{
    "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": {},
            "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": 66697.25696,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.220-209.869.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": "4.44.0",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.0",
            "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": 715.616256,
                "max_global_vram": 1218.9696,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 533.571072
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.09199267578125,
                "mean": 7.09199267578125,
                "stdev": 0.0,
                "p50": 7.09199267578125,
                "p90": 7.09199267578125,
                "p95": 7.09199267578125,
                "p99": 7.09199267578125,
                "values": [
                    7.09199267578125
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 9.356835888892492e-07,
                "ram": 4.970149719836115e-07,
                "gpu": 0.0,
                "total": 1.4326985608728608e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 882.802688,
                "max_global_vram": 1229.45536,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 449.025024
            },
            "latency": {
                "unit": "s",
                "count": 191,
                "total": 1.001721155166626,
                "mean": 0.005244613377835737,
                "stdev": 0.0001944120529675522,
                "p50": 0.005277696132659912,
                "p90": 0.005373023986816407,
                "p95": 0.005570560216903686,
                "p99": 0.0059115519046783445,
                "values": [
                    0.005888000011444092,
                    0.006003712177276611,
                    0.005901311874389649,
                    0.005781504154205322,
                    0.00582860803604126,
                    0.00582041597366333,
                    0.005773312091827393,
                    0.006187007904052734,
                    0.005599232196807862,
                    0.005319680213928223,
                    0.005197824001312256,
                    0.0051036162376403805,
                    0.005053440093994141,
                    0.005057536125183106,
                    0.0050206718444824215,
                    0.005035007953643799,
                    0.005032959938049316,
                    0.005041152000427246,
                    0.005075967788696289,
                    0.005098495960235596,
                    0.005130239963531494,
                    0.005082111835479736,
                    0.005403647899627686,
                    0.005329919815063477,
                    0.005264383792877197,
                    0.005511168003082275,
                    0.005347328186035156,
                    0.005312511920928955,
                    0.0053002238273620605,
                    0.005339136123657226,
                    0.005305344104766845,
                    0.005275648117065429,
                    0.0053002238273620605,
                    0.005299200057983398,
                    0.005277696132659912,
                    0.005285888195037842,
                    0.005307392120361328,
                    0.0052798080444335935,
                    0.005370880126953125,
                    0.005287936210632324,
                    0.005269504070281982,
                    0.005303296089172363,
                    0.005291007995605469,
                    0.005272575855255127,
                    0.005273600101470947,
                    0.005277696132659912,
                    0.005280767917633057,
                    0.005131264209747314,
                    0.005107711791992187,
                    0.0050800638198852536,
                    0.005246975898742676,
                    0.005311488151550293,
                    0.00530841588973999,
                    0.0052899842262268066,
                    0.005325823783874512,
                    0.0053012480735778805,
                    0.005693439960479736,
                    0.005481472015380859,
                    0.005298175811767578,
                    0.005264383792877197,
                    0.005323775768280029,
                    0.005280767917633057,
                    0.005296127796173096,
                    0.00536678409576416,
                    0.005361663818359375,
                    0.005362688064575195,
                    0.005395455837249756,
                    0.005421055793762207,
                    0.00531660795211792,
                    0.005368832111358642,
                    0.0053340158462524415,
                    0.005337088108062744,
                    0.005373023986816407,
                    0.005302271842956543,
                    0.005286911964416504,
                    0.005344255924224854,
                    0.005295135974884033,
                    0.005299200057983398,
                    0.005356544017791748,
                    0.005312511920928955,
                    0.00531660795211792,
                    0.005344255924224854,
                    0.005310463905334473,
                    0.00530841588973999,
                    0.005328896045684814,
                    0.00530944013595581,
                    0.005310463905334473,
                    0.005359615802764893,
                    0.0053012480735778805,
                    0.005321728229522705,
                    0.005327936172485352,
                    0.005279744148254394,
                    0.005287936210632324,
                    0.005305344104766845,
                    0.005322751998901368,
                    0.005311488151550293,
                    0.005452799797058106,
                    0.0053350400924682614,
                    0.005303296089172363,
                    0.005321728229522705,
                    0.005302271842956543,
                    0.0053340158462524415,
                    0.005339136123657226,
                    0.005313536167144775,
                    0.0053002238273620605,
                    0.005340159893035889,
                    0.005279744148254394,
                    0.005269504070281982,
                    0.005541888236999512,
                    0.005268479824066162,
                    0.005127168178558349,
                    0.005086207866668701,
                    0.0050841598510742185,
                    0.005054463863372802,
                    0.005057536125183106,
                    0.005079040050506592,
                    0.005092351913452148,
                    0.005057536125183106,
                    0.005035007953643799,
                    0.005015552043914795,
                    0.00546611213684082,
                    0.005276671886444092,
                    0.005319680213928223,
                    0.005265408039093018,
                    0.005277696132659912,
                    0.0053647360801696775,
                    0.005282815933227539,
                    0.00531763219833374,
                    0.005422080039978027,
                    0.0052971520423889164,
                    0.005269504070281982,
                    0.0053309440612792965,
                    0.005299200057983398,
                    0.005285888195037842,
                    0.00532480001449585,
                    0.0052408318519592285,
                    0.0051968002319335935,
                    0.005214208126068115,
                    0.00506982421875,
                    0.005031936168670655,
                    0.005038080215454102,
                    0.005053440093994141,
                    0.005028863906860351,
                    0.005005311965942383,
                    0.005029952049255371,
                    0.0050769920349121095,
                    0.005066751956939697,
                    0.0050462718009948735,
                    0.00510975980758667,
                    0.005082111835479736,
                    0.005083136081695557,
                    0.005062655925750732,
                    0.005061632156372071,
                    0.005091328144073487,
                    0.005061632156372071,
                    0.0050421757698059086,
                    0.005075967788696289,
                    0.005083136081695557,
                    0.005051392078399658,
                    0.005049344062805176,
                    0.005071872234344482,
                    0.005033984184265137,
                    0.0050503678321838375,
                    0.005037055969238281,
                    0.0050657281875610355,
                    0.0050769920349121095,
                    0.005063680171966553,
                    0.005054463863372802,
                    0.005059584140777588,
                    0.005083136081695557,
                    0.005061632156372071,
                    0.0050800638198852536,
                    0.00511078405380249,
                    0.005070847988128662,
                    0.005049344062805176,
                    0.005093376159667969,
                    0.005066751956939697,
                    0.005061632156372071,
                    0.005061632156372071,
                    0.0050954241752624516,
                    0.005102591991424561,
                    0.005059584140777588,
                    0.005056511878967285,
                    0.005085184097290039,
                    0.005044223785400391,
                    0.0050657281875610355,
                    0.005083136081695557,
                    0.005049344062805176,
                    0.005089280128479004,
                    0.005062655925750732,
                    0.00510975980758667
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 190.67182420464022
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.019857445360636e-08,
                "ram": 3.288376377908609e-08,
                "gpu": 1.237564441827413e-07,
                "total": 2.168387824154338e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4611721.1545863375
            }
        }
    }
}