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Cortex: A Compiler for Recursive Deep Learning Models

Cortex: A Compiler for Recursive Deep Learning Models

2 November 2020
Pratik Fegade
Tianqi Chen
Phillip B. Gibbons
T. Mowry
    VLM
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Papers citing "Cortex: A Compiler for Recursive Deep Learning Models"

8 / 8 papers shown
Title
Tilus: A Virtual Machine for Arbitrary Low-Precision GPGPU Computation in LLM Serving
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
Relax: Composable Abstractions for End-to-End Dynamic Machine Learning
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
ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via
  Learned Finite State Machines
ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via Learned Finite State Machines
Siyuan Chen
Pratik Fegade
Tianqi Chen
Phillip B. Gibbons
T. Mowry
16
0
0
08 Feb 2023
ALT: Boosting Deep Learning Performance by Breaking the Wall between
  Graph and Operator Level Optimizations
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
42
0
0
22 Oct 2022
Query Processing on Tensor Computation Runtimes
Query Processing on Tensor Computation Runtimes
Dong He
Supun Nakandala
Dalitso Banda
Rathijit Sen
Karla Saur
Kwanghyun Park
Carlo Curino
Jesús Camacho-Rodríguez
Konstantinos Karanasos
Matteo Interlandi
32
36
0
03 Mar 2022
DNNFusion: Accelerating Deep Neural Networks Execution with Advanced
  Operator Fusion
DNNFusion: Accelerating Deep Neural Networks Execution with Advanced Operator Fusion
Wei Niu
Jiexiong Guan
Yanzhi Wang
G. Agrawal
Bin Ren
AI4CE
32
147
0
30 Aug 2021
Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph
  Neural Networks
Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks
Minjie Wang
Da Zheng
Zihao Ye
Quan Gan
Mufei Li
...
Jiaqi Zhao
Haotong Zhang
Alex Smola
Jinyang Li
Zheng-Wei Zhang
AI4CE
GNN
206
747
0
03 Sep 2019
Deep Reinforcement Learning for Dialogue Generation
Deep Reinforcement Learning for Dialogue Generation
Jiwei Li
Will Monroe
Alan Ritter
Michel Galley
Jianfeng Gao
Dan Jurafsky
220
1,328
0
05 Jun 2016
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