{
    "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": "4.43.4",
            "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": 713.977856,
                "max_global_vram": 1218.9696,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 533.571072
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.19387255859375,
                "mean": 7.19387255859375,
                "stdev": 0.0,
                "p50": 7.19387255859375,
                "p90": 7.19387255859375,
                "p95": 7.19387255859375,
                "p99": 7.19387255859375,
                "values": [
                    7.19387255859375
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 9.227864798609809e-07,
                "ram": 4.894563901974788e-07,
                "gpu": 0.0,
                "total": 1.4122428700584598e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 881.033216,
                "max_global_vram": 1229.45536,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 449.025024
            },
            "latency": {
                "unit": "s",
                "count": 198,
                "total": 1.0003916454315185,
                "mean": 0.005052483057734942,
                "stdev": 0.00023926620656031434,
                "p50": 0.004937727928161621,
                "p90": 0.005304217624664307,
                "p95": 0.005562982320785522,
                "p99": 0.005923153662681579,
                "values": [
                    0.005919712066650391,
                    0.006034431934356689,
                    0.005864448070526123,
                    0.005858304023742676,
                    0.005777408123016357,
                    0.005725183963775635,
                    0.005681151866912842,
                    0.006242303848266601,
                    0.005320703983306885,
                    0.0049725441932678225,
                    0.004929535865783692,
                    0.004908031940460205,
                    0.004890624046325683,
                    0.004911104202270508,
                    0.004899839878082276,
                    0.004872191905975342,
                    0.0048895998001098635,
                    0.004894720077514648,
                    0.004910079956054687,
                    0.0049387521743774416,
                    0.004898816108703613,
                    0.004892672061920166,
                    0.004902912139892578,
                    0.004910079956054687,
                    0.004897791862487793,
                    0.004887551784515381,
                    0.004891647815704346,
                    0.004936704158782959,
                    0.004897791862487793,
                    0.004863999843597412,
                    0.004881408214569092,
                    0.004900864124298096,
                    0.004929535865783692,
                    0.004900864124298096,
                    0.0048895998001098635,
                    0.004893695831298828,
                    0.004977663993835449,
                    0.0048865280151367185,
                    0.004877312183380127,
                    0.004869120121002197,
                    0.004880383968353271,
                    0.004890624046325683,
                    0.004878335952758789,
                    0.004869120121002197,
                    0.004895743846893311,
                    0.004888576030731201,
                    0.004876287937164306,
                    0.004880383968353271,
                    0.004869120121002197,
                    0.004898816108703613,
                    0.004884479999542236,
                    0.00486195182800293,
                    0.004853759765625,
                    0.004865024089813232,
                    0.0049090561866760255,
                    0.0048568320274353025,
                    0.004857855796813965,
                    0.004863999843597412,
                    0.004877312183380127,
                    0.004899839878082276,
                    0.005411839962005615,
                    0.005128191947937012,
                    0.005048319816589355,
                    0.00511078405380249,
                    0.0050841598510742185,
                    0.005079040050506592,
                    0.005075967788696289,
                    0.005061632156372071,
                    0.00506982421875,
                    0.005049344062805176,
                    0.004890624046325683,
                    0.004937727928161621,
                    0.004877312183380127,
                    0.004876287937164306,
                    0.004907008171081543,
                    0.0048527359962463375,
                    0.004882431983947754,
                    0.00486195182800293,
                    0.0048793601989746095,
                    0.0048895998001098635,
                    0.004897791862487793,
                    0.004887551784515381,
                    0.004883456230163574,
                    0.0049459199905395506,
                    0.0048752641677856446,
                    0.0048558077812194825,
                    0.0048558077812194825,
                    0.0048558077812194825,
                    0.004903935909271241,
                    0.00487116813659668,
                    0.004838399887084961,
                    0.004869120121002197,
                    0.004878335952758789,
                    0.004894720077514648,
                    0.004865024089813232,
                    0.004860928058624267,
                    0.004873216152191162,
                    0.004931583881378174,
                    0.004937727928161621,
                    0.004981760025024414,
                    0.004960256099700928,
                    0.004980735778808594,
                    0.004893695831298828,
                    0.004899839878082276,
                    0.004876287937164306,
                    0.004882431983947754,
                    0.00491315221786499,
                    0.004882431983947754,
                    0.0048895998001098635,
                    0.004901887893676758,
                    0.004899839878082276,
                    0.0049203200340270994,
                    0.004874239921569825,
                    0.004882431983947754,
                    0.004887551784515381,
                    0.004908031940460205,
                    0.004876287937164306,
                    0.004866047859191895,
                    0.004924416065216064,
                    0.005437439918518067,
                    0.005131264209747314,
                    0.005102591991424561,
                    0.004937727928161621,
                    0.004881408214569092,
                    0.0048855037689208985,
                    0.004851712226867676,
                    0.004853759765625,
                    0.004891647815704346,
                    0.0048752641677856446,
                    0.004955135822296143,
                    0.005331967830657959,
                    0.005193727970123291,
                    0.005181439876556396,
                    0.005201920032501221,
                    0.005361663818359375,
                    0.005121024131774903,
                    0.005127168178558349,
                    0.005134335994720459,
                    0.005158912181854248,
                    0.005130239963531494,
                    0.005167103767395019,
                    0.005181439876556396,
                    0.005142528057098389,
                    0.005127168178558349,
                    0.005129216194152832,
                    0.0051363840103149415,
                    0.0051036162376403805,
                    0.005116928100585938,
                    0.005141503810882568,
                    0.005116928100585938,
                    0.005091328144073487,
                    0.005128191947937012,
                    0.005134335994720459,
                    0.005122047901153564,
                    0.005131264209747314,
                    0.005132287979125977,
                    0.005116928100585938,
                    0.005092351913452148,
                    0.005141503810882568,
                    0.005132287979125977,
                    0.0051036162376403805,
                    0.005096447944641113,
                    0.00555622386932373,
                    0.005099520206451416,
                    0.005130239963531494,
                    0.005097472190856934,
                    0.005128191947937012,
                    0.0051138558387756345,
                    0.005124095916748047,
                    0.005111807823181152,
                    0.005117951869964599,
                    0.005122047901153564,
                    0.005127168178558349,
                    0.005181439876556396,
                    0.005506048202514649,
                    0.005601280212402344,
                    0.005618688106536865,
                    0.0052971520423889164,
                    0.005346303939819336,
                    0.005552127838134766,
                    0.005295104026794434,
                    0.005228544235229492,
                    0.005169151782989502,
                    0.005124095916748047,
                    0.0051435518264770505,
                    0.005285888195037842,
                    0.0051435518264770505,
                    0.005161983966827393,
                    0.005198847770690918,
                    0.005111807823181152,
                    0.005153791904449463,
                    0.005155839920043945,
                    0.005091328144073487,
                    0.0051138558387756345,
                    0.005123072147369385,
                    0.00511897611618042,
                    0.005371903896331787,
                    0.005195775985717774
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 197.92248456312606
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.059073172123072e-08,
                "ram": 3.312838553173707e-08,
                "gpu": 1.2578241355102116e-07,
                "total": 2.1950153080398897e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4555776.88382038
            }
        }
    }
}