{
    "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-6.5.0-1024-azure-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.14",
            "optimum_benchmark_version": "0.3.1",
            "optimum_benchmark_commit": "e185b4a299427f88d515b3c18d3c0c0dc8e91cd8",
            "transformers_version": "4.43.3",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "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": 1121.181696,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.9229796939999915,
                "mean": 4.9229796939999915,
                "stdev": 0.0,
                "p50": 4.9229796939999915,
                "p90": 4.9229796939999915,
                "p95": 4.9229796939999915,
                "p99": 4.9229796939999915,
                "values": [
                    4.9229796939999915
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.818298763699002e-05,
                "ram": 2.8498839763472004e-06,
                "gpu": 0,
                "total": 7.103287161333722e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 974.92992,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.6255480579999357,
                "mean": 0.044682004142852554,
                "stdev": 0.0008305212294736774,
                "p50": 0.044716764500009276,
                "p90": 0.0455243362999795,
                "p95": 0.04579019419997508,
                "p99": 0.046159390039973686,
                "values": [
                    0.043439609999950335,
                    0.04440303500001619,
                    0.04351444999997511,
                    0.04625168899997334,
                    0.04351709700000583,
                    0.04497875699996712,
                    0.044284193000009964,
                    0.04512453900002811,
                    0.04524391199998945,
                    0.044454772000051435,
                    0.04554169699997601,
                    0.045228952999991634,
                    0.045483827999987625,
                    0.04408152600001358
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 44.7607496209394
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.6783583495352006e-06,
                "ram": 7.014120424955195e-08,
                "gpu": 0.0,
                "total": 1.7484995537847528e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1143837.866970487
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 975.454208,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.3787723810000898,
                "mean": 0.027055170071434986,
                "stdev": 0.000787602164861275,
                "p50": 0.026988293000016483,
                "p90": 0.028080331900002878,
                "p95": 0.028665916400012748,
                "p99": 0.028962339280027435,
                "values": [
                    0.02682267100004765,
                    0.026663422000012815,
                    0.02697696700005281,
                    0.026459482999996453,
                    0.027085407999948075,
                    0.027040214999999534,
                    0.027148187000022972,
                    0.026999618999980157,
                    0.029036445000031108,
                    0.027179504000002908,
                    0.02683565400002408,
                    0.02846640100000286,
                    0.026121924999984003,
                    0.025936479999984385
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 36.96151224921724
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.0035566157764864e-06,
                "ram": 4.194064190701851e-08,
                "gpu": 0.0,
                "total": 1.0454972576835038e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 956482.6618633973
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.37318256800011795,
                "mean": 0.02665589771429414,
                "stdev": 0.0007650391159718242,
                "p50": 0.026545257500004027,
                "p90": 0.027581045499971424,
                "p95": 0.02817562644998759,
                "p99": 0.0285625828900055,
                "values": [
                    0.026448624000011023,
                    0.026291629000013472,
                    0.02640648500005227,
                    0.02609491399999797,
                    0.02670488899997281,
                    0.0266649660000553,
                    0.026768660000016098,
                    0.02662639400000444,
                    0.02865932200000998,
                    0.026801409999961834,
                    0.026464121000003615,
                    0.027915174999975534,
                    0.025757406000025185,
                    0.025578573000018423
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 37.51514995736772
            },
            "energy": null,
            "efficiency": null
        }
    }
}