A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations
☆323May 22, 2024Updated 2 years ago
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 4 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☆1,014Apr 14, 2026Updated last month
- ComPy-Learn is a framework for exploring program representations for ML4CODE tasks.☆22Aug 7, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 📝 "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 2 years ago
- 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.☆782Updated this week
- ☆32Jul 13, 2022Updated 3 years ago
- ☆63Aug 4, 2023Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [LLVM Static Slicer] Various program analyses, construction of dependence graphs and program slicing of LLVM bitcode.☆528May 21, 2025Updated last year
- 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
- ☆36Dec 12, 2021Updated 4 years ago
- ICCAD'23 Best Paper Award candidate: Robust GNN-based Representation Learning for HLS☆26May 23, 2024Updated 2 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆85May 10, 2021Updated 5 years ago
- 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'24 paper: "Hierarchical Source-to-Post-Route QoR Prediction in High-Level Synthesis with GNNs"☆21Dec 10, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Dataset for ML-guided Accelerator Design☆45Nov 18, 2024Updated last year
- Fast, Accurate and Convenient Light-Weight HLS Framework for Academic Design Space Exploration and Evaluation. (LLVM-11)☆63Mar 17, 2022Updated 4 years ago
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆171Dec 26, 2021Updated 4 years ago
- Implementation of the paper "Language-agnostic representation learning of source code from structure and context".☆173Apr 6, 2022Updated 4 years ago
- [DATE 2022] PowerGear: Early-Stage Power Estimation in FPGA HLS via Heterogeneous Edge-Centric GNNs☆22May 11, 2026Updated last month
- Code for "Generative Code Modeling with Graphs" (ICLR'19)☆172Dec 8, 2022Updated 3 years ago
- Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisati…☆1,677Jan 21, 2026Updated 4 months ago
- BDA: Practical Dependence Analysis for Binary Executables by Unbiased Whole-program Path Sampling and Per-path Abstract Interpretation☆31Feb 26, 2021Updated 5 years ago
- [ICSE 2021] - InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees☆92Aug 8, 2025Updated 10 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- HLSyn benchmark for paper "Towards a Comprehensive Benchmark for FPGA Targeted High-Level Synthesis"☆32Dec 13, 2023Updated 2 years ago
- ytopt: machine-learning-based autotuning and hyperparameter optimization framework using Bayesian Optimization☆53Apr 30, 2026Updated last month
- ACM TODAES Best Paper Award, 2022☆34Oct 24, 2023Updated 2 years ago
- Grey-box fuzzer SIVO☆13Jul 11, 2021Updated 4 years ago
- HeteroGen: transpiling C to heterogeneous HLS code with automated test generation and program repair (ASPLOS 2022)☆16Sep 25, 2024Updated last year
- DAC'22 paper: "Automated Accelerator Optimization Aided by Graph Neural Networks"☆41Oct 3, 2023Updated 2 years ago
- Type4Py: Deep Similarity Learning-Based Type Inference for Python☆66Sep 6, 2023Updated 2 years ago