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Compiler Optimization
Compiler Optimization
Machine learning guided compiler optimization
Papers
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Showing 31–40 of 45 papers
Title
Date
Tasks
Status
Hype
Learning to Combine Instructions in LLVM Compiler
Feb 22, 2022
Compiler Optimization
Machine Translation
—
Unverified
0
Learning to Superoptimize Real-world Programs
Sep 28, 2021
Compiler Optimization
Imitation Learning
—
Unverified
0
CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research
Sep 17, 2021
Compiler Optimization
OpenAI Gym
Code
Code Available
1
GRIM: A General, Real-Time Deep Learning Inference Framework for Mobile Devices based on Fine-Grained Structured Weight Sparsity
Aug 25, 2021
Code Generation
Compiler Optimization
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Unverified
0
Achieving Real-Time Object Detection on MobileDevices with Neural Pruning Search
Jun 28, 2021
2D Object Detection
3D Object Detection
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Unverified
0
FOGA: Flag Optimization with Genetic Algorithm
May 15, 2021
Compiler Optimization
Position
—
Unverified
0
MLComp: A Methodology for Machine Learning-based Performance Estimation and Adaptive Selection of Pareto-Optimal Compiler Optimization Sequences
Dec 9, 2020
Compiler Optimization
reinforcement-learning
—
Unverified
0
Towards Fast and Accurate Neural Chinese Word Segmentation with Multi-Criteria Learning
Dec 1, 2020
Chinese Word Segmentation
Compiler Optimization
—
Unverified
0
Deep Data Flow Analysis
Nov 21, 2020
BIG-bench Machine Learning
Compiler Optimization
—
Unverified
0
EasyTransfer -- A Simple and Scalable Deep Transfer Learning Platform for NLP Applications
Nov 18, 2020
Compiler Optimization
Conversational Question Answering
Code
Code Available
1
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