{
    "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": "1c43fa2fcd13a51b92e79f85bd1b3b0bffb11f79",
            "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": 1105.657856,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.866434240000046,
                "mean": 4.866434240000046,
                "stdev": 0.0,
                "p50": 4.866434240000046,
                "p90": 4.866434240000046,
                "p95": 4.866434240000046,
                "p99": 4.866434240000046,
                "values": [
                    4.866434240000046
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.770963122777719e-05,
                "ram": 2.8316988305153015e-06,
                "gpu": 0,
                "total": 7.054133005829249e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 959.250432,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.6218302959999846,
                "mean": 0.04145535306666564,
                "stdev": 0.001090527809703039,
                "p50": 0.041161997000017436,
                "p90": 0.04171153760001971,
                "p95": 0.04284252680001827,
                "p99": 0.04484761575998618,
                "values": [
                    0.041396676999966076,
                    0.041505680999989636,
                    0.04082442600002878,
                    0.041429246999996394,
                    0.04176837200003547,
                    0.040807293999989724,
                    0.04162628599999607,
                    0.04113604999997733,
                    0.04129176099996812,
                    0.040922811000029924,
                    0.040979876999983844,
                    0.04534888799997816,
                    0.04051225199998498,
                    0.04111867700004268,
                    0.041161997000017436
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 48.24467413855427
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.5752157135555082e-06,
                "ram": 6.586856324803522e-08,
                "gpu": 0.0,
                "total": 1.6410842768035435e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1218706.4541837804
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 959.905792,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.3822290819999239,
                "mean": 0.025481938799994927,
                "stdev": 0.000673847115889247,
                "p50": 0.025277721999998448,
                "p90": 0.025686042199993153,
                "p95": 0.026331226900009594,
                "p99": 0.027526699780022455,
                "values": [
                    0.02567891299997882,
                    0.02530981199998905,
                    0.02517899800000123,
                    0.02782556800002567,
                    0.025242606999995587,
                    0.025245111000003817,
                    0.02499503299998196,
                    0.02541967700000214,
                    0.025277721999998448,
                    0.02563138299996126,
                    0.025595786999986103,
                    0.025124325000035697,
                    0.025234350999994604,
                    0.0247789999999668,
                    0.02569079500000271
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 39.2434817401021
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.492124694305621e-07,
                "ram": 3.969317083607294e-08,
                "gpu": 0.0,
                "total": 9.889056402666357e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1011218.8254183412
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.3768289539999614,
                "mean": 0.025121930266664094,
                "stdev": 0.0006758052926231262,
                "p50": 0.024939810000034868,
                "p90": 0.02533066119998466,
                "p95": 0.025978249199988566,
                "p99": 0.027180123440011812,
                "values": [
                    0.02532507099999748,
                    0.02495735299999069,
                    0.024829894999982116,
                    0.027480592000017623,
                    0.02488756299999295,
                    0.024883856000030846,
                    0.02464967800000295,
                    0.025022193999973297,
                    0.024939810000034868,
                    0.02528399399994896,
                    0.025166293999973277,
                    0.024803505000022597,
                    0.024858148000021174,
                    0.02440661299999647,
                    0.025334387999976116
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 39.805858442611964
            },
            "energy": null,
            "efficiency": null
        }
    }
}