{
    "config": {
        "name": "cpu_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.5.1+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": 2,
                "sequence_length": 16
            },
            "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": null,
            "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": "3.10.15",
            "optimum_benchmark_version": "0.5.0.dev0",
            "optimum_benchmark_commit": "78351930eda4599a64ff2da35e08ab39722c146a",
            "transformers_version": "4.46.3",
            "transformers_commit": null,
            "accelerate_version": "1.1.1",
            "accelerate_commit": null,
            "diffusers_version": "0.31.0",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.11",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        },
        "print_report": true,
        "log_report": true
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1130.131456,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    1.729620362999981
                ],
                "count": 1,
                "total": 1.729620362999981,
                "mean": 1.729620362999981,
                "p50": 1.729620362999981,
                "p90": 1.729620362999981,
                "p95": 1.729620362999981,
                "p99": 1.729620362999981,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1012.9408,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.11181075799999007,
                    0.11175713799997311,
                    0.11346434699999008,
                    0.11161373999999569,
                    0.11186165300000539,
                    0.11016897400003245,
                    0.10539807800000744
                ],
                "count": 7,
                "total": 0.7760746879999942,
                "mean": 0.11086781257142775,
                "p50": 0.11175713799997311,
                "p90": 0.11250273059999927,
                "p95": 0.11298353879999468,
                "p99": 0.113368185359991,
                "stdev": 0.002401563032534055,
                "stdev_": 2.166149919289535
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 288.6320137270109
            },
            "energy": {
                "unit": "kWh",
                "cpu": 4.1028787838888865e-06,
                "ram": 1.7146501767519396e-07,
                "gpu": 0.0,
                "total": 4.274343801564081e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 7486529.274573202
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1021.165568,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.048550939999984166,
                    0.04944406900000331,
                    0.05041163700002471,
                    0.05172216400001162,
                    0.043825201999993624,
                    0.04386520700001029,
                    0.044645284000012
                ],
                "count": 7,
                "total": 0.3324645030000397,
                "mean": 0.047494929000005674,
                "p50": 0.048550939999984166,
                "p90": 0.050935847800019474,
                "p95": 0.051329005900015545,
                "p99": 0.0516435323800124,
                "stdev": 0.0030718366295885494,
                "stdev_": 6.467714962976748
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 42.10975870707715
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.7078363438890663e-06,
                "ram": 7.13773045056449e-08,
                "gpu": 0.0,
                "total": 1.77921364839471e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1124092.0964182655
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "values": [
                    0.04743105799997238,
                    0.048128159999976106,
                    0.04940531699998019,
                    0.049881485000014436,
                    0.04293889600000966,
                    0.04281313199999204,
                    0.04363895400001638
                ],
                "count": 7,
                "total": 0.3242370019999612,
                "mean": 0.046319571714280174,
                "p50": 0.04743105799997238,
                "p90": 0.049595784199993886,
                "p95": 0.04973863460000416,
                "p99": 0.049852914920012384,
                "stdev": 0.0028691771508014734,
                "stdev_": 6.194308463169394
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 43.178292155568585
            },
            "energy": null,
            "efficiency": null
        }
    }
}