{
    "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": 909.778944,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.039104
            },
            "latency": {
                "unit": "s",
                "count": 135,
                "total": 1.0020632610321047,
                "mean": 0.007422690822460033,
                "stdev": 0.0001928367503758692,
                "p50": 0.007385087966918945,
                "p90": 0.007639449596405029,
                "p95": 0.007807443284988403,
                "p99": 0.008154500827789306,
                "values": [
                    0.008125439643859863,
                    0.007875584125518798,
                    0.007912447929382324,
                    0.007787456035614013,
                    0.007641088008880615,
                    0.0076267518997192385,
                    0.00760422420501709,
                    0.007452672004699707,
                    0.007595071792602539,
                    0.007527423858642578,
                    0.007456736087799072,
                    0.007432191848754883,
                    0.007377024173736572,
                    0.007336959838867187,
                    0.007321599960327148,
                    0.007422976016998291,
                    0.008245247840881348,
                    0.007854080200195313,
                    0.007442431926727295,
                    0.007503839969635009,
                    0.0074997758865356446,
                    0.00765235185623169,
                    0.007449600219726562,
                    0.007402495861053467,
                    0.007502848148345947,
                    0.00745472002029419,
                    0.007636991977691651,
                    0.007455743789672851,
                    0.007426047801971435,
                    0.0074741759300231934,
                    0.007469056129455566,
                    0.007485439777374267,
                    0.007419904232025146,
                    0.007372799873352051,
                    0.007324672222137451,
                    0.0074065918922424315,
                    0.007370751857757568,
                    0.007443456172943115,
                    0.007504896163940429,
                    0.007605247974395752,
                    0.007474143981933593,
                    0.007516160011291504,
                    0.007385087966918945,
                    0.007425119876861572,
                    0.007412735939025879,
                    0.007391232013702393,
                    0.007337984085083008,
                    0.007400447845458984,
                    0.007412735939025879,
                    0.007292928218841553,
                    0.007374815940856934,
                    0.007375872135162354,
                    0.007318528175354004,
                    0.007334911823272705,
                    0.007267327785491944,
                    0.0073134078979492185,
                    0.007479296207427978,
                    0.00738918399810791,
                    0.0073359360694885255,
                    0.007402495861053467,
                    0.007417856216430664,
                    0.007374847888946533,
                    0.007237631797790528,
                    0.007296000003814697,
                    0.007335872173309326,
                    0.007415808200836181,
                    0.008169471740722656,
                    0.007468031883239746,
                    0.007449600219726562,
                    0.007508992195129394,
                    0.007392255783081054,
                    0.007327744007110596,
                    0.007293951988220215,
                    0.007385087966918945,
                    0.007427072048187256,
                    0.007366655826568603,
                    0.007217152118682861,
                    0.007094272136688232,
                    0.007281472206115722,
                    0.007178239822387696,
                    0.007032896041870117,
                    0.006987775802612305,
                    0.007072768211364746,
                    0.007450623989105225,
                    0.0077619199752807615,
                    0.007688191890716553,
                    0.007739391803741455,
                    0.007890944004058837,
                    0.007694176197052002,
                    0.0075345921516418455,
                    0.007487455844879151,
                    0.007603136062622071,
                    0.007305215835571289,
                    0.007455872058868408,
                    0.0073768959045410155,
                    0.007292928218841553,
                    0.007256063938140869,
                    0.007260032176971435,
                    0.007244800090789795,
                    0.007355391979217529,
                    0.007329792022705078,
                    0.007287807941436767,
                    0.007285759925842285,
                    0.007362559795379638,
                    0.007523327827453613,
                    0.007284736156463623,
                    0.007274367809295654,
                    0.007293951988220215,
                    0.007332863807678222,
                    0.0072468481063842774,
                    0.007234560012817383,
                    0.007336959838867187,
                    0.007345151901245117,
                    0.007311359882354736,
                    0.007260159969329834,
                    0.007334911823272705,
                    0.007524352073669433,
                    0.007333920001983642,
                    0.007355391979217529,
                    0.00729702377319336,
                    0.00723967981338501,
                    0.007315392017364502,
                    0.00729804801940918,
                    0.007305215835571289,
                    0.007292928218841553,
                    0.007320543766021728,
                    0.007307263851165771,
                    0.007284736156463623,
                    0.007243775844573975,
                    0.007275519847869873,
                    0.0074997758865356446,
                    0.007374815940856934,
                    0.007398399829864502,
                    0.007353312015533448,
                    0.007329792022705078
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 134.72203327857045
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.468125074628801e-08,
                "ram": 4.628627736695177e-08,
                "gpu": 1.5826203137142434e-07,
                "total": 2.892295594846641e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3457461.269801586
            }
        }
    }
}