TensorIR: An Abstraction for Automatic Tensorized Program Optimization

TensorIR: An Abstraction for Automatic Tensorized Program Optimization

9 July 2022

Yong Yu

Papers citing "TensorIR: An Abstraction for Automatic Tensorized Program Optimization"

11 / 11 papers shown

Title
QiMeng-TensorOp: Automatically Generating High-Performance Tensor Operators with Hardware Primitives X. Zhang Shaohui Peng Qirui Zhou Yuanbo Wen Qi Guo ... Ke Gao Chen Zhao Yanjun Wu Yunji Chen Ling Li VLM 39 0 0 08 May 2025
Tilus: A Virtual Machine for Arbitrary Low-Precision GPGPU Computation in LLM Serving Yaoyao Ding Bohan Hou X. Zhang Allan Lin Tianqi Chen Cody Yu Hao Yida Wang Gennady Pekhimenko 50 0 0 17 Apr 2025
Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Congcong Li Jin Wang Xiaomeng Wang Xingchen Zhou Wei Wu Yuzhi Zhang Tongyi Cao 3DGS 3DV 108 0 0 19 Jan 2025
Tensorized Ant Colony Optimization for GPU Acceleration Luming Yang Tao Jiang Ran Cheng 13 2 0 07 Apr 2024
Allo: A Programming Model for Composable Accelerator Design Hongzheng Chen Niansong Zhang Shaojie Xiang Zhichen Zeng Mengjia Dai Zhiru Zhang 54 14 0 07 Apr 2024
Relax: Composable Abstractions for End-to-End Dynamic Machine Learning Ruihang Lai Junru Shao Siyuan Feng Steven Lyubomirsky Bohan Hou ... Sunghyun Park Prakalp Srivastava Jared Roesch T. Mowry Tianqi Chen 47 9 0 01 Nov 2023
PowerFusion: A Tensor Compiler with Explicit Data Movement Description and Instruction-level Graph IR Zixuan Ma Haojie Wang Jingze Xing Liyan Zheng Chen Zhang Huanqi Cao Kezhao Huang Shizhi Tang Penghan Wang Jidong Zhai GNN 34 1 0 11 Jul 2023
ALT: Boosting Deep Learning Performance by Breaking the Wall between Graph and Operator Level Optimizations Zhiying Xu Jiafan Xu H. Peng Wei Wang Xiaoliang Wang ... Haipeng Dai Yixu Xu Hao Cheng Kun Wang Guihai Chen 20 0 0 22 Oct 2022
Sgap: Towards Efficient Sparse Tensor Algebra Compilation for GPU Genghan Zhang Yuetong Zhao Yanting Tao Zhongming Yu Guohao Dai Sitao Huang Yuanyuan Wen Pavlos Petoumenos Yu Wang 43 4 0 07 Sep 2022
UNIT: Unifying Tensorized Instruction Compilation Jian Weng Animesh Jain Jie Wang Leyuan Wang Yida Wang Tony Nowatzki 121 30 0 21 Jan 2021
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,567 0 17 Apr 2017