{
    "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": {},
            "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": 66697.293824,
            "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": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.43.3",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.8",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 718.15168,
                "max_global_vram": 1185.415168,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.37152
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.17727734375,
                "mean": 7.17727734375,
                "stdev": 0.0,
                "p50": 7.17727734375,
                "p90": 7.17727734375,
                "p95": 7.17727734375,
                "p99": 7.17727734375,
                "values": [
                    7.17727734375
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 8.876098526848687e-07,
                "ram": 4.7077649797917806e-07,
                "gpu": 1.6788902319998453e-06,
                "total": 3.0372765826638922e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 917.97504,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.038592
            },
            "latency": {
                "unit": "s",
                "count": 142,
                "total": 0.9993767690658572,
                "mean": 0.007037864570886317,
                "stdev": 0.0002105833165897493,
                "p50": 0.006964287996292114,
                "p90": 0.007240492868423462,
                "p95": 0.007447091388702393,
                "p99": 0.007973499035835266,
                "values": [
                    0.008046591758728027,
                    0.007981056213378907,
                    0.007962624073028564,
                    0.007907328128814697,
                    0.007068672180175781,
                    0.006996992111206054,
                    0.006998015880584717,
                    0.0069918718338012695,
                    0.007015391826629639,
                    0.006941696166992187,
                    0.006917119979858399,
                    0.006931456089019775,
                    0.006923264026641846,
                    0.006892543792724609,
                    0.00693452787399292,
                    0.006870016098022461,
                    0.006880256175994873,
                    0.006929408073425293,
                    0.0068915200233459475,
                    0.006880256175994873,
                    0.006895616054534912,
                    0.006945792198181152,
                    0.006931456089019775,
                    0.006915071964263916,
                    0.006918144226074219,
                    0.006905856132507324,
                    0.006879231929779053,
                    0.006936575889587402,
                    0.006936575889587402,
                    0.0069027838706970214,
                    0.006874112129211426,
                    0.00688640022277832,
                    0.006870016098022461,
                    0.0068986878395080565,
                    0.0068577280044555666,
                    0.00687718391418457,
                    0.00689356803894043,
                    0.0068915200233459475,
                    0.006905856132507324,
                    0.006889472007751465,
                    0.006913023948669434,
                    0.006882304191589355,
                    0.006880256175994873,
                    0.006906879901885986,
                    0.006894591808319092,
                    0.00698367977142334,
                    0.00707583999633789,
                    0.007029759883880615,
                    0.007014400005340577,
                    0.007102464199066162,
                    0.007234560012817383,
                    0.007124991893768311,
                    0.006980607986450196,
                    0.007009280204772949,
                    0.006967360019683838,
                    0.006974463939666748,
                    0.006958079814910889,
                    0.00696121597290039,
                    0.006938623905181885,
                    0.006977536201477051,
                    0.006949888229370117,
                    0.006957056045532227,
                    0.007238592147827148,
                    0.007226367950439453,
                    0.007198719978332519,
                    0.007226367950439453,
                    0.007132160186767578,
                    0.006958079814910889,
                    0.006941696166992187,
                    0.006961152076721191,
                    0.007019519805908203,
                    0.006953983783721924,
                    0.006952896118164063,
                    0.006957056045532227,
                    0.00695091199874878,
                    0.006988800048828125,
                    0.006998015880584717,
                    0.007002111911773682,
                    0.007098368167877197,
                    0.007172095775604248,
                    0.006970367908477783,
                    0.007001088142395019,
                    0.007004159927368164,
                    0.006973440170288086,
                    0.006958079814910889,
                    0.006948832035064697,
                    0.006961152076721191,
                    0.006927360057830811,
                    0.0070860800743103025,
                    0.007015423774719238,
                    0.0070256638526916505,
                    0.007156735897064209,
                    0.007342016220092774,
                    0.007514111995697022,
                    0.00743833589553833,
                    0.0074711041450500485,
                    0.0074629120826721195,
                    0.00744755220413208,
                    0.007244800090789795,
                    0.007225344181060791,
                    0.0072499198913574215,
                    0.007258111953735351,
                    0.00724070405960083,
                    0.007214079856872559,
                    0.007154687881469727,
                    0.007193600177764893,
                    0.007127999782562256,
                    0.007168000221252442,
                    0.006980576038360596,
                    0.006948927879333496,
                    0.006977536201477051,
                    0.006971392154693603,
                    0.006961152076721191,
                    0.006936575889587402,
                    0.006957056045532227,
                    0.006958079814910889,
                    0.006957056045532227,
                    0.006985695838928223,
                    0.0069959678649902345,
                    0.006969344139099121,
                    0.007383039951324463,
                    0.00698367977142334,
                    0.006956031799316406,
                    0.006980607986450196,
                    0.006968319892883301,
                    0.006936575889587402,
                    0.006946815967559815,
                    0.007041024208068848,
                    0.006981664180755616,
                    0.006937600135803222,
                    0.006947840213775635,
                    0.006974463939666748,
                    0.006953983783721924,
                    0.00698367977142334,
                    0.00694374418258667,
                    0.006978591918945312,
                    0.006944767951965332,
                    0.006900735855102539,
                    0.00689356803894043,
                    0.006917119979858399,
                    0.006872064113616944,
                    0.006903808116912841
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 142.08855398222937
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.43199608455595e-08,
                "ram": 4.6068770032068204e-08,
                "gpu": 1.584930345957436e-07,
                "total": 2.888817654733713e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3461623.8181782314
            }
        }
    }
}