{
    "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-6.5.0-1023-azure-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.14",
            "optimum_benchmark_version": "0.3.1",
            "optimum_benchmark_commit": "f1a71d4a6723274679bd4f9afe07052944616560",
            "transformers_version": "4.43.1",
            "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": "1.0.7",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1111.650304,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.901883800999997,
                "mean": 4.901883800999997,
                "stdev": 0.0,
                "p50": 4.901883800999997,
                "p90": 4.901883800999997,
                "p95": 4.901883800999997,
                "p99": 4.901883800999997,
                "values": [
                    4.901883800999997
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.797731982337105e-05,
                "ram": 2.841277121741541e-06,
                "gpu": 0,
                "total": 7.081859694511259e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 965.12,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.6427246509999804,
                "mean": 0.04284831006666536,
                "stdev": 0.0006311636538063451,
                "p50": 0.04278591600001391,
                "p90": 0.04331277199998453,
                "p95": 0.043821338699984835,
                "p99": 0.04462887494000256,
                "values": [
                    0.04290019900000175,
                    0.042539415999982566,
                    0.04284888300000489,
                    0.04234945199999629,
                    0.043198834999998326,
                    0.042836270000009335,
                    0.042018354999981966,
                    0.04278591600001391,
                    0.04268017800001189,
                    0.04483075900000699,
                    0.0421879600000068,
                    0.04256924200001322,
                    0.04338872999997534,
                    0.04264891999997644,
                    0.042941536000000724
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 46.676286576723996
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.646887041904308e-06,
                "ram": 6.882567059250277e-08,
                "gpu": 0.0,
                "total": 1.715712712496811e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1165696.3228357018
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 966.037504,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.3996268129999976,
                "mean": 0.026641787533333173,
                "stdev": 0.0008989096825519444,
                "p50": 0.02651713799997424,
                "p90": 0.027096696600006,
                "p95": 0.027840602800009148,
                "p99": 0.029226662160004364,
                "values": [
                    0.02651713799997424,
                    0.027098071000011714,
                    0.026098707999977933,
                    0.026627662999999302,
                    0.02689267800002426,
                    0.02626641000000518,
                    0.02607407100001069,
                    0.025817552999995996,
                    0.026958922000005714,
                    0.027094634999997425,
                    0.026728331999976263,
                    0.02957317700000317,
                    0.02574777300000619,
                    0.025948958000014954,
                    0.02618272399999455
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 37.53501895279507
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.557827976014885e-07,
                "ram": 3.994575742541429e-08,
                "gpu": 0.0,
                "total": 9.957285550269022e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1004289.7684831208
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.39444449099997314,
                "mean": 0.02629629939999821,
                "stdev": 0.0008606880006024261,
                "p50": 0.026196389999995517,
                "p90": 0.02676578580000637,
                "p95": 0.027459940200003526,
                "p99": 0.028752411239986484,
                "values": [
                    0.026196389999995517,
                    0.02676754500001266,
                    0.02577056599997718,
                    0.026258134000016753,
                    0.026552674000015486,
                    0.025931154999994988,
                    0.025736410999996906,
                    0.02546874300000468,
                    0.026586347000005617,
                    0.026763146999996934,
                    0.02640369699997791,
                    0.029075528999982225,
                    0.025435912000006056,
                    0.025631505999996307,
                    0.025866734999993923
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 38.02816452569247
            },
            "energy": null,
            "efficiency": null
        }
    }
}