Cortex: A Compiler for Recursive Deep Learning Models

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Cortex: A Compiler for Recursive Deep Learning Models

2 November 2020

Phillip B. Gibbons

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Papers citing "Cortex: A Compiler for Recursive Deep Learning Models"

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Title
Tilus: A Virtual Machine for Arbitrary Low-Precision GPGPU Computation in LLM Serving Yaoyao Ding Bohan Hou Xinyu Zhang Allan Lin Tianqi Chen Cody Yu Hao Yida Wang Gennady Pekhimenko 132 0 0 17 Apr 2025
Scheduling Languages: A Past, Present, and Future Taxonomy Mary Hall Cosmin Oancea Anne C. Elster Ari Rasch Sameeran Joshi Amir Mohammad Tavakkoli Richard Schulze 92 1 0 25 Oct 2024
SoD $^2$ : Statically Optimizing Dynamic Deep Neural Network Wei Niu Gagan Agrawal Bin Ren 79 5 0 29 Feb 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 111 11 0 01 Nov 2023
DyCL: Dynamic Neural Network Compilation Via Program Rewriting and Graph Optimization Simin Chen Shiyi Wei Cong Liu Wei Yang 70 6 0 11 Jul 2023
ACRoBat: Optimizing Auto-batching of Dynamic Deep Learning at Compile Time Pratik Fegade Tianqi Chen Phillip B. Gibbons T. Mowry 67 2 0 17 May 2023
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 52 0 0 08 Feb 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 109 0 0 22 Oct 2022
Hidet: Task-Mapping Programming Paradigm for Deep Learning Tensor Programs Yaoyao Ding Cody Hao Yu Bojian Zheng Yizhi Liu Yida Wang Gennady Pekhimenko 94 32 0 18 Oct 2022
TensorIR: An Abstraction for Automatic Tensorized Program Optimization Siyuan Feng Bohan Hou Hongyi Jin Wuwei Lin Junru Shao ... Zihao Ye Lianmin Zheng Cody Hao Yu Yong Yu Tianqi Chen 61 68 0 09 Jul 2022
A Survey of Multi-Tenant Deep Learning Inference on GPU Fuxun Yu Di Wang Longfei Shangguan Minjia Zhang Chenchen Liu Xiang Chen BDL AI4CE 87 33 0 17 Mar 2022
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 178 37 0 03 Mar 2022
A Survey of Large-Scale Deep Learning Serving System Optimization: Challenges and Opportunities Fuxun Yu Di Wang Longfei Shangguan Minjia Zhang Xulong Tang Chenchen Liu Xiang Chen 56 9 0 28 Nov 2021
Collage: Seamless Integration of Deep Learning Backends with Automatic Placement Byungsoo Jeon Sunghyun Park Peiyuan Liao Sheng Xu Tianqi Chen Zhihao Jia VLM 87 5 0 01 Nov 2021
The CoRa Tensor Compiler: Compilation for Ragged Tensors with Minimal Padding Pratik Fegade Tianqi Chen Phillip B. Gibbons T. Mowry 87 29 0 19 Oct 2021
DNNFusion: Accelerating Deep Neural Networks Execution with Advanced Operator Fusion Wei Niu Jiexiong Guan Yanzhi Wang G. Agrawal Bin Ren AI4CE 78 153 0 30 Aug 2021