Reading list on Deep Learning Compilers

Table of Contents

Hot topics in 2020

Differentiable Programming

Demystifying Differentiable Programming: Shift/Reset the Penultimate Backpropagator

Taichi: A Language for High-Performance Computation on Spatially Sparse Data Structures

DiffTaichi

Auto scheduling

FlexTensor: An Automatic Schedule Exploration and Optimization Framework for Tensor Computation on Heterogeneous System

Ansor : Generating High-Performance Tensor Programs for Deep Learning

GNN Systems

GNNAdvisor

Distributed Training

Re-materializing tensors

Checkmate

Author: expye(Zihao Ye)

Email: expye@outlook.com

Date: 2020-07-02

Last modified: 2020-07-30 Thu 02:38

Licensed under CC BY-NC 4.0