/awesome-tensor-compilers

A list of awesome compiler projects and papers for tensor computation and deep learning.

Awesome Tensor Compilers

Awesome Maintenance

A list of awesome compiler projects and papers for tensor computation and deep learning.

Contents

Open Source Projects

Papers

Survey

Compiler and IR Design

Auto-tuning and Auto-scheduling

Cost Model

CPU and GPU Optimization

NPU Optimization

Graph-level Optimization

Dynamic Model

Graph Neural Networks

Distributed Computing

Quantization and Sparsification

Program Rewriting

Verification and Testing

Tutorials

Contribute

We encourage all contributions to this repository. Open an issue or send a pull request.

Notes on the Link Format

We prefer using a link which points to a more informative page instead of a single pdf. For example, for arxiv papers, we prefer https://arxiv.org/abs/1802.04799 over https://arxiv.org/pdf/1802.04799.pdf. For OSDI papers, we prefer https://www.usenix.org/conference/osdi18/presentation/chen over https://www.usenix.org/system/files/osdi18-chen.pdf