{
    "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",
            "model": "google-bert/bert-base-uncased",
            "library": "transformers",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "hub_kwargs": {
                "revision": "main",
                "force_download": false,
                "local_files_only": false,
                "trust_remote_code": false
            },
            "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",
            "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": "0.2.0",
            "optimum_benchmark_commit": "ebd20fcf042acf5db8d8956e7057fa93c82e14ab",
            "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": "0.9.16",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1005.727744,
                "max_global_vram": 930.574336,
                "max_process_vram": 259865.595904,
                "max_reserved": 589.299712,
                "max_allocated": 439.700992
            },
            "latency": {
                "unit": "s",
                "count": 123,
                "total": 1.0065305576324461,
                "mean": 0.00818317526530444,
                "stdev": 0.00019375278184622732,
                "p50": 0.008150562286376953,
                "p90": 0.008266273880004883,
                "p95": 0.008314194297790527,
                "p99": 0.008399951305389404,
                "values": [
                    0.008048322677612305,
                    0.008166881561279296,
                    0.008141283035278321,
                    0.008251683235168457,
                    0.008315522193908692,
                    0.008338083267211914,
                    0.008298401832580566,
                    0.00833840274810791,
                    0.008343043327331543,
                    0.008270241737365723,
                    0.008243682861328126,
                    0.00830224323272705,
                    0.00829872226715088,
                    0.008272163391113281,
                    0.008171682357788085,
                    0.008202082633972168,
                    0.008114723205566407,
                    0.008159042358398438,
                    0.008178563117980956,
                    0.008136801719665528,
                    0.008144163131713867,
                    0.008165602684020995,
                    0.008192642211914063,
                    0.008160162925720214,
                    0.008144322395324708,
                    0.0080921630859375,
                    0.008134242057800292,
                    0.00814288330078125,
                    0.008152003288269044,
                    0.0081284818649292,
                    0.008091362953186035,
                    0.00809568214416504,
                    0.008106082916259765,
                    0.008104641914367676,
                    0.008122882843017577,
                    0.008187522888183594,
                    0.008159201622009277,
                    0.008234723091125488,
                    0.00816544246673584,
                    0.008174242973327637,
                    0.008140803337097168,
                    0.008140321731567382,
                    0.008139203071594239,
                    0.008139681816101075,
                    0.008131842613220214,
                    0.008127362251281738,
                    0.008165923118591309,
                    0.008150882720947265,
                    0.008137762069702148,
                    0.008127202987670898,
                    0.008104962348937988,
                    0.008142083168029786,
                    0.008147201538085937,
                    0.008231363296508788,
                    0.00822480297088623,
                    0.008254081726074218,
                    0.008214242935180664,
                    0.008240483283996581,
                    0.00810880184173584,
                    0.008119842529296876,
                    0.008111521720886231,
                    0.008147043228149414,
                    0.008131841659545898,
                    0.008215043067932129,
                    0.008143683433532715,
                    0.008110721588134766,
                    0.008168642997741699,
                    0.00825872230529785,
                    0.008155363082885742,
                    0.008201763153076172,
                    0.00815792179107666,
                    0.008143362998962402,
                    0.008125282287597657,
                    0.008093282699584961,
                    0.008121441841125489,
                    0.00815824317932129,
                    0.008173282623291016,
                    0.008237281799316406,
                    0.008316482543945312,
                    0.00821728229522705,
                    0.008227362632751464,
                    0.008149442672729492,
                    0.008173122406005859,
                    0.008251362800598145,
                    0.008268161773681641,
                    0.010190403938293457,
                    0.00841600227355957,
                    0.008179682731628418,
                    0.008113922119140625,
                    0.008116803169250487,
                    0.008085923194885254,
                    0.008099202156066895,
                    0.008076163291931152,
                    0.008115681648254394,
                    0.008139203071594239,
                    0.008129761695861817,
                    0.008200802803039552,
                    0.008212162971496581,
                    0.00814208221435547,
                    0.008132802963256835,
                    0.008132481575012207,
                    0.008115842819213867,
                    0.008077922821044923,
                    0.008078882217407227,
                    0.008043362617492675,
                    0.008094402313232421,
                    0.00807136344909668,
                    0.00809952163696289,
                    0.00806272315979004,
                    0.00810000228881836,
                    0.008192322731018066,
                    0.008171683311462402,
                    0.00823600196838379,
                    0.008136322975158691,
                    0.008184962272644043,
                    0.008127042770385742,
                    0.008166242599487304,
                    0.008124161720275878,
                    0.008180322647094727,
                    0.008181442260742187,
                    0.008163202285766601,
                    0.00815264320373535,
                    0.008150562286376953
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 122.20195310246685
            },
            "energy": null,
            "efficiency": null
        }
    }
}