1 code implementation • 18 Apr 2024 • Yubo Gao, Maryam Haghifam, Christina Giannoula, Renbo Tu, Gennady Pekhimenko, Nandita Vijaykumar
Development of new DL models typically involves two parties: the model developers and performance optimizers.
no code implementations • 1 Oct 2023 • Yubo Gao, Haotian Wu
Specifically, we design the Two-Level Debiased Contrastive Learning (TDCL) and deploy it in the KG, which is conducted not only on User-Item pairs but also on User-User pairs for modeling higher-order relations.
1 code implementation • 31 Jan 2021 • Geoffrey X. Yu, Yubo Gao, Pavel Golikov, Gennady Pekhimenko
Our technique exploits the observation that, because DNN training consists of repetitive compute steps, predicting the execution time of a single iteration is usually enough to characterize the performance of an entire training process.