{
    "config": {
        "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+cu124",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "multiple-choice",
            "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-5.10.225-213.878.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": "0.5.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.45.2",
            "transformers_commit": null,
            "accelerate_version": "1.0.0",
            "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": "0.13.0",
            "peft_commit": null
        },
        "print_report": true,
        "log_report": true
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 801.5872,
                "max_global_vram": 1192.7552,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.37152
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.073670654296875
                ],
                "count": 1,
                "total": 0.073670654296875,
                "mean": 0.073670654296875,
                "p50": 0.073670654296875,
                "p90": 0.073670654296875,
                "p95": 0.073670654296875,
                "p99": 0.073670654296875,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1087.807488,
                "max_global_vram": 1203.24096,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.03808
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.006292479991912842,
                    0.0060026879310607914,
                    0.006003712177276611,
                    0.0060282878875732426,
                    0.005931935787200928,
                    0.0060078401565551755,
                    0.00601804780960083,
                    0.006041600227355957,
                    0.005994431972503662,
                    0.005970943927764893,
                    0.00592793607711792,
                    0.0059770879745483394,
                    0.005948416233062744,
                    0.005957632064819336,
                    0.005937151908874512,
                    0.005941311836242676,
                    0.005928959846496582,
                    0.005946368217468262,
                    0.005935232162475586,
                    0.005953536033630371,
                    0.005911551952362061,
                    0.006015999794006348,
                    0.005960703849792481,
                    0.005948416233062744,
                    0.005901311874389649,
                    0.005914624214172363,
                    0.005870560169219971,
                    0.005913599967956543,
                    0.005925888061523437,
                    0.0059575681686401365,
                    0.0059526081085205075,
                    0.00591974401473999,
                    0.005928959846496582,
                    0.005938176155090332,
                    0.005908480167388916,
                    0.006074175834655761,
                    0.005949440002441406,
                    0.005935232162475586,
                    0.005911551952362061,
                    0.005926784038543701,
                    0.005928864002227783,
                    0.0059647679328918455,
                    0.005915647983551026,
                    0.0059955201148986816,
                    0.005902207851409912,
                    0.005955584049224853,
                    0.006035391807556152,
                    0.005941152095794678,
                    0.0059064321517944334,
                    0.005966847896575928,
                    0.005988287925720215,
                    0.0059351038932800295,
                    0.005692416191101074,
                    0.005637119770050049,
                    0.005624864101409912,
                    0.005577727794647217,
                    0.0056473278999328615,
                    0.0056514558792114256,
                    0.0056145920753479005,
                    0.005583871841430664,
                    0.00556115198135376,
                    0.005639167785644531,
                    0.005687295913696289,
                    0.0056514558792114256,
                    0.005639167785644531,
                    0.005608448028564453,
                    0.005673984050750733,
                    0.005679103851318359,
                    0.005656576156616211,
                    0.005660672187805176,
                    0.005643263816833496,
                    0.005614528179168701,
                    0.005636096000671387,
                    0.005652480125427246,
                    0.005615615844726562,
                    0.005692543983459472,
                    0.005606400012969971,
                    0.005633024215698243,
                    0.005657792091369629,
                    0.005638144016265869,
                    0.005700607776641845,
                    0.0056483840942382815,
                    0.005687295913696289,
                    0.005606400012969971,
                    0.005654528141021729,
                    0.005647359848022461,
                    0.005629951953887939,
                    0.005676032066345215,
                    0.005595104217529297,
                    0.005612383842468262,
                    0.005657599925994873,
                    0.005652480125427246,
                    0.005661695957183838,
                    0.00562278413772583,
                    0.005642079830169678,
                    0.005628928184509278,
                    0.005633024215698243,
                    0.005637152194976807,
                    0.005619711875915527,
                    0.005672800064086914,
                    0.005646336078643799,
                    0.005628928184509278,
                    0.005684224128723145,
                    0.005624959945678711,
                    0.005677055835723877,
                    0.005860352039337159,
                    0.006091775894165039,
                    0.006003776073455811,
                    0.006087679862976075,
                    0.006013951778411865,
                    0.006030335903167725,
                    0.006023071765899658,
                    0.0060764479637146,
                    0.00602620792388916,
                    0.006053887844085694,
                    0.006067200183868408,
                    0.0060293121337890625,
                    0.005934080123901367,
                    0.006036448001861572,
                    0.005956607818603516,
                    0.006000639915466309,
                    0.005932032108306885,
                    0.005945343971252442,
                    0.005953536033630371,
                    0.005934080123901367,
                    0.005966847896575928,
                    0.005956607818603516,
                    0.005967872142791748,
                    0.005926015853881836,
                    0.00592083215713501,
                    0.005942336082458496,
                    0.005919871807098388,
                    0.005946400165557861,
                    0.005987328052520752,
                    0.005989280223846436,
                    0.005929984092712402,
                    0.006013951778411865,
                    0.005984127998352051,
                    0.006006944179534912,
                    0.0059618239402771,
                    0.006004735946655273,
                    0.005983232021331787,
                    0.005932032108306885,
                    0.005910528182983398,
                    0.005933055877685547,
                    0.005944320201873779,
                    0.005946368217468262,
                    0.005941247940063477,
                    0.005989376068115234,
                    0.0059400639533996585,
                    0.0059658241271972655,
                    0.005922783851623535,
                    0.005954559803009033,
                    0.005941247940063477,
                    0.005920767784118652,
                    0.005925888061523437,
                    0.005975967884063721,
                    0.006008831977844238,
                    0.005950463771820068,
                    0.005955552101135254,
                    0.005945343971252442,
                    0.005934080123901367,
                    0.0060026879310607914,
                    0.0059361281394958495,
                    0.005936063766479492,
                    0.00592793607711792,
                    0.005985280036926269,
                    0.005959680080413818,
                    0.005940415859222412,
                    0.005962751865386963
                ],
                "count": 170,
                "total": 0.997025087833405,
                "mean": 0.005864853457843556,
                "p50": 0.005934080123901367,
                "p90": 0.006014156579971314,
                "p95": 0.006035972714424133,
                "p99": 0.006088949632644653,
                "stdev": 0.000157466045176955,
                "stdev_": 2.684910139849489
            },
            "throughput": {
                "unit": "samples/s",
                "value": 170.50724407489105
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.933731241471866e-08,
                "ram": 3.788868541700933e-08,
                "gpu": 1.345907509473617e-07,
                "total": 2.418167487790897e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4135362.8524447004
            }
        }
    }
}