DISC: A Dynamic Shape Compiler for Machine Learning Workloads

DISC: A Dynamic Shape Compiler for Machine Learning Workloads

9 March 2021

Zhen Zheng

Papers citing "DISC: A Dynamic Shape Compiler for Machine Learning Workloads"

10 / 10 papers shown

Title
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 43 0 0 17 Apr 2025
BladeDISC++: Memory Optimizations Based On Symbolic Shape Xiulong Yuan Xu Yan Wenting Shen Xiafei Qiu Ang Wang Jie M. Zhang Y. Li Wei Lin 75 0 0 22 Dec 2024
FTuner: A Fast Dynamic Shape Tensors Program Auto-Tuner for Deep Learning Compilers Pengyu Mu Linquan Wei Yi Liu Rui Wang 25 0 0 31 Jul 2024
Data Overfitting for On-Device Super-Resolution with Dynamic Algorithm and Compiler Co-Design Gen Li Zhihao Shu Jie Ji Minghai Qin Fatemeh Afghah Wei Niu Xiaolong Ma SupR 38 0 0 03 Jul 2024
Transformer-Lite: High-efficiency Deployment of Large Language Models on Mobile Phone GPUs Luchang Li Sheng Qian Jie Lu Lunxi Yuan Rui Wang Qin Xie 42 9 0 29 Mar 2024
SoD $^2$ : Statically Optimizing Dynamic Deep Neural Network Wei Niu Gagan Agrawal Bin Ren 33 4 0 29 Feb 2024
PAI-Diffusion: Constructing and Serving a Family of Open Chinese Diffusion Models for Text-to-image Synthesis on the Cloud Chengyu Wang Zhongjie Duan Bingyan Liu Xinyi Zou Cen Chen Kui Jia Jun Huang DiffM 17 3 0 11 Sep 2023
FunASR: A Fundamental End-to-End Speech Recognition Toolkit Zhifu Gao Zerui Li Jiaming Wang Haoneng Luo Xian Shi ... Yabin Li Lingyun Zuo Zhihao Du Zhangyu Xiao Shiliang Zhang 29 54 0 18 May 2023
Hidet: Task-Mapping Programming Paradigm for Deep Learning Tensor Programs Yaoyao Ding Cody Hao Yu Bojian Zheng Yizhi Liu Yida Wang Gennady Pekhimenko 23 30 0 18 Oct 2022
swTVM: Towards Optimized Tensor Code Generation for Deep Learning on Sunway Many-Core Processor Mingzhen Li Changxi Liu Jian-He Liao Xuegui Zheng Hailong Yang ... Jun Xu L. Gan Guangwen Yang Zhongzhi Luan D. Qian 14 2 0 16 Apr 2019