Jared Roesch | DeepAI

AI Chat

Featured Co-authors

Wei Chen
332 publications
Zhi Chen
83 publications
Mu Li
73 publications
Yida Wang
35 publications
Tianqi Chen
35 publications
Zachary Tatlock
25 publications
Ziheng Jiang
13 publications
Emery D. Berger
13 publications
Rene Just
11 publications
Yong Wu
11 publications
Thierry Moreau
11 publications

∙ 05/03/2021

Bring Your Own Codegen to Deep Learning Compiler

Deep neural networks (DNNs) have been ubiquitously applied in many appli...

25 Zhi Chen, et al. ∙

∙ 06/17/2020

Dynamic Tensor Rematerialization

Checkpointing enables training deep learning models under restricted mem...

102 Marisa Kirisame, et al. ∙

∙ 06/04/2020

Nimble: Efficiently Compiling Dynamic Neural Networks for Model Inference

Modern deep neural networks increasingly make use of features such as dy...

0 Haichen Shen, et al. ∙

∙ 04/17/2019

Relay: A High-Level Compiler for Deep Learning

Frameworks for writing, compiling, and optimizing deep learning (DL) mod...

0 Jared Roesch, et al. ∙

∙ 04/17/2019

Relay: A High-Level IR for Deep Learning

Frameworks for writing, compiling, and optimizing deep learning (DL) mod...

0 Jared Roesch, et al. ∙

∙ 04/10/2019

Tea: A High-level Language and Runtime System for Automating Statistical Analysis

Though statistical analyses are centered on research questions and hypot...

0 Eunice Jun, et al. ∙

∙ 09/26/2018

Relay: A New IR for Machine Learning Frameworks

Machine learning powers diverse services in industry including search, t...

0 Jared Roesch, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world