{
    "config": {
        "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.0+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "token-classification",
            "model": "microsoft/deberta-v3-base",
            "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": true,
            "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 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.29792,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "NVIDIA A10G"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 24146608128,
            "optimum_benchmark_version": "0.2.0",
            "optimum_benchmark_commit": null,
            "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": 975.151104,
                "max_global_vram": 1434.976256,
                "max_process_vram": 0.0,
                "max_reserved": 794.820608,
                "max_allocated": 753.607168
            },
            "latency": {
                "unit": "s",
                "count": 70,
                "total": 1.0027070407867433,
                "mean": 0.014324386296953474,
                "stdev": 0.0007211542333931602,
                "p50": 0.014160352230072022,
                "p90": 0.015174377822875977,
                "p95": 0.015343468952178954,
                "p99": 0.017134304504394533,
                "values": [
                    0.01528217601776123,
                    0.015981568336486816,
                    0.015334527969360351,
                    0.014557184219360352,
                    0.014098431587219238,
                    0.014656512260437012,
                    0.014072832107543945,
                    0.014032896041870118,
                    0.014147520065307617,
                    0.014495583534240722,
                    0.014276608467102051,
                    0.014178303718566895,
                    0.015162400245666504,
                    0.017354751586914064,
                    0.0147958402633667,
                    0.014825471878051758,
                    0.01470464038848877,
                    0.01472000026702881,
                    0.014593024253845215,
                    0.014302207946777343,
                    0.015350784301757812,
                    0.01479587173461914,
                    0.014662495613098145,
                    0.01459609603881836,
                    0.01482960033416748,
                    0.014487680435180663,
                    0.01406668758392334,
                    0.014143487930297852,
                    0.014358400344848633,
                    0.014075008392333985,
                    0.014101504325866699,
                    0.014173184394836426,
                    0.014194687843322755,
                    0.014568448066711426,
                    0.014457759857177734,
                    0.01429196834564209,
                    0.014202879905700684,
                    0.014183423995971679,
                    0.01394380760192871,
                    0.0140830717086792,
                    0.014041088104248046,
                    0.013773823738098144,
                    0.01420083236694336,
                    0.014611455917358398,
                    0.01528217601776123,
                    0.017035263061523438,
                    0.01501696014404297,
                    0.014133248329162598,
                    0.013983743667602539,
                    0.013650943756103515,
                    0.01363046360015869,
                    0.013845503807067871,
                    0.013901887893676758,
                    0.013549568176269532,
                    0.013486080169677735,
                    0.013709312438964843,
                    0.013684736251831055,
                    0.013677536010742187,
                    0.013662336349487304,
                    0.014077887535095215,
                    0.013945856094360352,
                    0.013668352127075196,
                    0.013616127967834473,
                    0.013607935905456543,
                    0.01358847999572754,
                    0.013616127967834473,
                    0.013620223999023438,
                    0.013693951606750488,
                    0.013613056182861329,
                    0.013642751693725585
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 69.81101872494747
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.6979205939504838e-07,
                "ram": 9.24548919517422e-08,
                "gpu": 3.294645492857122e-07,
                "total": 5.917115006325028e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 1690012.7831401995
            }
        }
    }
}