{
    "config": {
        "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "token-classification",
            "library": "transformers",
            "model_type": "deberta-v2",
            "model": "microsoft/deberta-v3-base",
            "processor": "microsoft/deberta-v3-base",
            "device": "cuda",
            "device_ids": "6",
            "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": "warn",
            "numactl": false,
            "numactl_kwargs": {},
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7763 64-Core Processor",
            "cpu_count": 128,
            "cpu_ram_mb": 1082014.482432,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-122-generic-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]"
            ],
            "gpu_count": 8,
            "gpu_vram_mb": 549621596160,
            "optimum_benchmark_version": "0.5.0.dev0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.45.2",
            "transformers_commit": null,
            "accelerate_version": "1.0.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": "0.13.0",
            "peft_commit": null
        },
        "print_report": true,
        "log_report": true
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1115.623424,
                "max_global_vram": 68702.69952,
                "max_process_vram": 4936.097792,
                "max_reserved": 773.849088,
                "max_allocated": 736.603648
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.07604875183105468
                ],
                "count": 1,
                "total": 0.07604875183105468,
                "mean": 0.07604875183105468,
                "p50": 0.07604875183105468,
                "p90": 0.07604875183105468,
                "p95": 0.07604875183105468,
                "p99": 0.07604875183105468,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1251.631104,
                "max_global_vram": 68702.69952,
                "max_process_vram": 256800.374784,
                "max_reserved": 773.849088,
                "max_allocated": 745.086976
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.013764019966125488,
                    0.013439701080322266,
                    0.013618740081787109,
                    0.01339314079284668,
                    0.01359298038482666,
                    0.01366162109375,
                    0.013384499549865723,
                    0.013639060020446778,
                    0.01342113971710205,
                    0.013674260139465332,
                    0.013515061378479003,
                    0.013693461418151856,
                    0.013487859725952149,
                    0.013755701065063476,
                    0.013762260437011719,
                    0.013460659980773925,
                    0.013487059593200684,
                    0.013859061241149903,
                    0.013520501136779784,
                    0.013600500106811523,
                    0.01348882007598877,
                    0.013784339904785156,
                    0.013419220924377442,
                    0.01345602035522461,
                    0.01350897979736328,
                    0.013790261268615723,
                    0.013510260581970215,
                    0.013505780220031738,
                    0.013515060424804687,
                    0.013964020729064941,
                    0.01352865982055664,
                    0.013565620422363282,
                    0.01352754020690918,
                    0.013509140014648438,
                    0.01395698070526123,
                    0.013941141128540039,
                    0.013469779968261719,
                    0.013713940620422364,
                    0.013922421455383301,
                    0.013459699630737305,
                    0.01346642017364502,
                    0.013483540534973144,
                    0.013883541107177735,
                    0.013541939735412598,
                    0.01345330047607422,
                    0.01346946144104004,
                    0.015340502738952638,
                    0.014703381538391113,
                    0.014080981254577636,
                    0.014195221900939942,
                    0.01452706241607666,
                    0.014696022033691407,
                    0.014914743423461914,
                    0.014966901779174804,
                    0.014822583198547363,
                    0.0164865837097168,
                    0.014152981758117677,
                    0.014324661254882812,
                    0.01461970329284668,
                    0.014561781883239746,
                    0.014340340614318848,
                    0.014247701644897462,
                    0.014176180839538574,
                    0.013543861389160156,
                    0.013466580390930176,
                    0.013479220390319823,
                    0.013468501091003417,
                    0.0137677001953125,
                    0.013896821022033691,
                    0.013488341331481933,
                    0.013461459159851074,
                    0.013492501258850098,
                    0.013883540153503418
                ],
                "count": 73,
                "total": 1.0106730422973629,
                "mean": 0.013844836195854292,
                "p50": 0.013618740081787109,
                "p90": 0.014608119010925293,
                "p95": 0.014859447288513183,
                "p99": 0.015661405410766605,
                "stdev": 0.0005435902240804246,
                "stdev_": 3.9263030373966985
            },
            "throughput": {
                "unit": "samples/s",
                "value": 72.22909580536898
            },
            "energy": null,
            "efficiency": null
        }
    }
}