{
    "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": "0.5.0",
            "optimum_benchmark_commit": "f54839c0f9c801552aeae3c1c611287092f83ba2",
            "transformers_version": "4.45.0",
            "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": 1109.62688,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 1.7317675379999855,
                "mean": 1.7317675379999855,
                "stdev": 0.0,
                "p50": 1.7317675379999855,
                "p90": 1.7317675379999855,
                "p95": 1.7317675379999855,
                "p99": 1.7317675379999855,
                "values": [
                    1.7317675379999855
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.731383524444538e-05,
                "ram": 2.81513502940977e-06,
                "gpu": 0,
                "total": 7.012897027385515e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 963.088384,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.6167551280000794,
                "mean": 0.044053937714291384,
                "stdev": 0.0008953289963424618,
                "p50": 0.04388817400001699,
                "p90": 0.04543834450000759,
                "p95": 0.04587163499999747,
                "p99": 0.045882731799991916,
                "values": [
                    0.04347733800000242,
                    0.0435664540000289,
                    0.04362671600000567,
                    0.04444476100002248,
                    0.04413219799999979,
                    0.04369555499999933,
                    0.04413413300000002,
                    0.04397634800000105,
                    0.043800000000032924,
                    0.04379219500003728,
                    0.04588550599999053,
                    0.045864166000001205,
                    0.042210937999982434,
                    0.04414881999997533
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 45.39889289740351
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.7535880630434543e-06,
                "ram": 7.332600993361387e-08,
                "gpu": 0.0,
                "total": 1.826914072977068e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1094742.2375157897
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 963.874816,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.3872841689998836,
                "mean": 0.027663154928563114,
                "stdev": 0.0005244259988089204,
                "p50": 0.027645277499999565,
                "p90": 0.02836397299998339,
                "p95": 0.028556880499988325,
                "p99": 0.028637704099991765,
                "values": [
                    0.027335746000005656,
                    0.027846988999954192,
                    0.027727274999961082,
                    0.028040789999977278,
                    0.02756328000003805,
                    0.0270349749999923,
                    0.027988241000002745,
                    0.028657909999992626,
                    0.02750364799999261,
                    0.02800101499997254,
                    0.028502479999986008,
                    0.02700319500002024,
                    0.026990130999990924,
                    0.027088493999997354
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 36.14916673757509
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.0433915341787898e-06,
                "ram": 4.3630584686326976e-08,
                "gpu": 0.0,
                "total": 1.0870221188651168e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 919944.4819430441
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.3821129599999722,
                "mean": 0.02729378285714087,
                "stdev": 0.0004913372624730068,
                "p50": 0.027285547000019506,
                "p90": 0.027887130199997046,
                "p95": 0.028070499800008974,
                "p99": 0.028212359959997,
                "values": [
                    0.02696601700000656,
                    0.0274906849999752,
                    0.02735383899999988,
                    0.02768206099995041,
                    0.02721725500003913,
                    0.026664724999989176,
                    0.027627869000014016,
                    0.02824782499999401,
                    0.02713719499996614,
                    0.0276392199999691,
                    0.027975017000017033,
                    0.026694210000016483,
                    0.02666761000000406,
                    0.026749432000030993
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 36.63838044122089
            },
            "energy": null,
            "efficiency": null
        }
    }
}