{
    "config": {
        "name": "cpu_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.5.1+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": 2,
                "sequence_length": 16,
                "num_choices": 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": 16766.779392,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-6.8.0-1017-azure-x86_64-with-glibc2.39",
            "processor": "x86_64",
            "python_version": "3.10.15",
            "optimum_benchmark_version": "0.5.0.dev0",
            "optimum_benchmark_commit": "70f6b4dead3d8aa6a032126c9fcf37c802af9db4",
            "transformers_version": "4.47.0",
            "transformers_commit": null,
            "accelerate_version": "1.2.0",
            "accelerate_commit": null,
            "diffusers_version": "0.31.0",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.12",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        },
        "print_report": true,
        "log_report": true
    },
    "report": {
        "load_model": {
            "memory": {
                "unit": "MB",
                "max_ram": 1127.886848,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    1.7268132440000272
                ],
                "count": 1,
                "total": 1.7268132440000272,
                "mean": 1.7268132440000272,
                "p50": 1.7268132440000272,
                "p90": 1.7268132440000272,
                "p95": 1.7268132440000272,
                "p99": 1.7268132440000272,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 0.00019374549012777766,
                "ram": 8.103220384743473e-06,
                "gpu": 0,
                "total": 0.00020184871051252113
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1014.136832,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.1049164620000056,
                    0.10837024499994641,
                    0.10605028399999128,
                    0.10717551999999841,
                    0.10757043500001373,
                    0.10120337600000084,
                    0.10045641599998589
                ],
                "count": 7,
                "total": 0.7357427379999422,
                "mean": 0.10510610542856316,
                "p50": 0.10605028399999128,
                "p90": 0.10789035899998681,
                "p95": 0.10813030199996661,
                "p99": 0.10832225639995045,
                "stdev": 0.002897988233886027,
                "stdev_": 2.75720256408481
            },
            "throughput": {
                "unit": "samples/s",
                "value": 19.028390328469815
            },
            "energy": {
                "unit": "kWh",
                "cpu": 4.08732398277768e-06,
                "ram": 1.7091615687391412e-07,
                "gpu": 0.0,
                "total": 4.2582401396515955e-06
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 469677.5978828751
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1014.136832,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.04877988999999161,
                    0.048366701000020385,
                    0.04971756700001606,
                    0.048209857999950145,
                    0.04902058699997269,
                    0.0415895489999798,
                    0.042087214999980915
                ],
                "count": 7,
                "total": 0.3277713669999116,
                "mean": 0.04682448099998737,
                "p50": 0.048366701000020385,
                "p90": 0.04929937899999004,
                "p95": 0.04950847300000305,
                "p99": 0.049675748200013456,
                "stdev": 0.0031883799442905454,
                "stdev_": 6.809215769612919
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 42.712699794804756
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.4060360387502055e-06,
                "ram": 5.879931345840644e-08,
                "gpu": 0.0,
                "total": 1.4648353522086169e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1365341.1606870932
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "values": [
                    0.048297722999961934,
                    0.048297722999961934,
                    0.10887628699998686,
                    0.04795000400002891,
                    0.048297722999961934,
                    0.10887628699998686,
                    0.04795000400002891,
                    0.10648974299999736,
                    0.04924963500002377,
                    0.048297722999961934,
                    0.10887628699998686,
                    0.04795000400002891,
                    0.10648974299999736,
                    0.04924963500002377,
                    0.10766665500000272,
                    0.047716769999965436,
                    0.048297722999961934,
                    0.10887628699998686,
                    0.04795000400002891,
                    0.10648974299999736,
                    0.04924963500002377,
                    0.10766665500000272,
                    0.047716769999965436,
                    0.10808741800002508,
                    0.048560950999956276,
                    0.048297722999961934,
                    0.10887628699998686,
                    0.04795000400002891,
                    0.10648974299999736,
                    0.04924963500002377,
                    0.10766665500000272,
                    0.047716769999965436,
                    0.10808741800002508,
                    0.048560950999956276,
                    0.10168528400004107,
                    0.04124788299998272,
                    0.048297722999961934,
                    0.10887628699998686,
                    0.04795000400002891,
                    0.10648974299999736,
                    0.04924963500002377,
                    0.10766665500000272,
                    0.047716769999965436,
                    0.10808741800002508,
                    0.048560950999956276,
                    0.10168528400004107,
                    0.04124788299998272,
                    0.10081719800001565,
                    0.04171658499996056
                ],
                "count": 49,
                "total": 3.5776176209997743,
                "mean": 0.07301260451019947,
                "p50": 0.04924963500002377,
                "p90": 0.10887628699998686,
                "p95": 0.10887628699998686,
                "p99": 0.10887628699998686,
                "stdev": 0.02943379812723238,
                "stdev_": 40.31331072858884
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        }
    }
}