赵大寳

https://kishorepv.github.io/DSSM/

DeepRec CPU性能优化大赛记录：

alideeprec/deeprec-tianchi:deeprec-cpu-py36-ubuntu18.04：

{‘DIEN (s)’: ‘338.2874277641531’, ‘DIEN_auc’: ‘0.7482089’, ‘DIN (s)’: ‘344.9489081639331’, ‘DIN_auc’: ‘0.7109343’, ‘DLRM (s)’: ‘345.0167404038366’, ‘DLRM_auc’: ‘0.54731035’, ‘DeepFM (s)’: ‘342.63975579990074’, ‘DeepFM_auc’: ‘0.5248114’, ‘MMoE (s)’: ‘353.0140869959723’, ‘MMoE_auc’: ‘0.7530705’, ‘WDL (s)’: ‘347.30139677994885’, ‘WDL_auc’: ‘0.5554801’, ‘score’: ‘2071.2083159077447’}

cpu_dd4ef9fc0e6:

{‘DIEN (s)’: ‘338.61305551906116’, ‘DIEN_auc’: ‘0.75263226’, ‘DIN (s)’: ‘340.71815296891145’, ‘DIN_auc’: ‘0.71101964’, ‘DLRM (s)’: ‘342.65157303982414’, ‘DLRM_auc’: ‘0.54731035’, ‘DeepFM (s)’: ‘341.53632317087613’, ‘DeepFM_auc’: ‘0.5248114’, ‘MMoE (s)’: ‘352.65065131383017’, ‘MMoE_auc’: ‘0.7530705’, ‘WDL (s)’: ‘347.1523700708058’, ‘WDL_auc’: ‘0.5554801’, ‘score’: ‘2063.322126083309’}

AdamAsync->Adam:

{‘DeepFM (s)’: ‘337.4343775131274’, ‘DeepFM_auc’: ‘0.52940536’, ‘score’: ‘337.4343775131274’}

Adam:

{‘DIEN (s)’: ‘328.4705243080389’, ‘DIEN_auc’: ‘0.74940974’, ‘DIN (s)’: ‘336.0188308469951’, ‘DIN_auc’: ‘0.71091163’, ‘DLRM (s)’: ‘336.096289542038’, ‘DLRM_auc’: ‘0.54801184’, ‘DeepFM (s)’: ‘335.1061465491075’, ‘DeepFM_auc’: ‘0.52940536’, ‘MMoE (s)’: ‘342.37486559618264’, ‘MMoE_auc’: ‘0.7530705’, ‘WDL (s)’: ‘345.0733006198425’, ‘WDL_auc’: ‘0.5555615’, ‘score’: ‘2023.1399574622046’}

e34174e8ecb_cpu_onednn:

{‘DIEN (s)’: ‘399.94809763506055’, ‘DIEN_auc’: ‘0.7564465’, ‘DIN (s)’: ‘349.10906882816926’, ‘DIN_auc’: ‘0.71193093’, ‘DLRM (s)’: ‘349.2731482631061’, ‘DLRM_auc’: ‘0.54696’, ‘DeepFM (s)’: ‘347.1756248760503’, ‘DeepFM_auc’: ‘0.52372706’, ‘MMoE (s)’: ‘347.5785718190018’, ‘MMoE_auc’: ‘0.7530705’, ‘WDL (s)’: ‘365.52282873913646’, ‘WDL_auc’: ‘0.5555252’, ‘score’: ‘2158.6073401605245’}

wheels_main_cpu_ded610bbc1a:

score	DIEN (s)	DIN (s)	DLRM (s)	DeepFM (s)	MMoE (s)	WDL (s)	最优成绩提交日	notes
2016.85	330.10	334.27	333.08	338.89	340.84	339.67	2022-08-28	wheels_main_cpu_ded610bbc1a