{
    "config": {
        "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+cu124",
            "_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": {},
            "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": 66697.261056,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.224-212.876.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": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.34.2",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": "0.12.0",
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 792.715264,
                "max_global_vram": 1226.309632,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 533.571072
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.041228515625,
                "mean": 8.041228515625,
                "stdev": 0.0,
                "p50": 8.041228515625,
                "p90": 8.041228515625,
                "p95": 8.041228515625,
                "p99": 8.041228515625,
                "values": [
                    8.041228515625
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 2.4193561805538545e-06,
                "ram": 1.307172070160598e-06,
                "gpu": 3.19250255400097e-06,
                "total": 6.919030804715422e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1047.924736,
                "max_global_vram": 1236.795392,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 449.025024
            },
            "latency": {
                "unit": "s",
                "count": 178,
                "total": 1.0037033576965337,
                "mean": 0.005638782908407489,
                "stdev": 0.0002489384721039144,
                "p50": 0.005568511962890625,
                "p90": 0.005987839984893799,
                "p95": 0.0060819455862045286,
                "p99": 0.006608568224906921,
                "values": [
                    0.006113279819488526,
                    0.0063907837867736815,
                    0.006114304065704346,
                    0.006072319984436035,
                    0.00601804780960083,
                    0.006043647766113281,
                    0.006007808208465576,
                    0.006060031890869141,
                    0.0059985918998718265,
                    0.006062079906463623,
                    0.005983232021331787,
                    0.006051839828491211,
                    0.006316031932830811,
                    0.005518335819244385,
                    0.00531660795211792,
                    0.00532480001449585,
                    0.005306367874145508,
                    0.0053012480735778805,
                    0.005320703983306885,
                    0.0057497601509094234,
                    0.005835775852203369,
                    0.006236159801483154,
                    0.006549503803253174,
                    0.007327744007110596,
                    0.006700032234191895,
                    0.005711904048919678,
                    0.005617663860321045,
                    0.005616640090942383,
                    0.005645311832427978,
                    0.005588992118835449,
                    0.0056145920753479005,
                    0.005567488193511963,
                    0.005570559978485107,
                    0.005611519813537597,
                    0.005578752040863037,
                    0.005612544059753418,
                    0.005567488193511963,
                    0.005566463947296142,
                    0.0056258559226989744,
                    0.005533696174621582,
                    0.005597184181213379,
                    0.005525504112243652,
                    0.005559296131134033,
                    0.005616640090942383,
                    0.005560319900512695,
                    0.005609471797943116,
                    0.005568511962890625,
                    0.00556441593170166,
                    0.005897215843200684,
                    0.00562278413772583,
                    0.00561356782913208,
                    0.005547008037567139,
                    0.005571584224700928,
                    0.005600255966186523,
                    0.005578752040863037,
                    0.005646336078643799,
                    0.005563392162322998,
                    0.005553152084350586,
                    0.005577727794647217,
                    0.005538815975189209,
                    0.005585919857025146,
                    0.005550079822540284,
                    0.005586944103240967,
                    0.005578752040863037,
                    0.005535744190216065,
                    0.0055797758102417,
                    0.005566463947296142,
                    0.005569536209106446,
                    0.005573631763458252,
                    0.0055316481590271,
                    0.00555622386932373,
                    0.005548031806945801,
                    0.00552345609664917,
                    0.005604351997375488,
                    0.005574656009674072,
                    0.005538815975189209,
                    0.005609471797943116,
                    0.005545983791351319,
                    0.0055920639038085935,
                    0.005595136165618897,
                    0.005548031806945801,
                    0.0055808000564575196,
                    0.005573631763458252,
                    0.0056217598915100095,
                    0.0055808000564575196,
                    0.00553984022140503,
                    0.005590015888214111,
                    0.005527552127838135,
                    0.005581823825836182,
                    0.005534719944000244,
                    0.00557260799407959,
                    0.005575679779052735,
                    0.006076416015625,
                    0.005568511962890625,
                    0.005536767959594726,
                    0.005502975940704345,
                    0.005604351997375488,
                    0.005530623912811279,
                    0.005569536209106446,
                    0.00550707197189331,
                    0.005547008037567139,
                    0.005595136165618897,
                    0.005553152084350586,
                    0.005608448028564453,
                    0.00551526403427124,
                    0.005526527881622314,
                    0.005569536209106446,
                    0.005533696174621582,
                    0.0054906878471374515,
                    0.005497856140136719,
                    0.005505023956298828,
                    0.00551423978805542,
                    0.005477375984191894,
                    0.005473279953002929,
                    0.005516287803649903,
                    0.005464064121246338,
                    0.005494783878326416,
                    0.005517312049865723,
                    0.005517312049865723,
                    0.005588992118835449,
                    0.0055214080810546875,
                    0.005557248115539551,
                    0.00556441593170166,
                    0.005538815975189209,
                    0.0055511040687561035,
                    0.005525504112243652,
                    0.005553152084350586,
                    0.0055552000999450684,
                    0.005573631763458252,
                    0.005563392162322998,
                    0.005538815975189209,
                    0.0055244798660278325,
                    0.005692416191101074,
                    0.00551526403427124,
                    0.00552243185043335,
                    0.005601280212402344,
                    0.005530623912811279,
                    0.005548031806945801,
                    0.005512191772460938,
                    0.005530623912811279,
                    0.005641215801239013,
                    0.005530623912811279,
                    0.005581823825836182,
                    0.005541888236999512,
                    0.005537792205810547,
                    0.005850111961364746,
                    0.005547008037567139,
                    0.005577727794647217,
                    0.005570559978485107,
                    0.005529600143432617,
                    0.005559296131134033,
                    0.005811200141906738,
                    0.005734399795532226,
                    0.005516287803649903,
                    0.005535744190216065,
                    0.005566463947296142,
                    0.005547008037567139,
                    0.005574656009674072,
                    0.005539872169494629,
                    0.0054917120933532714,
                    0.0054917120933532714,
                    0.005454847812652588,
                    0.005645311832427978,
                    0.005617663860321045,
                    0.005653503894805908,
                    0.0058009600639343266,
                    0.0065812478065490725,
                    0.0057487359046936035,
                    0.005563392162322998,
                    0.005623807907104492,
                    0.00555622386932373,
                    0.005529600143432617,
                    0.005646336078643799,
                    0.005525504112243652,
                    0.005581823825836182,
                    0.005538815975189209,
                    0.005529600143432617,
                    0.00557260799407959
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 177.343234567337
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.269933600145173e-08,
                "ram": 3.4205484610079765e-08,
                "gpu": 1.2550302437895512e-07,
                "total": 2.224078449904866e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4496244.276108041
            }
        }
    }
}