MLIR: A Compiler Infrastructure for the End of Moore's Law

25 February 2020

Papers citing "MLIR: A Compiler Infrastructure for the End of Moore's Law"

27 / 27 papers shown

Title
OODTE: A Differential Testing Engine for the ONNX Optimizer Nikolaos Louloudakis Ajitha Rajan 46 0 0 03 May 2025
Rulebook: bringing co-routines to reinforcement learning environments Massimo Fioravanti Samuele Pasini Giovanni Agosta 33 0 0 28 Apr 2025
Neuromorphic Intermediate Representation: A Unified Instruction Set for Interoperable Brain-Inspired Computing Jens Egholm Pedersen Steven Abreu Matthias Jobst Gregor Lenz Vittorio Fra ... Gianvito Urgese Sadasivan Shankar Terrence C. Stewart Jason K. Eshraghian Sadique Sheik 34 30 0 24 Nov 2023
SimplePIM: A Software Framework for Productive and Efficient Processing-in-Memory Jinfan Chen Juan Gómez Luna I. E. Hajj Yu-Yin Guo Onur Mutlu 37 19 0 03 Oct 2023
On the Tool Manipulation Capability of Open-source Large Language Models Qiantong Xu Fenglu Hong Yangqiu Song Changran Hu Zheng Chen Jian Zhang LLMAG 35 69 0 25 May 2023
Auto-Parallelizing Large Models with Rhino: A Systematic Approach on Production AI Platform Shiwei Zhang Lansong Diao Siyu Wang Zongyan Cao Yiliang Gu Chang Si Ziji Shi Zhen Zheng Chuan Wu W. Lin AI4CE 32 4 0 16 Feb 2023
Python FPGA Programming with Data-Centric Multi-Level Design Johannes de Fine Licht T. De Matteis Tal Ben-Nun Andreas Kuster Oliver Rausch Manuel Burger Carl-Johannes Johnsen Torsten Hoefler 26 1 0 28 Dec 2022
On Physics-Informed Neural Networks for Quantum Computers Stefano Markidis PINN 37 18 0 28 Sep 2022
Optimizing DNN Compilation for Distributed Training with Joint OP and Tensor Fusion Xiaodong Yi Shiwei Zhang Lansong Diao Chuan Wu Zhen Zheng Shiqing Fan Siyu Wang Jun Yang W. Lin 49 4 0 26 Sep 2022
Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems Shail Dave Alberto Marchisio Muhammad Abdullah Hanif Amira Guesmi Aviral Shrivastava Ihsen Alouani Mohamed Bennai 39 13 0 18 Apr 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 32 36 0 03 Mar 2022
Memory Planning for Deep Neural Networks Maksim Levental 35 4 0 23 Feb 2022
Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation Jiawei Liu Yuxiang Wei Sen Yang Yinlin Deng Lingming Zhang 41 41 0 21 Feb 2022
Compiler-Driven Simulation of Reconfigurable Hardware Accelerators Zhijing Li Yuwei Ye S. Neuendorffer Adrian Sampson 39 3 0 01 Feb 2022
Lifting C Semantics for Dataflow Optimization A. Calotoiu Tal Ben-Nun Grzegorz Kwa'sniewski Johannes de Fine Licht Timo Schneider Philipp Schaad Torsten Hoefler 27 6 0 22 Dec 2021
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
High Performance GPU Code Generation for Matrix-Matrix Multiplication using MLIR: Some Early Results Navdeep Katel Vivek Khandelwal Uday Bondhugula 8 7 0 23 Aug 2021
Automated Backend-Aware Post-Training Quantization Ziheng Jiang Animesh Jain An Liu Josh Fromm Chengqian Ma Tianqi Chen Luis Ceze MQ 37 2 0 27 Mar 2021
DISC: A Dynamic Shape Compiler for Machine Learning Workloads Kai Zhu Wenyi Zhao Zhen Zheng Tianyou Guo Pengzhan Zhao ... Junjie Bai Jun Yang Xiaoyong Liu Lansong Diao Wei Lin 35 27 0 09 Mar 2021
tf.data: A Machine Learning Data Processing Framework D. Murray Jiří Šimša Ana Klimovic Ihor Indyk PINN AI4CE LMTD 47 87 0 28 Jan 2021
Pruning and Quantization for Deep Neural Network Acceleration: A Survey Tailin Liang C. Glossner Lei Wang Shaobo Shi Xiaotong Zhang MQ 150 678 0 24 Jan 2021
Larq Compute Engine: Design, Benchmark, and Deploy State-of-the-Art Binarized Neural Networks T. Bannink Arash Bakhtiari Adam Hillier Lukas Geiger T. D. Bruin Leon Overweel J. Neeven K. Helwegen 3DV MQ 13 36 0 18 Nov 2020
Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights Shail Dave Riyadh Baghdadi Tony Nowatzki Sasikanth Avancha Aviral Shrivastava Baoxin Li 64 82 0 02 Jul 2020
Data Movement Is All You Need: A Case Study on Optimizing Transformers A. Ivanov Nikoli Dryden Tal Ben-Nun Shigang Li Torsten Hoefler 36 131 0 30 Jun 2020
Dynamic Tensor Rematerialization Marisa Kirisame Steven Lyubomirsky Altan Haan Jennifer Brennan Mike He Jared Roesch Tianqi Chen Zachary Tatlock 29 93 0 17 Jun 2020
ProTuner: Tuning Programs with Monte Carlo Tree Search Ameer Haj-Ali Hasan Genç Qijing Huang William S. Moses J. Wawrzynek Krste Asanović Ion Stoica 36 21 0 27 May 2020
Q-EEGNet: an Energy-Efficient 8-bit Quantized Parallel EEGNet Implementation for Edge Motor-Imagery Brain--Machine Interfaces Tibor Schneider Xiaying Wang Michael Hersche Lukas Cavigelli Luca Benini 19 24 0 24 Apr 2020