{
    "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",
            "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": 1114.980352,
                "max_global_vram": 68702.69952,
                "max_process_vram": 4189.589504,
                "max_reserved": 773.849088,
                "max_allocated": 736.603648
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.07300441741943359
                ],
                "count": 1,
                "total": 0.07300441741943359,
                "mean": 0.07300441741943359,
                "p50": 0.07300441741943359,
                "p90": 0.07300441741943359,
                "p95": 0.07300441741943359,
                "p99": 0.07300441741943359,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1251.110912,
                "max_global_vram": 68702.69952,
                "max_process_vram": 305941.127168,
                "max_reserved": 773.849088,
                "max_allocated": 745.086976
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.013783377647399902,
                    0.013564976692199707,
                    0.013529617309570313,
                    0.01370369815826416,
                    0.013529936790466308,
                    0.013672818183898925,
                    0.013520176887512208,
                    0.013935378074645996,
                    0.013527377128601074,
                    0.013488178253173827,
                    0.013574896812438965,
                    0.013475696563720703,
                    0.013586897850036622,
                    0.013549137115478515,
                    0.013695057868957519,
                    0.013500017166137695,
                    0.013484017372131347,
                    0.01346849822998047,
                    0.013771376609802245,
                    0.013538738250732422,
                    0.013541136741638184,
                    0.013538416862487792,
                    0.013792338371276856,
                    0.013536336898803712,
                    0.013537776947021485,
                    0.013699056625366211,
                    0.0140660982131958,
                    0.013695218086242677,
                    0.013650576591491699,
                    0.013960976600646973,
                    0.01383537769317627,
                    0.013833778381347656,
                    0.013750577926635742,
                    0.013766897201538087,
                    0.014610098838806153,
                    0.014485459327697753,
                    0.013479697227478027,
                    0.013563696861267089,
                    0.013526577949523926,
                    0.013516977310180664,
                    0.013846577644348145,
                    0.01358273696899414,
                    0.013819538116455077,
                    0.013367856979370117,
                    0.013459536552429199,
                    0.013391057014465331,
                    0.013404817581176757,
                    0.014123377799987792,
                    0.014429457664489746,
                    0.013591697692871094,
                    0.013426897048950195,
                    0.013509137153625488,
                    0.013398097038269044,
                    0.01343953800201416,
                    0.014434738159179688,
                    0.014444819450378418,
                    0.014344657897949219,
                    0.01441281795501709,
                    0.0145411376953125,
                    0.014011537551879883,
                    0.012865616798400878,
                    0.01268017578125,
                    0.01277121639251709,
                    0.012756337165832519,
                    0.012744175910949706,
                    0.012659215927124023,
                    0.012694735527038575,
                    0.012642737388610839,
                    0.012830575942993165,
                    0.012672816276550293,
                    0.012700816154479981,
                    0.012695216178894042,
                    0.012675056457519531,
                    0.012808977127075195
                ],
                "count": 74,
                "total": 1.0024646406173707,
                "mean": 0.013546819467802304,
                "p50": 0.013538577556610108,
                "p90": 0.014278273868560792,
                "p95": 0.014438266611099242,
                "p99": 0.014559757204055786,
                "stdev": 0.0004961161011406857,
                "stdev_": 3.662233060090897
            },
            "throughput": {
                "unit": "samples/s",
                "value": 73.8180649987085
            },
            "energy": null,
            "efficiency": null
        }
    }
}