IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
647f86c
verified
{ | |
"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": "76a02351fb822bf768d5e23c9b8129d5e0d491b2", | |
"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, | |
"llama_cpp_version": null, | |
"llama_cpp_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1105.760256, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 4.723731064000049, | |
"mean": 4.723731064000049, | |
"stdev": 0.0, | |
"p50": 4.723731064000049, | |
"p90": 4.723731064000049, | |
"p95": 4.723731064000049, | |
"p99": 4.723731064000049, | |
"values": [ | |
4.723731064000049 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.74566321902805e-05, | |
"ram": 2.8194437106458283e-06, | |
"gpu": 0, | |
"total": 7.027607590092632e-05 | |
}, | |
"efficiency": null | |
}, | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 958.722048, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.6481861440000785, | |
"mean": 0.04629901028571989, | |
"stdev": 0.001758699695466626, | |
"p50": 0.046803149500021846, | |
"p90": 0.0475985139999807, | |
"p95": 0.047847456549990855, | |
"p99": 0.04790385210998863, | |
"values": [ | |
0.04674380800003064, | |
0.04791795099998808, | |
0.04690429900000481, | |
0.04569910800000798, | |
0.047809497999992345, | |
0.04686249100001305, | |
0.04593874800002595, | |
0.04625518199998169, | |
0.04699240400003646, | |
0.04700537799999438, | |
0.047106217999953515, | |
0.04626177400001552, | |
0.04633940300004724, | |
0.04034988199998679 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 43.1974676706397 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.599756611718072e-06, | |
"ram": 6.685694271645843e-08, | |
"gpu": 0.0, | |
"total": 1.6666135544345303e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1200038.2420258098 | |
} | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 959.639552, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.40264283599992723, | |
"mean": 0.028760202571423372, | |
"stdev": 0.0015084525742300738, | |
"p50": 0.029379435500004547, | |
"p90": 0.030007666400001652, | |
"p95": 0.030119792300007477, | |
"p99": 0.03017199925999307, | |
"values": [ | |
0.03018505099998947, | |
0.028981944000008752, | |
0.02946461999999883, | |
0.029540091999990636, | |
0.02982803099996545, | |
0.029573213999981363, | |
0.03008465300001717, | |
0.02953540199996496, | |
0.029294251000010263, | |
0.027784789000008914, | |
0.029219510000018545, | |
0.028362071999993077, | |
0.025037362999967172, | |
0.025751844000012625 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 34.7702696987822 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 9.382102390130356e-07, | |
"ram": 3.921018097755962e-08, | |
"gpu": 0.0, | |
"total": 9.774204199905953e-07 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1023101.1952969244 | |
} | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.3964874569998642, | |
"mean": 0.028320532642847444, | |
"stdev": 0.0014560318950426292, | |
"p50": 0.028920975000005456, | |
"p90": 0.029524747299990394, | |
"p95": 0.029633601899999463, | |
"p99": 0.02969835958000374, | |
"values": [ | |
0.02971454900000481, | |
0.02852604899999278, | |
0.029012592000015047, | |
0.029074988999980178, | |
0.029372455999975955, | |
0.029123791000017718, | |
0.029590014999996583, | |
0.029069377999974222, | |
0.028829357999995864, | |
0.027328441999998176, | |
0.028752644000007876, | |
0.027912918999959402, | |
0.024732581999955983, | |
0.025447692999989613 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 35.31007035111528 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |