{
    "config": {
        "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "fill-mask",
            "library": "transformers",
            "model_type": "bert",
            "model": "google-bert/bert-base-uncased",
            "processor": "google-bert/bert-base-uncased",
            "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,
            "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": "0.3.1",
            "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": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 712.216576,
                "max_global_vram": 1218.9696,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 533.57312
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.15112939453125,
                "mean": 7.15112939453125,
                "stdev": 0.0,
                "p50": 7.15112939453125,
                "p90": 7.15112939453125,
                "p95": 7.15112939453125,
                "p99": 7.15112939453125,
                "values": [
                    7.15112939453125
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 9.285012880961102e-07,
                "ram": 4.834496537624016e-07,
                "gpu": 1.7452791739999349e-06,
                "total": 3.157230115858447e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 878.702592,
                "max_global_vram": 1229.45536,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 449.025024
            },
            "latency": {
                "unit": "s",
                "count": 183,
                "total": 1.0027490248680109,
                "mean": 0.005479502868131209,
                "stdev": 0.00019125043365667645,
                "p50": 0.0054271998405456545,
                "p90": 0.005713919925689697,
                "p95": 0.005741158485412598,
                "p99": 0.005928632297515871,
                "values": [
                    0.00587775993347168,
                    0.006160384178161621,
                    0.0055848960876464845,
                    0.005536767959594726,
                    0.005540863990783691,
                    0.0054609918594360355,
                    0.005502975940704345,
                    0.00546611213684082,
                    0.0055848960876464845,
                    0.00556441593170166,
                    0.0055285758972167965,
                    0.005451776027679443,
                    0.005387263774871826,
                    0.005384191989898681,
                    0.005431295871734619,
                    0.00531660795211792,
                    0.005246975898742676,
                    0.0052408318519592285,
                    0.0052705278396606445,
                    0.005342207908630371,
                    0.005411839962005615,
                    0.005403647899627686,
                    0.005393407821655274,
                    0.005444608211517334,
                    0.005399551868438721,
                    0.00541593599319458,
                    0.005339136123657226,
                    0.005269504070281982,
                    0.005351424217224121,
                    0.005362720012664795,
                    0.0057077760696411135,
                    0.005691391944885254,
                    0.005726208209991455,
                    0.0056852478981018065,
                    0.0057077760696411135,
                    0.005652480125427246,
                    0.005868544101715088,
                    0.005643263816833496,
                    0.00572108793258667,
                    0.00566476821899414,
                    0.005709824085235596,
                    0.005569536209106446,
                    0.005508096218109131,
                    0.005548031806945801,
                    0.005606400012969971,
                    0.0056145920753479005,
                    0.005544960021972656,
                    0.005533696174621582,
                    0.005734399795532226,
                    0.005629951953887939,
                    0.005673984050750733,
                    0.005709824085235596,
                    0.005736447811126709,
                    0.005744639873504639,
                    0.0057149438858032225,
                    0.006373439788818359,
                    0.005667840003967285,
                    0.005636096000671387,
                    0.005609471797943116,
                    0.005703680038452149,
                    0.005718016147613526,
                    0.005692416191101074,
                    0.00566476821899414,
                    0.0056514558792114256,
                    0.00573747205734253,
                    0.005689343929290771,
                    0.0055623679161071774,
                    0.005629951953887939,
                    0.005647359848022461,
                    0.0057077760696411135,
                    0.005727231979370117,
                    0.005637119770050049,
                    0.005640192031860352,
                    0.0056145920753479005,
                    0.005633024215698243,
                    0.00557260799407959,
                    0.005611519813537597,
                    0.005600255966186523,
                    0.005627903938293457,
                    0.005734399795532226,
                    0.005744639873504639,
                    0.005757952213287353,
                    0.0057415680885314945,
                    0.00576204776763916,
                    0.005747712135314941,
                    0.005661695957183838,
                    0.0057077760696411135,
                    0.005658624172210694,
                    0.005699584007263184,
                    0.005641215801239013,
                    0.005605375766754151,
                    0.005702655792236328,
                    0.005569536209106446,
                    0.0055285758972167965,
                    0.0055316481590271,
                    0.005338111877441406,
                    0.0054271998405456545,
                    0.0055623679161071774,
                    0.005538815975189209,
                    0.005305344104766845,
                    0.005314559936523438,
                    0.005320703983306885,
                    0.005311488151550293,
                    0.005338111877441406,
                    0.005554175853729248,
                    0.005508096218109131,
                    0.005475327968597412,
                    0.005496831893920898,
                    0.005574656009674072,
                    0.005553152084350586,
                    0.005628928184509278,
                    0.005696512222290039,
                    0.005554175853729248,
                    0.005386240005493164,
                    0.005321728229522705,
                    0.005347328186035156,
                    0.005345280170440674,
                    0.005286911964416504,
                    0.005347328186035156,
                    0.005312511920928955,
                    0.005602303981781006,
                    0.005341184139251709,
                    0.0053647360801696775,
                    0.005302271842956543,
                    0.005325823783874512,
                    0.005299200057983398,
                    0.005275648117065429,
                    0.005299200057983398,
                    0.005307392120361328,
                    0.005283840179443359,
                    0.005282815933227539,
                    0.005282815933227539,
                    0.0053012480735778805,
                    0.00530841588973999,
                    0.00530944013595581,
                    0.00530841588973999,
                    0.00531660795211792,
                    0.005282815933227539,
                    0.005273600101470947,
                    0.005320703983306885,
                    0.005303296089172363,
                    0.005283840179443359,
                    0.005314559936523438,
                    0.005269504070281982,
                    0.005287936210632324,
                    0.0053350400924682614,
                    0.005310463905334473,
                    0.005258240222930908,
                    0.005328896045684814,
                    0.005274623870849609,
                    0.0054241280555725096,
                    0.005303296089172363,
                    0.005329919815063477,
                    0.005257215976715088,
                    0.005242879867553711,
                    0.005201920032501221,
                    0.005206016063690186,
                    0.005220352172851562,
                    0.005351424217224121,
                    0.005298175811767578,
                    0.005283840179443359,
                    0.0052971520423889164,
                    0.005329919815063477,
                    0.00526643180847168,
                    0.005322751998901368,
                    0.00530944013595581,
                    0.005277696132659912,
                    0.005298175811767578,
                    0.0053012480735778805,
                    0.005305344104766845,
                    0.005326848030090332,
                    0.005313536167144775,
                    0.005348351955413819,
                    0.005331967830657959,
                    0.005313536167144775,
                    0.005305344104766845,
                    0.005343232154846191,
                    0.005326848030090332,
                    0.00532480001449585,
                    0.005340159893035889,
                    0.005339136123657226,
                    0.005302271842956543,
                    0.0053340158462524415
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 182.49830761399915
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.061727413379687e-08,
                "ram": 3.31410650576135e-08,
                "gpu": 1.228218102755099e-07,
                "total": 2.1658014946692025e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4617228.321530624
            }
        }
    }
}