
                    0.007064544200897217,
                    0.006833151817321777,
                    0.006722559928894043
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 142.97810718638073
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.766841273147549e-08,
                "ram": 4.246705309345686e-08,
                "gpu": 1.5462249116339205e-07,
                "total": 2.747579569883244e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3639567.0245957393
            }
        }
    }
}