{
    "config": {
        "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+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-5.10.225-213.878.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": "0.5.0.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": 800.432128,
                "max_global_vram": 1410.859008,
                "max_process_vram": 0.0,
                "max_reserved": 773.849088,
                "max_allocated": 736.603648
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.07640268707275391
                ],
                "count": 1,
                "total": 0.07640268707275391,
                "mean": 0.07640268707275391,
                "p50": 0.07640268707275391,
                "p90": 0.07640268707275391,
                "p95": 0.07640268707275391,
                "p99": 0.07640268707275391,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1189.51936,
                "max_global_vram": 1442.316288,
                "max_process_vram": 0.0,
                "max_reserved": 794.820608,
                "max_allocated": 753.606656
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.014855168342590331,
                    0.01457151985168457,
                    0.014780415534973144,
                    0.014753791809082031,
                    0.01444863986968994,
                    0.014441472053527832,
                    0.014573568344116212,
                    0.014531583786010742,
                    0.014361599922180175,
                    0.014402624130249023,
                    0.014935040473937988,
                    0.014648320198059082,
                    0.014877696037292481,
                    0.014516127586364747,
                    0.014499839782714843,
                    0.014689184188842774,
                    0.014622624397277833,
                    0.01479475212097168,
                    0.014428159713745118,
                    0.014418944358825684,
                    0.014786591529846191,
                    0.01447935962677002,
                    0.014403583526611329,
                    0.014503935813903808,
                    0.014584832191467285,
                    0.014864383697509765,
                    0.014806015968322754,
                    0.014889887809753418,
                    0.014625727653503418,
                    0.01449779224395752,
                    0.014538751602172852,
                    0.014693375587463378,
                    0.01477836799621582,
                    0.014444543838500976,
                    0.014640128135681153,
                    0.014395392417907715,
                    0.014457856178283691,
                    0.015321087837219239,
                    0.013710335731506347,
                    0.013806591987609864,
                    0.013891584396362304,
                    0.014145536422729492,
                    0.013971455574035644,
                    0.014682111740112304,
                    0.013611007690429687,
                    0.013223936080932617,
                    0.013231103897094726,
                    0.013104127883911134,
                    0.013398015975952148,
                    0.013275103569030762,
                    0.013038592338562012,
                    0.013055999755859376,
                    0.01305292797088623,
                    0.0129965763092041,
                    0.013039615631103516,
                    0.013034496307373047,
                    0.013241344451904297,
                    0.013208576202392578,
                    0.013001728057861327,
                    0.01306931209564209,
                    0.013632479667663575,
                    0.013958144187927245,
                    0.013888511657714844,
                    0.014005248069763183,
                    0.015771648406982423,
                    0.015569919586181641,
                    0.014021632194519042,
                    0.01358233642578125,
                    0.013678400039672852,
                    0.013796352386474609,
                    0.013820032119750976
                ],
                "count": 71,
                "total": 1.0063774709701536,
                "mean": 0.014174330577044416,
                "p50": 0.014428159713745118,
                "p90": 0.014855168342590331,
                "p95": 0.014912464141845702,
                "p99": 0.015630438232421873,
                "stdev": 0.0006790850373532684,
                "stdev_": 4.790949623067624
            },
            "throughput": {
                "unit": "samples/s",
                "value": 70.55006898311784
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.6434458613014522e-07,
                "ram": 8.974450754270874e-08,
                "gpu": 3.2722248400004394e-07,
                "total": 5.813115776728979e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 1720247.8643263779
            }
        }
    }
}