{
    "config": {
        "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_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": {},
            "hub_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,
            "latency": true,
            "memory": 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": 66697.293824,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.219-208.866.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": "0.3.1",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.42.4",
            "transformers_commit": null,
            "accelerate_version": "0.32.1",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.7",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 914.046976,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.039104
            },
            "latency": {
                "unit": "s",
                "count": 136,
                "total": 0.9956279664039612,
                "mean": 0.007320793870617362,
                "stdev": 0.00030853858577039624,
                "p50": 0.0072934401035308835,
                "p90": 0.007656447887420655,
                "p95": 0.007738623976707458,
                "p99": 0.007865446376800537,
                "values": [
                    0.008058879852294922,
                    0.007671807765960693,
                    0.007856128215789794,
                    0.007870463848114014,
                    0.007785439968109131,
                    0.0077844481468200685,
                    0.007797760009765625,
                    0.0077578239440917966,
                    0.007732223987579345,
                    0.007700479984283447,
                    0.007613440036773681,
                    0.007615488052368164,
                    0.007546879768371582,
                    0.007498752117156982,
                    0.007568384170532226,
                    0.007556096076965332,
                    0.0076360001564025875,
                    0.007640063762664795,
                    0.007617536067962646,
                    0.007606272220611572,
                    0.007551936149597168,
                    0.007642111778259277,
                    0.0076687359809875484,
                    0.007636928081512452,
                    0.007614463806152344,
                    0.007654399871826172,
                    0.0076277761459350585,
                    0.007581696033477783,
                    0.0076277761459350585,
                    0.007658495903015137,
                    0.007611392021179199,
                    0.0075632638931274416,
                    0.00753868818283081,
                    0.007627840042114258,
                    0.007624703884124756,
                    0.007531519889831543,
                    0.007618591785430908,
                    0.007602176189422607,
                    0.007618559837341309,
                    0.007699456214904785,
                    0.007628799915313721,
                    0.00764518404006958,
                    0.007575551986694336,
                    0.007540736198425293,
                    0.007561215877532959,
                    0.007639039993286132,
                    0.0075632638931274416,
                    0.007588831901550293,
                    0.00760211181640625,
                    0.0074967041015625,
                    0.007513088226318359,
                    0.007486464023590088,
                    0.0072837119102478025,
                    0.007434239864349365,
                    0.007155712127685547,
                    0.0071823358535766605,
                    0.007219200134277344,
                    0.007247871875762939,
                    0.007233535766601563,
                    0.007233535766601563,
                    0.007290880203247071,
                    0.007427072048187256,
                    0.007358463764190673,
                    0.007373824119567871,
                    0.007373824119567871,
                    0.007300127983093261,
                    0.007235583782196045,
                    0.007260159969329834,
                    0.007202847957611084,
                    0.007291903972625732,
                    0.0072325119972229,
                    0.007214079856872559,
                    0.007113728046417236,
                    0.007013376235961914,
                    0.007175168037414551,
                    0.007580671787261963,
                    0.0073155198097229,
                    0.007151616096496582,
                    0.00724889612197876,
                    0.007266304016113281,
                    0.007402495861053467,
                    0.007511040210723877,
                    0.007521279811859131,
                    0.007616511821746826,
                    0.007658495903015137,
                    0.007475200176239013,
                    0.00729804801940918,
                    0.007260159969329834,
                    0.007266304016113281,
                    0.007294976234436036,
                    0.007280640125274658,
                    0.007171072006225586,
                    0.007195648193359375,
                    0.007228415966033935,
                    0.007206912040710449,
                    0.007151616096496582,
                    0.007150591850280762,
                    0.007194623947143554,
                    0.0071526398658752445,
                    0.007185408115386963,
                    0.007196671962738037,
                    0.007163904190063477,
                    0.0071485118865966795,
                    0.00723967981338501,
                    0.0068884482383728025,
                    0.006883327960968018,
                    0.006871039867401123,
                    0.006894559860229492,
                    0.006860799789428711,
                    0.006854656219482422,
                    0.006873087882995605,
                    0.006851583957672119,
                    0.006887423992156983,
                    0.006863872051239014,
                    0.006864895820617676,
                    0.006879231929779053,
                    0.006875135898590088,
                    0.0068853759765625,
                    0.007066624164581299,
                    0.00693555212020874,
                    0.006874112129211426,
                    0.006875135898590088,
                    0.006925343990325928,
                    0.006887423992156983,
                    0.006840320110321045,
                    0.006868959903717041,
                    0.00689356803894043,
                    0.006819839954376221,
                    0.006866943836212158,
                    0.006889472007751465,
                    0.006870016098022461,
                    0.006860799789428711,
                    0.006887423992156983,
                    0.006849535942077637,
                    0.006858751773834228,
                    0.006881279945373535
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 136.59720758066777
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.115319032517691e-08,
                "ram": 4.426606054076884e-08,
                "gpu": 1.5585235446257967e-07,
                "total": 2.812716053285254e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3555282.4425060586
            }
        }
    }
}