A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations
☆324May 22, 2024Updated last year
Alternatives and similar repositories for ProGraML
Users that are interested in ProGraML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14Jul 21, 2020Updated 5 years ago
- Implementation of IR2Vec, LLVM IR Based Scalable Program Embeddings☆103Feb 11, 2026Updated 2 months ago
- Neural Code Comprehension: A Learnable Representation of Code Semantics☆216Nov 22, 2024Updated last year
- Reinforcement learning environments for compiler and program optimization tasks☆1,009Apr 14, 2026Updated 2 weeks ago
- ComPy-Learn is a framework for exploring program representations for ML4CODE tasks.☆22Aug 7, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 📝 "End-to-end Deep Learning of Optimization Heuristics" (🥇 PACT'17 Best Paper)☆72Feb 10, 2023Updated 3 years ago
- ☆12Aug 9, 2020Updated 5 years ago
- High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and Advancing☆54Jun 6, 2024Updated last year
- Deep learning program generator☆105Dec 4, 2023Updated 2 years ago
- The dataset for the variable-misuse task, used in the ICLR 2020 paper 'Global Relational Models of Source Code' [https://openreview.net/f…☆22Aug 19, 2020Updated 5 years ago
- Code for ICML 2021 paper: How could Neural Networks understand Programs?☆123Nov 7, 2024Updated last year
- Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.☆771Apr 22, 2026Updated last week
- ☆32Jul 13, 2022Updated 3 years ago
- ☆62Aug 4, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [LLVM Static Slicer] Various program analyses, construction of dependence graphs and program slicing of LLVM bitcode.☆527May 21, 2025Updated 11 months ago
- NeuroVectorizer is a framework that uses deep reinforcement learning (RL) to predict optimal vectorization compiler pragmas for for loops…☆99Jan 7, 2023Updated 3 years ago
- ☆35Dec 12, 2021Updated 4 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆85May 10, 2021Updated 4 years ago
- ICCAD'23 Best Paper Award candidate: Robust GNN-based Representation Learning for HLS☆24May 23, 2024Updated last year
- IronMan+alpha: Graph Neural Network and Reinforcement Learning in High-Level Synthesis☆27Jun 24, 2022Updated 3 years ago
- Library for preprocessing java source code into Augmented ASTs, as per the paper Open Vocabulary Learning on Source Code with a Graph-Str…☆21Oct 22, 2018Updated 7 years ago
- 👨💻 My PhD.☆190Oct 5, 2022Updated 3 years ago
- [DATE 2022] PowerGear: Early-Stage Power Estimation in FPGA HLS via Heterogeneous Edge-Centric GNNs☆20Apr 15, 2022Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- DATE'24 paper: "Hierarchical Source-to-Post-Route QoR Prediction in High-Level Synthesis with GNNs"☆20Dec 10, 2024Updated last year
- Dataset for ML-guided Accelerator Design☆44Nov 18, 2024Updated last year
- Fast, Accurate and Convenient Light-Weight HLS Framework for Academic Design Space Exploration and Evaluation. (LLVM-11)☆62Mar 17, 2022Updated 4 years ago
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆169Dec 26, 2021Updated 4 years ago
- Implementation of the paper "Language-agnostic representation learning of source code from structure and context".