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Compiler Optimization
Compiler Optimization
Machine learning guided compiler optimization
Papers
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Showing 21–30 of 45 papers
Title
Date
Tasks
Status
Hype
oneDNN Graph Compiler: A Hybrid Approach for High-Performance Deep Learning Compilation
Jan 3, 2023
Code Generation
Compiler Optimization
—
Unverified
0
Compiler Optimization for Quantum Computing Using Reinforcement Learning
Dec 8, 2022
Compiler Optimization
reinforcement-learning
Code
Code Available
1
BaCO: A Fast and Portable Bayesian Compiler Optimization Framework
Dec 1, 2022
Compiler Optimization
Code
Code Available
1
Multi-Agent Reinforcement Learning for Microprocessor Design Space Exploration
Nov 29, 2022
Compiler Optimization
Multi-agent Reinforcement Learning
—
Unverified
0
NEON: Enabling Efficient Support for Nonlinear Operations in Resistive RAM-based Neural Network Accelerators
Nov 10, 2022
Compiler Optimization
CPU
—
Unverified
0
Leveraging Artificial Intelligence on Binary Code Comprehension
Oct 11, 2022
Compiler Optimization
Malware Analysis
—
Unverified
0
SimCLF: A Simple Contrastive Learning Framework for Function-level Binary Embeddings
Sep 6, 2022
Compiler Optimization
Contrastive Learning
Code
Code Available
0
Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching
Aug 19, 2022
Compiler Optimization
CPU
Code
Code Available
1
Securing Optimized Code Against Power Side Channels
Jul 6, 2022
Code Generation
Compiler Optimization
—
Unverified
0
CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution
Jul 4, 2022
Compiler Optimization
image-classification
Code
Code Available
1
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