{
    "config": {
        "name": "cpu_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+cpu",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "library": "transformers",
            "model_type": "gpt2",
            "model": "openai-community/gpt2",
            "processor": "openai-community/gpt2",
            "device": "cpu",
            "device_ids": null,
            "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": false,
            "device_isolation_action": "error",
            "numactl": false,
            "numactl_kwargs": {},
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7763 64-Core Processor",
            "cpu_count": 4,
            "cpu_ram_mb": 16757.342208,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-6.5.0-1025-azure-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.14",
            "optimum_benchmark_version": "0.4.0",
            "optimum_benchmark_commit": "f32449e677ccf97474e910c2d5ac206ff11edba2",
            "transformers_version": "4.44.0",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.0",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.8",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1121.783808,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.799345813999992,
                "mean": 4.799345813999992,
                "stdev": 0.0,
                "p50": 4.799345813999992,
                "p90": 4.799345813999992,
                "p95": 4.799345813999992,
                "p99": 4.799345813999992,
                "values": [
                    4.799345813999992
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.779408486666686e-05,
                "ram": 2.833619714721703e-06,
                "gpu": 0,
                "total": 7.062770458138857e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 975.130624,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.6301456869999527,
                "mean": 0.04200971246666351,
                "stdev": 0.0027514004063474255,
                "p50": 0.043933069999980034,
                "p90": 0.044880232599996364,
                "p95": 0.045005817300000216,
                "p99": 0.04505984666000813,
                "values": [
                    0.04460126099999684,
                    0.04430779099999427,
                    0.04507335400001011,
                    0.04473527199999694,
                    0.044976872999995976,
                    0.04468850399999269,
                    0.043933069999980034,
                    0.04404347700000244,
                    0.03878695999998172,
                    0.040428552999998146,
                    0.03886460600000419,
                    0.03884760299999357,
                    0.03906650400000444,
                    0.03911403199998631,
                    0.038677827000014986
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 47.60803829797894
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.5437015865384802e-06,
                "ram": 6.451430669377842e-08,
                "gpu": 0.0,
                "total": 1.6082158932322586e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1243614.1244570825
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 975.917056,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.38969852500005686,
                "mean": 0.025979901666670458,
                "stdev": 0.0018805728385115758,
                "p50": 0.027315344000015784,
                "p90": 0.02788912380000852,
                "p95": 0.027930808700006082,
                "p99": 0.027939454539995266,
                "values": [
                    0.027636744999995244,
                    0.027644721000001482,
                    0.027926177000011876,
                    0.027821681000006038,
                    0.027941615999992564,
                    0.027833544000003485,
                    0.027315344000015784,
                    0.027721143999997366,
                    0.02381936200001178,
                    0.024196638000006487,
                    0.02371623900000941,
                    0.023928345999991052,
                    0.024030266000011125,
                    0.024278131000016856,
                    0.023888570999986314
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 38.491292724286836
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.038618422809708e-07,
                "ram": 3.7773780163550204e-08,
                "gpu": 0.0,
                "total": 9.416356224445215e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1061981.9133477155
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.3836115440001038,
                "mean": 0.02557410293334025,
                "stdev": 0.0017934645114968503,
                "p50": 0.026841678000010916,
                "p90": 0.027395605400010938,
                "p95": 0.027441667900012588,
                "p99": 0.027460272780014065,
                "values": [
                    0.027129655999999613,
                    0.02716743800002064,
                    0.0274317010000118,
                    0.027341462000009642,
                    0.027464924000014435,
                    0.02733523099999502,
                    0.026841678000010916,
                    0.02722923300001412,
                    0.023504653000003373,
                    0.02387167000000545,
                    0.02340670999998906,
                    0.023627093000015975,
                    0.02371592800000144,
                    0.023966187000013406,
                    0.023577979999998888
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 39.10205580256454
            },
            "energy": null,
            "efficiency": null
        }
    }
}