Search Results for author: Jianan Canal Li

Found 2 papers, 2 papers with code

MCTensor: A High-Precision Deep Learning Library with Multi-Component Floating-Point

1 code implementation18 Jul 2022 Tao Yu, Wentao Guo, Jianan Canal Li, Tiancheng Yuan, Christopher De Sa

In this paper, we introduce MCTensor, a library based on PyTorch for providing general-purpose and high-precision arithmetic for DL training.

Cyclical Kernel Adaptive Metropolis

1 code implementation29 Jun 2022 Jianan Canal Li, Yimeng Zeng, Wentao Guo

We propose cKAM, cyclical Kernel Adaptive Metropolis, which incorporates a cyclical stepsize scheme to allow control for exploration and sampling.

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