{
    "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": 16757.338112,
            "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": "58b115075422f6ead335f3300cfb58963f45392f",
            "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": 1121.923072,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.849537669,
                "mean": 4.849537669,
                "stdev": 0.0,
                "p50": 4.849537669,
                "p90": 4.849537669,
                "p95": 4.849537669,
                "p99": 4.849537669,
                "values": [
                    4.849537669
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.860313957777765e-05,
                "ram": 2.867441659802584e-06,
                "gpu": 0,
                "total": 7.147058123758023e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 975.519744,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.618159597999977,
                "mean": 0.04415425699999836,
                "stdev": 0.002600418237639911,
                "p50": 0.04504957099999274,
                "p90": 0.046263954199983456,
                "p95": 0.04740721254998448,
                "p99": 0.04891751770999803,
                "values": [
                    0.04639066099997535,
                    0.045968305000002374,
                    0.045536511999983986,
                    0.04566973999999391,
                    0.04591348299999254,
                    0.044296264999985624,
                    0.04456263000000149,
                    0.04929509400000143,
                    0.045571808000005376,
                    0.0414601800000014,
                    0.04108415999999693,
                    0.040960759000000735,
                    0.040567177000014,
                    0.040882824000021856
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 45.29574577599787
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.6360013574074413e-06,
                "ram": 6.837110197039081e-08,
                "gpu": 0.0,
                "total": 1.704372459377832e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1173452.4276049875
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 976.306176,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.387302993999981,
                "mean": 0.027664499571427217,
                "stdev": 0.0016072985574406137,
                "p50": 0.028582011500006388,
                "p90": 0.02924455249999767,
                "p95": 0.029434202100000563,
                "p99": 0.02962856041999828,
                "values": [
                    0.02967714999999771,
                    0.028648825999994187,
                    0.028796671000009155,
                    0.028848788000004788,
                    0.028871500000008155,
                    0.026753390000010313,
                    0.029303384000002097,
                    0.02910727899998733,
                    0.02851519700001859,
                    0.02511765599999194,
                    0.02587060799999108,
                    0.02706331499999237,
                    0.0252219999999852,
                    0.025507229999988112
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 36.14740969443858
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.499439144675409e-07,
                "ram": 3.9698098602100785e-08,
                "gpu": 0.0,
                "total": 9.896420130696423e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1010466.3977413708
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.3812382600000319,
                "mean": 0.027231304285716566,
                "stdev": 0.0015234902863798406,
                "p50": 0.028098927500010973,
                "p90": 0.02874272959999189,
                "p95": 0.0289088990500062,
                "p99": 0.02907724541001869,
                "values": [
                    0.029119332000021814,
                    0.02816950400000451,
                    0.028306589000010263,
                    0.02836354499999061,
                    0.028327759000006836,
                    0.026371039000025576,
                    0.02879558899999779,
                    0.028619390999978123,
                    0.028028351000017437,
                    0.024788202999985742,
                    0.025549099000016895,
                    0.0267068619999975,
                    0.02490584199998125,
                    0.025187154999997574
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 36.72244228582626
            },
            "energy": null,
            "efficiency": null
        }
    }
}