{
    "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": "c40deb04de5a36cb83739e342e41e216fb5a1cf2",
            "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": 1121.775616,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.795239534000018,
                "mean": 4.795239534000018,
                "stdev": 0.0,
                "p50": 4.795239534000018,
                "p90": 4.795239534000018,
                "p95": 4.795239534000018,
                "p99": 4.795239534000018,
                "values": [
                    4.795239534000018
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.750633061666824e-05,
                "ram": 2.82160028619742e-06,
                "gpu": 0,
                "total": 7.032793090286566e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 975.245312,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.6457435269999792,
                "mean": 0.04612453764285566,
                "stdev": 0.001587174346776919,
                "p50": 0.046034405000028755,
                "p90": 0.048084769399991956,
                "p95": 0.048732576749989674,
                "p99": 0.04916691454997817,
                "values": [
                    0.04725535199997921,
                    0.0492754989999753,
                    0.04844023399999742,
                    0.04645893000002843,
                    0.04654775699998481,
                    0.04561030999997229,
                    0.04411636999998336,
                    0.04554151100001036,
                    0.046699411000020064,
                    0.04566864999998188,
                    0.045817879000026096,
                    0.046250931000031414,
                    0.04550519299999678,
                    0.04255549999999175
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 43.36086825381511
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.617513639777801e-06,
                "ram": 6.759883343247081e-08,
                "gpu": 0.0,
                "total": 1.6851124732102717e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1186864.3973596864
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 976.031744,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.40095697999998947,
                "mean": 0.028639784285713534,
                "stdev": 0.0015491921567825737,
                "p50": 0.028579456999977992,
                "p90": 0.03050319710001759,
                "p95": 0.03125437585003112,
                "p99": 0.031603863170037695,
                "values": [
                    0.03169123500003934,
                    0.0310191440000267,
                    0.029299320999996326,
                    0.0285792219999621,
                    0.028579691999993884,
                    0.02838571900002762,
                    0.028659812000000784,
                    0.028783513999997012,
                    0.028510753999967164,
                    0.028225598000005903,
                    0.028894492000006267,
                    0.028305719000002227,
                    0.02741096199997628,
                    0.024611795999987862
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 34.91646410545183
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.174545914722512e-07,
                "ram": 3.834369650669938e-08,
                "gpu": 0.0,
                "total": 9.5579828797895e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1046245.8581240141
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.39457794400016155,
                "mean": 0.028184138857154397,
                "stdev": 0.0015200650675737234,
                "p50": 0.028097718999987364,
                "p90": 0.030028115600003957,
                "p95": 0.030769237450019204,
                "p99": 0.031128758690028346,
                "values": [
                    0.031218639000030635,
                    0.03052725200001305,
                    0.02886346399998274,
                    0.028070567999975538,
                    0.02812486999999919,
                    0.027927069000043048,
                    0.028216481000015392,
                    0.028302813000038896,
                    0.028046813999992537,
                    0.027786846000026344,
                    0.02841338100000712,
                    0.02784560700001748,
                    0.026952612999991743,
                    0.024281527000027836
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 35.48094923418798
            },
            "energy": null,
            "efficiency": null
        }
    }
}