IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
24c7aaf
verified
{ | |
"config": { | |
"name": "cpu_inference_transformers_text-generation_openai-community/gpt2", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.0+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": 16757.338112, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-6.5.0-1025-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"optimum_benchmark_version": "0.4.0", | |
"optimum_benchmark_commit": "bbd38855156b81c8eada2deda937e3adeb3b496b", | |
"transformers_version": "4.44.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.1", | |
"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": 1120.579584, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 4.862483819000005, | |
"mean": 4.862483819000005, | |
"stdev": 0.0, | |
"p50": 4.862483819000005, | |
"p90": 4.862483819000005, | |
"p95": 4.862483819000005, | |
"p99": 4.862483819000005, | |
"values": [ | |
4.862483819000005 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.749456509444436e-05, | |
"ram": 2.8210966400702293e-06, | |
"gpu": 0, | |
"total": 7.031566173451459e-05 | |
}, | |
"efficiency": null | |
}, | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 974.58176, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.6227009289999614, | |
"mean": 0.04447863778571153, | |
"stdev": 0.0029687046123241354, | |
"p50": 0.043536291999984655, | |
"p90": 0.04932804179998982, | |
"p95": 0.050656373699990806, | |
"p99": 0.05097438593999982, | |
"values": [ | |
0.04343800199998782, | |
0.04517743900001392, | |
0.044524606999999605, | |
0.04363458199998149, | |
0.05105388900000207, | |
0.05044232699998474, | |
0.04672804300000166, | |
0.04279718500001195, | |
0.04136566299999345, | |
0.04237261299999773, | |
0.04203163500000073, | |
0.04536783399998967, | |
0.04202343099998984, | |
0.04174367900000675 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 44.965405856977185 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.6665238706018544e-06, | |
"ram": 6.964482962893421e-08, | |
"gpu": 0.0, | |
"total": 1.7361687002307885e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1151961.7878920063 | |
} | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 974.712832, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.3822335680000606, | |
"mean": 0.027302397714290043, | |
"stdev": 0.0026371528804514702, | |
"p50": 0.026413354500007813, | |
"p90": 0.029971353299998785, | |
"p95": 0.032472855100002106, | |
"p99": 0.034764009420002816, | |
"values": [ | |
0.026706786999994847, | |
0.027732802999992145, | |
0.026425963000008323, | |
0.026373465000006036, | |
0.035336798000003, | |
0.030930732000001626, | |
0.02693348100001458, | |
0.026400746000007302, | |
0.025759609000004957, | |
0.02605992900001297, | |
0.0276180790000069, | |
0.025116228000001684, | |
0.025982415000015635, | |
0.024856532999990577 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 36.62681975644217 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.0043665245833384e-06, | |
"ram": 4.1975257891191114e-08, | |
"gpu": 0.0, | |
"total": 1.0463417824745297e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 955710.6642870225 | |
} | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.37680175799999915, | |
"mean": 0.026914411285714226, | |
"stdev": 0.002613797326946548, | |
"p50": 0.026044009999992568, | |
"p90": 0.02957201119999411, | |
"p95": 0.03205849579999693, | |
"p99": 0.03432810235999199, | |
"values": [ | |
0.02627271700001188, | |
0.02733465999997975, | |
0.02605901799998378, | |
0.02602207900000053, | |
0.03489550399999075, | |
0.030530876000000262, | |
0.026572156000014502, | |
0.026029002000001356, | |
0.025394908000009764, | |
0.025649122000004354, | |
0.027104119000000537, | |
0.024760764999996354, | |
0.025636359000003495, | |
0.02454047300000184 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 37.154816034589814 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |