{
    "config": {
        "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+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": "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,
            "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": "33013b51e0268a2fd7f07c903783b994ac1e0021",
            "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": 889.708544,
                "max_global_vram": 1059.889152,
                "max_process_vram": 45589.44256,
                "max_reserved": 773.849088,
                "max_allocated": 736.605184
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.07100830078125,
                "mean": 7.07100830078125,
                "stdev": 0.0,
                "p50": 7.07100830078125,
                "p90": 7.07100830078125,
                "p95": 7.07100830078125,
                "p99": 7.07100830078125,
                "values": [
                    7.07100830078125
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1034.358784,
                "max_global_vram": 1122.816,
                "max_process_vram": 274592.354304,
                "max_reserved": 773.849088,
                "max_allocated": 745.086976
            },
            "latency": {
                "unit": "s",
                "count": 73,
                "total": 0.9995602931976323,
                "mean": 0.013692606756131941,
                "stdev": 0.00047439090992711384,
                "p50": 0.01354798412322998,
                "p90": 0.014277775955200194,
                "p95": 0.01473703861236572,
                "p99": 0.015275746574401856,
                "values": [
                    0.014588942527770996,
                    0.014099184036254883,
                    0.013990384101867676,
                    0.014129103660583496,
                    0.013911664009094238,
                    0.014111662864685058,
                    0.01372142505645752,
                    0.013780303955078125,
                    0.013570223808288574,
                    0.013745583534240723,
                    0.013547184944152833,
                    0.013732943534851074,
                    0.01358510398864746,
                    0.015240623474121093,
                    0.01385934352874756,
                    0.01354798412322998,
                    0.013332625389099122,
                    0.013540143966674805,
                    0.013375024795532226,
                    0.013747023582458497,
                    0.013635663986206055,
                    0.013458544731140137,
                    0.013349264144897462,
                    0.013490385055541992,
                    0.013344944953918457,
                    0.013476625442504882,
                    0.013476625442504882,
                    0.013324945449829102,
                    0.013271184921264648,
                    0.013602383613586426,
                    0.013242864608764648,
                    0.013321425437927246,
                    0.013274225234985351,
                    0.013589264869689942,
                    0.013265583992004394,
                    0.013351024627685547,
                    0.013529104232788086,
                    0.013326544761657715,
                    0.013302064895629883,
                    0.013501104354858398,
                    0.013296625137329102,
                    0.0132551851272583,
                    0.013580623626708985,
                    0.013370224952697754,
                    0.013557583808898925,
                    0.013595664024353027,
                    0.013348304748535156,
                    0.013327025413513183,
                    0.01330174446105957,
                    0.013304784774780273,
                    0.013262064933776855,
                    0.013742383956909179,
                    0.013290704727172852,
                    0.013375663757324218,
                    0.01327646541595459,
                    0.013338865280151367,
                    0.013289584159851073,
                    0.013790064811706543,
                    0.013310704231262207,
                    0.014335344314575196,
                    0.0150252628326416,
                    0.013953583717346191,
                    0.01408574390411377,
                    0.015366063117980958,
                    0.014959182739257813,
                    0.01387342357635498,
                    0.014313424110412597,
                    0.014112784385681152,
                    0.014135183334350586,
                    0.01436894416809082,
                    0.013945262908935547,
                    0.013643024444580078,
                    0.01353854465484619
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 73.03211271675288
            },
            "energy": null,
            "efficiency": null
        }
    }
}