{
    "config": {
        "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+rocm5.7",
            "_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,
            "latency": true,
            "memory": true,
            "energy": false,
            "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 7763 64-Core Processor",
            "cpu_count": 128,
            "cpu_ram_mb": 1082015.236096,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "Advanced Micro Devices, Inc. [AMD/ATI]"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 68702699520,
            "optimum_benchmark_version": "0.3.1",
            "optimum_benchmark_commit": "402644384abc46743e46dac65be6512bc68c9d92",
            "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": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1010.958336,
                "max_global_vram": 938.651648,
                "max_process_vram": 144065.298432,
                "max_reserved": 589.299712,
                "max_allocated": 439.6928
            },
            "latency": {
                "unit": "s",
                "count": 137,
                "total": 1.0019398589134216,
                "mean": 0.007313429627105268,
                "stdev": 0.00044252860680926026,
                "p50": 0.007027021884918213,
                "p90": 0.007897740173339843,
                "p95": 0.007942476177215576,
                "p99": 0.008180542907714843,
                "values": [
                    0.008971016883850097,
                    0.008201739311218263,
                    0.008142860412597656,
                    0.00810525894165039,
                    0.008045260429382323,
                    0.007942220211029053,
                    0.007904139995574952,
                    0.00792110013961792,
                    0.007870220184326171,
                    0.007941259860992431,
                    0.00794350004196167,
                    0.007920458793640136,
                    0.007979979991912842,
                    0.007895500183105468,
                    0.007832940101623536,
                    0.007869740009307862,
                    0.007827980041503906,
                    0.007827499866485595,
                    0.007834060192108154,
                    0.007901100158691407,
                    0.007878699779510497,
                    0.007257262229919434,
                    0.006999182224273682,
                    0.006923342227935791,
                    0.006943663120269775,
                    0.006884141921997071,
                    0.006953423023223877,
                    0.006877262115478516,
                    0.0069489431381225585,
                    0.006857421875,
                    0.006877263069152832,
                    0.006874382972717285,
                    0.006890542030334472,
                    0.006892783164978027,
                    0.006966062068939209,
                    0.006866542816162109,
                    0.007122220993041992,
                    0.006997743129730225,
                    0.006956622123718261,
                    0.006937262058258057,
                    0.007103822231292725,
                    0.007072941780090332,
                    0.00717070198059082,
                    0.006875983238220215,
                    0.006988622188568115,
                    0.0069222221374511715,
                    0.0069251031875610354,
                    0.006938541889190674,
                    0.007024621963500977,
                    0.006933262825012207,
                    0.007160301208496094,
                    0.006909263134002685,
                    0.006942222118377686,
                    0.006943822860717774,
                    0.006942543029785156,
                    0.006975982189178467,
                    0.006930862903594971,
                    0.006982062816619873,
                    0.006905901908874512,
                    0.006983181953430176,
                    0.006949263095855713,
                    0.006980621814727783,
                    0.006950861930847168,
                    0.006988142967224121,
                    0.006869262218475342,
                    0.006894543170928955,
                    0.006951181888580322,
                    0.006953581809997559,
                    0.006911663055419922,
                    0.00699438190460205,
                    0.00736142110824585,
                    0.007928460121154786,
                    0.0073204607963562015,
                    0.007369582176208496,
                    0.007304780960083008,
                    0.0071761422157287594,
                    0.007167022228240966,
                    0.00736798095703125,
                    0.007846859931945801,
                    0.007795820236206055,
                    0.007802859783172607,
                    0.007539660930633545,
                    0.007467020988464355,
                    0.007256621837615967,
                    0.007825419902801514,
                    0.00780702018737793,
                    0.0074788608551025395,
                    0.007758220195770263,
                    0.007807499885559082,
                    0.007827341079711914,
                    0.007767660140991211,
                    0.007785260200500488,
                    0.0077390198707580566,
                    0.007755021095275879,
                    0.007825419902801514,
                    0.007783979892730713,
                    0.007740940093994141,
                    0.0078119797706604,
                    0.007791820049285888,
                    0.007820140838623047,
                    0.00782285976409912,
                    0.007823339939117432,
                    0.007822700023651123,
                    0.007867179870605468,
                    0.007882060050964356,
                    0.0076466999053955076,
                    0.007402061939239502,
                    0.007414700984954834,
                    0.006952462196350098,
                    0.00695070219039917,
                    0.006985582828521728,
                    0.007015182018280029,
                    0.007239020824432373,
                    0.0069630231857299805,
                    0.006984622001647949,
                    0.006975182056427002,
                    0.007027021884918213,
                    0.007045262813568115,
                    0.007004463195800782,
                    0.007000301837921143,
                    0.006987021923065185,
                    0.006983181953430176,
                    0.006945103168487549,
                    0.006999022006988526,
                    0.006935182094573974,
                    0.006989422798156738,
                    0.007029262065887451,
                    0.00701182222366333,
                    0.006988780975341797,
                    0.006939501762390137,
                    0.00694622278213501,
                    0.006926861763000489,
                    0.006909263134002685,
                    0.006913422107696533,
                    0.0068900628089904785,
                    0.006908942222595215,
                    0.0069239821434021
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 136.73475386893284
            },
            "energy": null,
            "efficiency": null
        }
    }
}