{
    "config": {
        "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.0+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "multiple-choice",
            "model": "FacebookAI/roberta-base",
            "library": "transformers",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "hub_kwargs": {
                "revision": "main",
                "force_download": false,
                "local_files_only": false,
                "trust_remote_code": false
            },
            "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",
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.29792,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.215-203.850.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": "0.2.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.40.2",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "0.9.16",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 909.422592,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.039104
            },
            "latency": {
                "unit": "s",
                "count": 132,
                "total": 1.0012953577041628,
                "mean": 0.007585570891698201,
                "stdev": 0.0002841699305591639,
                "p50": 0.007668224096298217,
                "p90": 0.007862374210357665,
                "p95": 0.007943614244461059,
                "p99": 0.008483696947097778,
                "values": [
                    0.008058879852294922,
                    0.007662720203399658,
                    0.008749055862426757,
                    0.007955423831939697,
                    0.007969791889190675,
                    0.007962624073028564,
                    0.007933951854705811,
                    0.007725056171417236,
                    0.007747583866119385,
                    0.00778547191619873,
                    0.0077578239440917966,
                    0.007767039775848389,
                    0.00773632001876831,
                    0.007711743831634522,
                    0.007616511821746826,
                    0.007279615879058838,
                    0.007471039772033692,
                    0.0078438401222229,
                    0.007753632068634033,
                    0.007814144134521485,
                    0.00774451208114624,
                    0.0077506561279296875,
                    0.007791584014892578,
                    0.007796671867370606,
                    0.007739424228668213,
                    0.007844863891601562,
                    0.007780352115631104,
                    0.007775231838226319,
                    0.007806975841522217,
                    0.0078919677734375,
                    0.007772160053253174,
                    0.007751679897308349,
                    0.007585792064666748,
                    0.007580671787261963,
                    0.00758681583404541,
                    0.007619487762451172,
                    0.007662591934204102,
                    0.007726079940795898,
                    0.007706624031066894,
                    0.007929823875427245,
                    0.007787519931793213,
                    0.00774348783493042,
                    0.007778304100036621,
                    0.007745535850524903,
                    0.007701504230499268,
                    0.007716864109039307,
                    0.007666687965393066,
                    0.007730175971984863,
                    0.007704512119293213,
                    0.007787519931793213,
                    0.007742464065551758,
                    0.007729152202606201,
                    0.007678976058959961,
                    0.007883776187896728,
                    0.007874559879302979,
                    0.007684095859527588,
                    0.007669760227203369,
                    0.007840767860412597,
                    0.007777279853820801,
                    0.007767039775848389,
                    0.0077506561279296875,
                    0.007710720062255859,
                    0.00773529577255249,
                    0.007905248165130616,
                    0.007841792106628418,
                    0.008134655952453614,
                    0.008640512466430664,
                    0.007764992237091065,
                    0.00779366397857666,
                    0.007708672046661377,
                    0.007721951961517334,
                    0.007712768077850342,
                    0.007646143913269043,
                    0.007484416007995606,
                    0.007401472091674805,
                    0.007643136024475097,
                    0.007558144092559814,
                    0.007370751857757568,
                    0.007357439994812012,
                    0.007469056129455566,
                    0.00749567985534668,
                    0.007700479984283447,
                    0.0075980801582336424,
                    0.007828479766845703,
                    0.007789631843566894,
                    0.007864319801330566,
                    0.007464960098266602,
                    0.007332863807678222,
                    0.007337855815887451,
                    0.007358431816101074,
                    0.007311359882354736,
                    0.007307199954986572,
                    0.007226367950439453,
                    0.007238656044006348,
                    0.007204864025115967,
                    0.007241727828979493,
                    0.007230463981628418,
                    0.0072765440940856935,
                    0.007280640125274658,
                    0.0072765440940856935,
                    0.007222271919250488,
                    0.007259136199951172,
                    0.007227359771728515,
                    0.00719155216217041,
                    0.007201791763305664,
                    0.007277567863464355,
                    0.007245888233184814,
                    0.007255040168762207,
                    0.0072724480628967286,
                    0.007244800090789795,
                    0.00729702377319336,
                    0.007303167819976806,
                    0.007294976234436036,
                    0.007250944137573242,
                    0.0072540159225463864,
                    0.007358463764190673,
                    0.007269375801086426,
                    0.007256063938140869,
                    0.007256063938140869,
                    0.007268352031707764,
                    0.007260159969329834,
                    0.0073471999168395995,
                    0.007288832187652588,
                    0.007258111953735351,
                    0.007357503890991211,
                    0.007308288097381592,
                    0.007288832187652588,
                    0.007291903972625732,
                    0.007279615879058838,
                    0.007169023990631103,
                    0.007181312084197998,
                    0.007185408115386963
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 131.82923398612223
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.253731799346429e-08,
                "ram": 4.5120448339730496e-08,
                "gpu": 1.543037499861105e-07,
                "total": 2.819615163193053e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3546583.282193579
            }
        }
    }
}