{
    "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": 16766.767104,
            "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": "496d74599887a901aaff2a5946eda97d8b8253a3",
            "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": 1116.065792,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.79189828600002,
                "mean": 4.79189828600002,
                "stdev": 0.0,
                "p50": 4.79189828600002,
                "p90": 4.79189828600002,
                "p95": 4.79189828600002,
                "p99": 4.79189828600002,
                "values": [
                    4.79189828600002
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.694621146111075e-05,
                "ram": 2.799724473952759e-06,
                "gpu": 0,
                "total": 6.974593593506352e-05
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 969.527296,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.6213254570000402,
                "mean": 0.04438038978571716,
                "stdev": 0.002069831533082474,
                "p50": 0.04509165250000535,
                "p90": 0.046072940700005914,
                "p95": 0.0461333424000145,
                "p99": 0.04621803168001634,
                "values": [
                    0.04356078400002161,
                    0.04607634000001326,
                    0.04584716100001174,
                    0.043420201000003544,
                    0.04581090299998891,
                    0.0455677789999811,
                    0.044143493000007084,
                    0.04493794999999068,
                    0.04606500899998878,
                    0.0447199420000004,
                    0.0462392040000168,
                    0.04524535500002003,
                    0.040636301999995794,
                    0.03905503400000043
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 45.06494894832257
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.55781208644444e-06,
                "ram": 6.514045142026734e-08,
                "gpu": 0.0,
                "total": 1.6229525378647072e-06
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1232321.9276833371
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 970.182656,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.3969281509999689,
                "mean": 0.028352010785712065,
                "stdev": 0.001607494170766613,
                "p50": 0.028919357000006585,
                "p90": 0.02933393110000111,
                "p95": 0.029383686900000327,
                "p99": 0.02939031897999115,
                "values": [
                    0.02922824999998852,
                    0.029379223000006505,
                    0.029120567999996183,
                    0.02897680000000946,
                    0.028728265000012243,
                    0.028861914000003708,
                    0.029176372999984324,
                    0.028990294999999833,
                    0.02883547499999395,
                    0.029391976999988856,
                    0.0284759629999769,
                    0.028807221999983312,
                    0.02488341200000832,
                    0.024072414000016806
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 35.270866943375594
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.322432600832963e-07,
                "ram": 3.8983804091197156e-08,
                "gpu": 0.0,
                "total": 9.71227064174493e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 1029625.3439456641
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 14,
                "total": 0.3904897900000037,
                "mean": 0.027892127857143123,
                "stdev": 0.0015508869225072956,
                "p50": 0.02845208849998926,
                "p90": 0.028836357199992335,
                "p95": 0.028883076249998398,
                "p99": 0.028884477650001655,
                "values": [
                    0.028729546999983313,
                    0.02888482800000247,
                    0.028649918000013486,
                    0.028491061000011086,
                    0.02824616300000571,
                    0.028393657999998823,
                    0.02869265900000073,
                    0.028475882999998703,
                    0.028349887000018725,
                    0.028882132999996202,
                    0.02795235399997864,
                    0.028428293999979815,
                    0.02454897699999492,
                    0.0237644280000211
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 35.85240986710527
            },
            "energy": null,
            "efficiency": null
        }
    }
}