IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
ee21687
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": "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": {}, | |
"hub_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, | |
"latency": true, | |
"memory": 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-6.5.0-1022-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"optimum_benchmark_version": "0.2.1", | |
"optimum_benchmark_commit": "c594845efb520077430f4fe3f536bc1756e2b290", | |
"transformers_version": "4.42.3", | |
"transformers_commit": null, | |
"accelerate_version": "0.31.0", | |
"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": { | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 945.963008, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.6279437600001074, | |
"mean": 0.041862917333340494, | |
"stdev": 0.0006129532426794385, | |
"p50": 0.04169695899997805, | |
"p90": 0.04260120740000275, | |
"p95": 0.0428040264999936, | |
"p99": 0.04312844849998783, | |
"values": [ | |
0.04255767500001184, | |
0.0414916390000144, | |
0.04263022899999669, | |
0.042312660999982654, | |
0.040951126000038585, | |
0.04156189899998708, | |
0.0418386919999989, | |
0.04150027299999692, | |
0.04169695899997805, | |
0.04320955399998638, | |
0.04135009600003059, | |
0.04186981999998807, | |
0.04242118200005507, | |
0.0410951910000108, | |
0.0414567640000314 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 47.774979084105986 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.5992889404296875e-06, | |
"ram": 6.683649339424846e-08, | |
"gpu": 0.0, | |
"total": 1.666125433823936e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1200389.8142349261 | |
} | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 945.963008, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.39003121299992927, | |
"mean": 0.02600208086666195, | |
"stdev": 0.0009001867213492776, | |
"p50": 0.025773655000023155, | |
"p90": 0.02726734360002183, | |
"p95": 0.02810104910003588, | |
"p99": 0.028233319420031648, | |
"values": [ | |
0.025800435999997262, | |
0.026041652999992948, | |
0.026045811000017238, | |
0.025717951999979505, | |
0.02598309499995821, | |
0.025773655000023155, | |
0.025626923999993778, | |
0.025347597000006772, | |
0.028030190000038147, | |
0.02612307399999736, | |
0.02573717799998576, | |
0.02826638700003059, | |
0.02518580599996767, | |
0.025015419999988353, | |
0.025336034999952517 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 38.45846050275653 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 9.636857840749947e-07, | |
"ram": 4.027562516033357e-08, | |
"gpu": 0.0, | |
"total": 1.0039614092353288e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 996054.2216076353 | |
} | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.949856417000035, | |
"mean": 0.06784688692857392, | |
"stdev": 0.001138837022341767, | |
"p50": 0.06750848549998523, | |
"p90": 0.06955277480003019, | |
"p95": 0.06971698425003581, | |
"p99": 0.06994560485002524, | |
"values": [ | |
0.06752601800002367, | |
0.06870441299997765, | |
0.06805578900002729, | |
0.06693884999998545, | |
0.06735868700002356, | |
0.06749095299994678, | |
0.06685787899999696, | |
0.06956310500004292, | |
0.06952867100000049, | |
0.0670783069999743, | |
0.07000276000002259, | |
0.0678079509999634, | |
0.06607747000003883, | |
0.06686556400001109 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 14.739069768267392 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |