{
    "config": {
        "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+cu124",
            "_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": {},
            "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": 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",
            "numactl": false,
            "numactl_kwargs": {},
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.261056,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.223-212.873.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": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 773.316608,
                "max_global_vram": 1403.518976,
                "max_process_vram": 0.0,
                "max_reserved": 773.849088,
                "max_allocated": 736.603648
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.38078515625,
                "mean": 7.38078515625,
                "stdev": 0.0,
                "p50": 7.38078515625,
                "p90": 7.38078515625,
                "p95": 7.38078515625,
                "p99": 7.38078515625,
                "values": [
                    7.38078515625
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.0879169361108629e-06,
                "ram": 5.807223201247807e-07,
                "gpu": 0.0,
                "total": 1.6686392562356436e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1161.023488,
                "max_global_vram": 1434.976256,
                "max_process_vram": 0.0,
                "max_reserved": 794.820608,
                "max_allocated": 753.606656
            },
            "latency": {
                "unit": "s",
                "count": 71,
                "total": 1.0014615669250486,
                "mean": 0.014105092491902093,
                "stdev": 0.0004160826444145212,
                "p50": 0.014208000183105468,
                "p90": 0.014443519592285157,
                "p95": 0.01457100772857666,
                "p99": 0.015342080211639401,
                "values": [
                    0.016126976013183594,
                    0.013961215972900391,
                    0.013651968002319336,
                    0.013697024345397948,
                    0.013710335731506347,
                    0.013716480255126954,
                    0.013635583877563476,
                    0.0137543363571167,
                    0.01367961597442627,
                    0.013629407882690429,
                    0.01363046360015869,
                    0.013658111572265624,
                    0.01367961597442627,
                    0.013755392074584961,
                    0.013782015800476074,
                    0.013667327880859375,
                    0.013644800186157227,
                    0.013648863792419433,
                    0.013697024345397948,
                    0.013707263946533203,
                    0.013703167915344238,
                    0.013828096389770507,
                    0.013712384223937989,
                    0.013717472076416016,
                    0.013755392074584961,
                    0.013684736251831055,
                    0.013587455749511718,
                    0.014081024169921874,
                    0.014199808120727539,
                    0.013742079734802246,
                    0.013804544448852539,
                    0.013690879821777344,
                    0.013855744361877441,
                    0.014401535987854003,
                    0.014592000007629394,
                    0.014525440216064453,
                    0.014362624168395996,
                    0.014328831672668458,
                    0.014284799575805664,
                    0.014403519630432128,
                    0.01433193588256836,
                    0.014443519592285157,
                    0.014328831672668458,
                    0.014324735641479493,
                    0.014305279731750489,
                    0.014354432106018066,
                    0.01439846420288086,
                    0.014403583526611329,
                    0.014582783699035644,
                    0.014333951950073242,
                    0.014559231758117675,
                    0.015005696296691894,
                    0.014430208206176758,
                    0.014299136161804199,
                    0.014226431846618653,
                    0.014420991897583007,
                    0.014296064376831055,
                    0.014238719940185546,
                    0.014255104064941406,
                    0.014254048347473144,
                    0.014344191551208496,
                    0.014272512435913086,
                    0.014286848068237304,
                    0.014233599662780762,
                    0.014071807861328126,
                    0.014078975677490235,
                    0.014201855659484864,
                    0.014208000183105468,
                    0.014354432106018066,
                    0.014494720458984376,
                    0.014426112174987793
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 70.89638019560044
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.706981867956456e-07,
                "ram": 9.325013760380005e-08,
                "gpu": 3.7456775997142484e-07,
                "total": 6.385160843708704e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 1566131.2603977697
            }
        }
    }
}