{
    "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": "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": "c895bf73a88625eb69457460ea71175ef52a6cb9",
            "transformers_version": "4.42.3",
            "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": 1016.393728,
                "max_global_vram": 938.786816,
                "max_process_vram": 155271.172096,
                "max_reserved": 589.299712,
                "max_allocated": 439.6928
            },
            "latency": {
                "unit": "s",
                "count": 130,
                "total": 1.0033530168533327,
                "mean": 0.0077181001296410204,
                "stdev": 0.0003552667134184834,
                "p50": 0.007705174684524536,
                "p90": 0.007862949991226196,
                "p95": 0.007894646000862123,
                "p99": 0.008869856872558588,
                "values": [
                    0.008319012641906738,
                    0.0074807748794555665,
                    0.007969414234161377,
                    0.00785245418548584,
                    0.008088772773742675,
                    0.007837093830108643,
                    0.00786397409439087,
                    0.007904294013977051,
                    0.007806534767150879,
                    0.007827653884887695,
                    0.007858694076538086,
                    0.00784973382949829,
                    0.007812774181365967,
                    0.007821094989776612,
                    0.007842854022979736,
                    0.007873573780059814,
                    0.007839173793792724,
                    0.00786285400390625,
                    0.007867013931274414,
                    0.007882853984832764,
                    0.007859333992004395,
                    0.007870375156402588,
                    0.007857573986053466,
                    0.007793573856353759,
                    0.010812604904174804,
                    0.0077786951065063475,
                    0.007700613975524902,
                    0.007652454853057862,
                    0.0076367750167846676,
                    0.007863813877105713,
                    0.007684774875640869,
                    0.007649575233459473,
                    0.007642213821411133,
                    0.0077127752304077144,
                    0.0076770949363708495,
                    0.007706054210662842,
                    0.007639494895935059,
                    0.007660775184631347,
                    0.007656294822692871,
                    0.007693735122680664,
                    0.007808613777160645,
                    0.007688614845275879,
                    0.0077190141677856445,
                    0.007701254844665527,
                    0.007679174900054932,
                    0.007664773941040039,
                    0.007624454975128174,
                    0.007700614929199219,
                    0.007677734851837158,
                    0.00764317512512207,
                    0.0077030138969421385,
                    0.007663654804229736,
                    0.007655974864959717,
                    0.007680775165557862,
                    0.007671333789825439,
                    0.0076942148208618165,
                    0.007670535087585449,
                    0.007672454833984375,
                    0.0077140541076660156,
                    0.00773005485534668,
                    0.0077310137748718265,
                    0.007737895011901855,
                    0.00769565486907959,
                    0.007703814029693603,
                    0.007640775203704834,
                    0.007658054828643799,
                    0.007736615180969238,
                    0.007655974864959717,
                    0.007753735065460205,
                    0.007703973770141602,
                    0.007757414817810058,
                    0.007666214942932129,
                    0.007721253871917725,
                    0.007714375019073487,
                    0.00770429515838623,
                    0.007730053901672363,
                    0.0076698951721191405,
                    0.0076575751304626466,
                    0.007737574100494385,
                    0.007715974807739258,
                    0.007717895030975342,
                    0.007718373775482177,
                    0.007733095169067383,
                    0.007728454113006592,
                    0.007766055107116699,
                    0.007768293857574463,
                    0.007758055210113525,
                    0.007719813823699951,
                    0.007779335021972656,
                    0.007783013820648194,
                    0.007764295101165771,
                    0.007758533954620362,
                    0.007721574783325196,
                    0.007695494174957275,
                    0.007752295017242432,
                    0.007640775203704834,
                    0.007683014869689942,
                    0.0076857352256774905,
                    0.0076596541404724125,
                    0.007725574970245361,
                    0.007664134979248047,
                    0.007736454010009766,
                    0.007718854904174804,
                    0.0076820549964904785,
                    0.009094849586486816,
                    0.008104453086853028,
                    0.007727973937988282,
                    0.00768365478515625,
                    0.007642055034637451,
                    0.0076575751304626466,
                    0.007686055183410644,
                    0.007776773929595947,
                    0.00770765495300293,
                    0.007758374214172363,
                    0.007235496044158935,
                    0.007330855846405029,
                    0.007268936157226563,
                    0.00711501693725586,
                    0.007209095954895019,
                    0.007271495819091797,
                    0.007303656101226807,
                    0.0072710151672363285,
                    0.007685255050659179,
                    0.00725981616973877,
                    0.007437575817108155,
                    0.007186855792999268,
                    0.007118056774139405,
                    0.007441575050354004,
                    0.007000617027282715,
                    0.00715261697769165
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 129.56556447869139
            },
            "energy": null,
            "efficiency": null
        }
    }
}