{
    "config": {
        "name": "cpu_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+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": 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": null,
            "numactl": false,
            "numactl_kwargs": {},
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7763 64-Core Processor",
            "cpu_count": 4,
            "cpu_ram_mb": 16766.7712,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.15",
            "optimum_benchmark_version": "0.4.0",
            "optimum_benchmark_commit": "a3e25e2e7229ba1e55a72075d7d45c46907c5f56",
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.34.2",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "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": 1115.697152,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.802287253000003,
                "mean": 4.802287253000003,
                "stdev": 0.0,
                "p50": 4.802287253000003,
                "p90": 4.802287253000003,
                "p95": 4.802287253000003,
                "p99": 4.802287253000003,
                "values": [
                    4.802287253000003
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.749137395000086e-05,
                "ram": 2.8225549856251196e-06,
                "gpu": 0,
                "total": 7.031392893562597e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 969.814016,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.6364286820000302,
                "mean": 0.04242857880000202,
                "stdev": 0.002242987733602022,
                "p50": 0.04168775700000538,
                "p90": 0.044884113800003435,
                "p95": 0.04619033140000397,
                "p99": 0.04862361428001918,
                "values": [
                    0.04168775700000538,
                    0.042152649999991354,
                    0.041692957999998725,
                    0.041357156999993094,
                    0.04192268799999965,
                    0.0430436400000076,
                    0.04136708600000816,
                    0.04488678699999582,
                    0.049231935000022986,
                    0.041326870999995435,
                    0.040999778000013976,
                    0.04488010400001485,
                    0.04077980499999967,
                    0.040643678999998656,
                    0.040455786999984866
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 47.13803894840581
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.5816814206666678e-06,
                "ram": 6.613863882053308e-08,
                "gpu": 0.0,
                "total": 1.647820059487201e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1213724.7562227133
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 970.207232,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.3899137299999893,
                "mean": 0.025994248666665953,
                "stdev": 0.001328371193543141,
                "p50": 0.025696558999982244,
                "p90": 0.027113453399999796,
                "p95": 0.028453430599998338,
                "p99": 0.029860347720012326,
                "values": [
                    0.026099455000007765,
                    0.026234046000013223,
                    0.025583776999980046,
                    0.025984770000007984,
                    0.025774294999990843,
                    0.025696558999982244,
                    0.02590206499999681,
                    0.030212077000015825,
                    0.02769972499999085,
                    0.025670990999998367,
                    0.025497885999982373,
                    0.025205277999987175,
                    0.024830936000000747,
                    0.0248568850000197,
                    0.02466498500001535
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 38.47004823349106
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.713475616249938e-07,
                "ram": 4.061928969408935e-08,
                "gpu": 0.0,
                "total": 1.011966851319083e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 988174.6607574306
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.38463184500000125,
                "mean": 0.025642123000000083,
                "stdev": 0.0012958268307104279,
                "p50": 0.025329900999992105,
                "p90": 0.026754913799999256,
                "p95": 0.028072765999993973,
                "p99": 0.029404742800002735,
                "values": [
                    0.025748347000018157,
                    0.02584847400001422,
                    0.025235675000004676,
                    0.025640514000002668,
                    0.025424449000013283,
                    0.025329900999992105,
                    0.02556438099998104,
                    0.029737737000004927,
                    0.027359206999989283,
                    0.02532971099998349,
                    0.025140415999999277,
                    0.024858757999993486,
                    0.024527976999991097,
                    0.024531835000004776,
                    0.024354463000008764
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 38.99833098842856
            },
            "energy": null,
            "efficiency": null
        }
    }
}