{
    "config": {
        "name": "cpu_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+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": "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": "86906b8c1093b2f4cd2981b46a0b533238abf100",
            "transformers_version": "4.42.4",
            "transformers_commit": null,
            "accelerate_version": "0.32.1",
            "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": 1115.787264,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.789506732000007,
                "mean": 4.789506732000007,
                "stdev": 0.0,
                "p50": 4.789506732000007,
                "p90": 4.789506732000007,
                "p95": 4.789506732000007,
                "p99": 4.789506732000007,
                "values": [
                    4.789506732000007
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.727740764617921e-05,
                "ram": 2.8120252112694285e-06,
                "gpu": 0,
                "total": 7.008943285744864e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 969.015296,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.6275749840000344,
                "mean": 0.041838332266668964,
                "stdev": 0.0015048348598750531,
                "p50": 0.04134133900001302,
                "p90": 0.04402053280001041,
                "p95": 0.04461421930000426,
                "p99": 0.04544548946000816,
                "values": [
                    0.041179955000018253,
                    0.041453027999978076,
                    0.04081368600000701,
                    0.04416889600000218,
                    0.04379798800002277,
                    0.04134133900001302,
                    0.04080768500000431,
                    0.040775254000010364,
                    0.04200055699999439,
                    0.04208436500002222,
                    0.0421672519999845,
                    0.045653307000009136,
                    0.04029031199999622,
                    0.040580256999987796,
                    0.04046110299998418
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 47.80305264685049
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.5995878643459746e-06,
                "ram": 6.684981103471727e-08,
                "gpu": 0.0,
                "total": 1.666437675380692e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1200164.8963818024
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 969.9328,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.3787993619999668,
                "mean": 0.025253290799997784,
                "stdev": 0.0006085262854625521,
                "p50": 0.025068778999980168,
                "p90": 0.025983657799997673,
                "p95": 0.026486838899995747,
                "p99": 0.026856916579995414,
                "values": [
                    0.02524743600000079,
                    0.024900322999997115,
                    0.025068778999980168,
                    0.026288582999995924,
                    0.025526270000000295,
                    0.024721275999979753,
                    0.024851369999993267,
                    0.025118122999998604,
                    0.025065785000009555,
                    0.025289193999981308,
                    0.02694943599999533,
                    0.025385764999981575,
                    0.024940081000011105,
                    0.024410201000023335,
                    0.025036740000018654
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 39.59879953546837
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.621166189511623e-07,
                "ram": 4.021024915008981e-08,
                "gpu": 0.0,
                "total": 1.0023268681012515e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 997678.5336447586
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 15,
                "total": 0.3737183060000291,
                "mean": 0.024914553733335273,
                "stdev": 0.0005727343192216557,
                "p50": 0.024746622999998635,
                "p90": 0.025653341200001022,
                "p95": 0.026118532500007063,
                "p99": 0.02637640970000632,
                "values": [
                    0.024876468000002205,
                    0.024552649000014526,
                    0.024746622999998635,
                    0.02598038400000746,
                    0.025162776999991365,
                    0.02439952099999232,
                    0.024535175000011122,
                    0.024811034999999038,
                    0.024727589000008265,
                    0.024968551000000616,
                    0.026440879000006134,
                    0.02507490099998222,
                    0.024656166999989182,
                    0.02413035500001115,
                    0.02465523200001485
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 40.13718289732061
            },
            "energy": null,
            "efficiency": null
        }
    }
}