{
    "config": {
        "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased",
        "backend": {
            "name": "pytorch",
            "version": "2.3.0+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "fill-mask",
            "library": "transformers",
            "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,
            "latency": true,
            "memory": 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",
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.29792,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.215-203.850.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": "0.2.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.40.2",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.3",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 878.731264,
                "max_global_vram": 1229.45536,
                "max_process_vram": 0.0,
                "max_reserved": 591.396864,
                "max_allocated": 449.269248
            },
            "latency": {
                "unit": "s",
                "count": 144,
                "total": 0.999821311950683,
                "mean": 0.006943203555213081,
                "stdev": 0.0002602942852551612,
                "p50": 0.0069903359413146975,
                "p90": 0.007173529386520386,
                "p95": 0.007270297479629516,
                "p99": 0.007912007708549499,
                "values": [
                    0.007541759967803955,
                    0.007205887794494629,
                    0.007314432144165039,
                    0.007275519847869873,
                    0.007333888053894043,
                    0.00724070405960083,
                    0.007234560012817383,
                    0.007187456130981445,
                    0.007061503887176514,
                    0.007046144008636474,
                    0.007030784130096435,
                    0.007111680030822754,
                    0.007067647933959961,
                    0.007057407855987549,
                    0.006985727787017822,
                    0.007002111911773682,
                    0.007030784130096435,
                    0.007048192024230957,
                    0.0071157760620117185,
                    0.007143424034118652,
                    0.007142399787902832,
                    0.0070522880554199216,
                    0.0070860800743103025,
                    0.007077888011932373,
                    0.007172095775604248,
                    0.00714035177230835,
                    0.007146495819091797,
                    0.007094272136688232,
                    0.007096320152282715,
                    0.007048192024230957,
                    0.007046144008636474,
                    0.007038976192474365,
                    0.007107583999633789,
                    0.007054336071014404,
                    0.007018496036529541,
                    0.006930431842803955,
                    0.006948863983154297,
                    0.006993919849395752,
                    0.006977536201477051,
                    0.006939648151397705,
                    0.007045119762420654,
                    0.007065599918365479,
                    0.00709939193725586,
                    0.007072768211364746,
                    0.007159808158874512,
                    0.007098368167877197,
                    0.007139328002929687,
                    0.007003136157989502,
                    0.007008255958557129,
                    0.007090176105499267,
                    0.007094272136688232,
                    0.007015423774719238,
                    0.007005184173583984,
                    0.006969344139099121,
                    0.0069847040176391605,
                    0.006971392154693603,
                    0.007017471790313721,
                    0.007024640083312988,
                    0.007174143791198731,
                    0.006993919849395752,
                    0.007003136157989502,
                    0.006986752033233643,
                    0.007023615837097168,
                    0.006977536201477051,
                    0.006986752033233643,
                    0.0070225920677185055,
                    0.007062528133392334,
                    0.007006207942962647,
                    0.00714137601852417,
                    0.007147520065307617,
                    0.007144447803497315,
                    0.007181312084197998,
                    0.007058432102203369,
                    0.007003136157989502,
                    0.007087103843688965,
                    0.006998015880584717,
                    0.007095295906066895,
                    0.006956031799316406,
                    0.006970367908477783,
                    0.006872064113616944,
                    0.00684441614151001,
                    0.0069550080299377445,
                    0.006909952163696289,
                    0.006689792156219483,
                    0.006646783828735352,
                    0.0067338237762451176,
                    0.006831103801727295,
                    0.006860799789428711,
                    0.006957056045532227,
                    0.0072130560874938965,
                    0.007087103843688965,
                    0.007457791805267334,
                    0.008080384254455567,
                    0.007912447929382324,
                    0.007911424160003662,
                    0.00673689603805542,
                    0.0067717118263244626,
                    0.006772736072540283,
                    0.006710271835327148,
                    0.00667955207824707,
                    0.006638591766357422,
                    0.006666240215301514,
                    0.006759424209594727,
                    0.00669593620300293,
                    0.006668288230895996,
                    0.006699007987976074,
                    0.006631423950195312,
                    0.0066304001808166506,
                    0.006625279903411865,
                    0.006631423950195312,
                    0.006609920024871826,
                    0.006626304149627686,
                    0.006658048152923584,
                    0.006642687797546387,
                    0.006648831844329834,
                    0.006666240215301514,
                    0.006665215969085693,
                    0.006659071922302246,
                    0.006863872051239014,
                    0.006652927875518798,
                    0.00667955207824707,
                    0.006645760059356689,
                    0.0066304001808166506,
                    0.006652927875518798,
                    0.00667852783203125,
                    0.006864895820617676,
                    0.006683648109436035,
                    0.006686719894409179,
                    0.006639616012573242,
                    0.006662144184112549,
                    0.006694911956787109,
                    0.006615039825439453,
                    0.006708223819732666,
                    0.006626304149627686,
                    0.0066304001808166506,
                    0.0066416640281677245,
                    0.0066447358131408694,
                    0.006603775978088379,
                    0.006661119937896728,
                    0.0066344962120056155,
                    0.006625279903411865,
                    0.006646783828735352,
                    0.006642687797546387,
                    0.006616064071655273
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 144.02573567775963
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.506879321633513e-08,
                "ram": 4.1036746570401334e-08,
                "gpu": 1.4371846940506312e-07,
                "total": 2.598240091917996e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3848759.023889165
            }
        }
    }
}