{
    "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": {},
            "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": 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": "034e40c3ab573ad44343a7fcce8e83f9a39327de",
            "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": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 898.035712,
                "max_global_vram": 1160.097792,
                "max_process_vram": 42363.265024,
                "max_reserved": 589.299712,
                "max_allocated": 533.571072
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.0235556640625,
                "mean": 7.0235556640625,
                "stdev": 0.0,
                "p50": 7.0235556640625,
                "p90": 7.0235556640625,
                "p95": 7.0235556640625,
                "p99": 7.0235556640625,
                "values": [
                    7.0235556640625
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1017.749504,
                "max_global_vram": 1223.634944,
                "max_process_vram": 220515.823616,
                "max_reserved": 589.299712,
                "max_allocated": 439.456768
            },
            "latency": {
                "unit": "s",
                "count": 134,
                "total": 1.0024127411842345,
                "mean": 0.00748069209838981,
                "stdev": 0.00040101286725827785,
                "p50": 0.00745411491394043,
                "p90": 0.007858709621429443,
                "p95": 0.007899916911125182,
                "p99": 0.008466717834472653,
                "values": [
                    0.00813411808013916,
                    0.00736531400680542,
                    0.007655235767364502,
                    0.007615715980529785,
                    0.007532035827636719,
                    0.007518435955047607,
                    0.0073977952003479,
                    0.007360674858093262,
                    0.0072587537765502926,
                    0.007245793819427491,
                    0.007455235004425049,
                    0.007226113796234131,
                    0.007177954196929932,
                    0.007284035205841064,
                    0.007141794204711914,
                    0.007168193817138672,
                    0.007147394180297852,
                    0.007220993995666504,
                    0.007100993156433105,
                    0.007225955009460449,
                    0.00716387414932251,
                    0.007193153858184815,
                    0.0071584339141845706,
                    0.007184353828430176,
                    0.007080352783203125,
                    0.007457155227661133,
                    0.007574755191802979,
                    0.007657316207885742,
                    0.007660995960235595,
                    0.007781957149505615,
                    0.007873316764831544,
                    0.00747043514251709,
                    0.007424194812774659,
                    0.009559725761413574,
                    0.008249958992004395,
                    0.007941798210144043,
                    0.007826597213745116,
                    0.007832197189331055,
                    0.007814917087554931,
                    0.007901476860046388,
                    0.007820837020874024,
                    0.007818596839904785,
                    0.007824037075042724,
                    0.007819716930389404,
                    0.007851558208465576,
                    0.007827877044677734,
                    0.007819077014923096,
                    0.007845157146453858,
                    0.0077744369506835935,
                    0.007866436958312989,
                    0.007814436912536622,
                    0.007821317195892335,
                    0.007823717117309571,
                    0.007824516773223877,
                    0.00778499698638916,
                    0.007882277011871337,
                    0.007787877082824707,
                    0.007903878211975097,
                    0.0077958769798278805,
                    0.007831236839294434,
                    0.00783795690536499,
                    0.00789907693862915,
                    0.007842758178710937,
                    0.007189313888549805,
                    0.00699811315536499,
                    0.007010112762451172,
                    0.006943393230438233,
                    0.0072777938842773435,
                    0.0069670729637146,
                    0.006937633037567139,
                    0.006998272895812988,
                    0.00698451280593872,
                    0.006973473072052002,
                    0.006981633186340332,
                    0.006939712047576904,
                    0.0069494729042053225,
                    0.006924673080444336,
                    0.006959552764892578,
                    0.007019073009490967,
                    0.006932033061981201,
                    0.00698451280593872,
                    0.006930273056030273,
                    0.007025153160095215,
                    0.007123233795166016,
                    0.007347235202789307,
                    0.007650755882263184,
                    0.007405155181884766,
                    0.007761316776275635,
                    0.007858596801757812,
                    0.007858757972717284,
                    0.007859716892242432,
                    0.007865477085113525,
                    0.0077587571144104,
                    0.007779397010803222,
                    0.0077952370643615725,
                    0.007010593891143799,
                    0.007325153827667236,
                    0.006995392799377441,
                    0.00714803409576416,
                    0.007358914852142334,
                    0.007523396015167236,
                    0.007413955211639405,
                    0.007796677112579345,
                    0.007828357219696045,
                    0.007756516933441162,
                    0.007783076763153076,
                    0.008573479652404785,
                    0.007797156810760498,
                    0.007764997005462647,
                    0.007759236812591553,
                    0.007747076034545899,
                    0.007770596981048584,
                    0.0075941162109375,
                    0.007361794948577881,
                    0.007436995029449463,
                    0.007321314811706543,
                    0.00729603385925293,
                    0.007377153873443604,
                    0.00745059585571289,
                    0.0075832362174987795,
                    0.007452994823455811,
                    0.007289474010467529,
                    0.007148512840270996,
                    0.006905313014984131,
                    0.0069635529518127445,
                    0.006958433151245117,
                    0.006967872142791748,
                    0.007112353801727295,
                    0.006941792964935303,
                    0.007344674110412597,
                    0.007088034152984619,
                    0.007090434074401856,
                    0.007472835063934326,
                    0.00775603723526001
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 133.6774708606502
            },
            "energy": null,
            "efficiency": null
        }
    }
}