{
    "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": "0.34.0",
            "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": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 788.402176,
                "max_global_vram": 1185.415168,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.41366259765625,
                "mean": 7.41366259765625,
                "stdev": 0.0,
                "p50": 7.41366259765625,
                "p90": 7.41366259765625,
                "p95": 7.41366259765625,
                "p99": 7.41366259765625,
                "values": [
                    7.41366259765625
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.0602535916665564e-06,
                "ram": 5.65599293363731e-07,
                "gpu": 0.0,
                "total": 1.6258528850302874e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1078.636544,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 508.993024
            },
            "latency": {
                "unit": "s",
                "count": 142,
                "total": 0.9978686046600344,
                "mean": 0.007027243694788974,
                "stdev": 0.00023870016049978542,
                "p50": 0.00709171199798584,
                "p90": 0.007217052888870239,
                "p95": 0.007260723400115967,
                "p99": 0.007941908407211304,
                "values": [
                    0.007184383869171143,
                    0.007003136157989502,
                    0.00693555212020874,
                    0.006931456089019775,
                    0.007048192024230957,
                    0.007195648193359375,
                    0.007241759777069092,
                    0.007162879943847656,
                    0.0072120318412780765,
                    0.007175168037414551,
                    0.007314432144165039,
                    0.007218175888061523,
                    0.007143424034118652,
                    0.00714035177230835,
                    0.007139328002929687,
                    0.00714035177230835,
                    0.007171072006225586,
                    0.0071495680809020995,
                    0.007208960056304932,
                    0.007170048236846924,
                    0.007158783912658692,
                    0.007985151767730713,
                    0.008173567771911621,
                    0.007879680156707763,
                    0.0072120318412780765,
                    0.007205887794494629,
                    0.007184383869171143,
                    0.007164927959442138,
                    0.007137279987335205,
                    0.0071495680809020995,
                    0.007147520065307617,
                    0.007194623947143554,
                    0.007129087924957276,
                    0.007235583782196045,
                    0.007079936027526855,
                    0.00714035177230835,
                    0.007128064155578613,
                    0.007130176067352295,
                    0.007207935810089112,
                    0.007251967906951904,
                    0.007269343852996826,
                    0.007288832187652588,
                    0.007217152118682861,
                    0.007206912040710449,
                    0.007216159820556641,
                    0.007201791763305664,
                    0.007139328002929687,
                    0.007205887794494629,
                    0.007201791763305664,
                    0.0071833600997924804,
                    0.007176191806793213,
                    0.007181312084197998,
                    0.00708403205871582,
                    0.0071485438346862796,
                    0.007234560012817383,
                    0.00713318395614624,
                    0.007234560012817383,
                    0.007209983825683594,
                    0.007098368167877197,
                    0.0071198720932006835,
                    0.007156735897064209,
                    0.007087103843688965,
                    0.007130112171173096,
                    0.007124991893768311,
                    0.007128064155578613,
                    0.0072765440940856935,
                    0.007261184215545655,
                    0.007214079856872559,
                    0.007145472049713135,
                    0.007189504146575928,
                    0.007120895862579346,
                    0.007143424034118652,
                    0.007184383869171143,
                    0.007068672180175781,
                    0.007200767993927002,
                    0.007164927959442138,
                    0.007065599918365479,
                    0.007096320152282715,
                    0.007004159927368164,
                    0.007073791980743408,
                    0.0071157760620117185,
                    0.0069201278686523435,
                    0.006804480075836182,
                    0.006841343879699707,
                    0.006895616054534912,
                    0.006914048194885254,
                    0.006956031799316406,
                    0.006970367908477783,
                    0.006977536201477051,
                    0.0070563840866088865,
                    0.007192575931549072,
                    0.006897664070129395,
                    0.00678604793548584,
                    0.006816768169403077,
                    0.006820864200592041,
                    0.006830080032348633,
                    0.0067573761940002445,
                    0.006799359798431396,
                    0.006823935985565186,
                    0.006800384044647217,
                    0.006744063854217529,
                    0.006748127937316895,
                    0.006737919807434082,
                    0.006758399963378906,
                    0.006767615795135498,
                    0.006755392074584961,
                    0.006761472225189209,
                    0.007049215793609619,
                    0.006880256175994873,
                    0.006820864200592041,
                    0.006801407814025879,
                    0.006801407814025879,
                    0.006801407814025879,
                    0.006716415882110595,
                    0.006759424209594727,
                    0.006774784088134766,
                    0.0067358717918396,
                    0.0067686400413513184,
                    0.0067420477867126466,
                    0.006758399963378906,
                    0.006743040084838867,
                    0.006743040084838867,
                    0.006765567779541016,
                    0.006746111869812011,
                    0.006757343769073486,
                    0.00677785587310791,
                    0.006737919807434082,
                    0.006762495994567871,
                    0.006803455829620361,
                    0.006740992069244385,
                    0.006750207901000976,
                    0.006780928134918213,
                    0.006795263767242431,
                    0.006763519763946534,
                    0.006799359798431396,
                    0.006788095951080322,
                    0.00675328016281128,
                    0.006773759841918945,
                    0.006818816184997558,
                    0.006731776237487793,
                    0.006752255916595459,
                    0.00675328016281128
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 142.30330460028676
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.816877453855808e-08,
                "ram": 4.260580188555393e-08,
                "gpu": 1.4597782146052374e-07,
                "total": 2.6675239788463575e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3748794.792212053
            }
        }
    }
}