{
    "config": {
        "name": "cpu_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.3.0+cpu",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "model": "openai-community/gpt2",
            "library": "transformers",
            "device": "cpu",
            "device_ids": null,
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "hub_kwargs": {
                "revision": "main",
                "force_download": false,
                "local_files_only": false,
                "trust_remote_code": false
            },
            "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,
            "latency": true,
            "memory": 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",
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7763 64-Core Processor",
            "cpu_count": 4,
            "cpu_ram_mb": 16757.346304,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-6.5.0-1018-azure-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.14",
            "optimum_benchmark_version": "0.2.0",
            "optimum_benchmark_commit": "ebd20fcf042acf5db8d8956e7057fa93c82e14ab",
            "transformers_version": "4.40.2",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "0.9.16",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 957.99296,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.6701768840000284,
                "mean": 0.04786977742857346,
                "stdev": 0.00282128202830088,
                "p50": 0.04752193899999213,
                "p90": 0.05184874690001778,
                "p95": 0.05323856760001462,
                "p99": 0.054025533520003534,
                "values": [
                    0.054222275000000764,
                    0.05270887900002208,
                    0.04782188300001167,
                    0.04759439899999052,
                    0.04666528300001005,
                    0.0447089589999905,
                    0.047449478999993744,
                    0.046018246000016916,
                    0.04387489600000549,
                    0.046282636999990245,
                    0.04874061300000676,
                    0.04984177200000772,
                    0.04508650799999714,
                    0.0491610549999848
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 41.78001460282956
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.7351390083054991e-06,
                "ram": 7.25103301635254e-08,
                "gpu": 0.0,
                "total": 1.8076493384690245e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1106409.2783027738
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 957.99296,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.3997737689999781,
                "mean": 0.028555269214284147,
                "stdev": 0.0017813621548918865,
                "p50": 0.027907034500003647,
                "p90": 0.030869467199988777,
                "p95": 0.03154734449999523,
                "p99": 0.032352039299998976,
                "values": [
                    0.032553212999999914,
                    0.03055153699997959,
                    0.02670569899999009,
                    0.028415061000004016,
                    0.026916048999993336,
                    0.027153041000019584,
                    0.02772089800001254,
                    0.0276386349999882,
                    0.028093170999994754,
                    0.027548748000015166,
                    0.03039093799998227,
                    0.031005722999992713,
                    0.028581250000002,
                    0.0264998060000039
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 35.01980641456436
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.0264284253696313e-06,
                "ram": 4.28985770924131e-08,
                "gpu": 0.0,
                "total": 1.0693270024620442e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 935167.631320986
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 13,
                "total": 0.9835919289999993,
                "mean": 0.07566091761538456,
                "stdev": 0.003314717863819272,
                "p50": 0.07467763100001434,
                "p90": 0.08051302559999271,
                "p95": 0.08186419059999252,
                "p99": 0.08306809251999539,
                "values": [
                    0.0833690679999961,
                    0.07467763100001434,
                    0.07595200200000818,
                    0.07364602299998069,
                    0.07186012700000788,
                    0.07518511399999284,
                    0.073666750000001,
                    0.07197369700000422,
                    0.07387429499999598,
                    0.07912137200000302,
                    0.08086093899999014,
                    0.07369755300001657,
                    0.07570735799998829
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 13.21686323027973
            },
            "energy": null,
            "efficiency": null
        }
    }
}