ChrisCummins / ProGraMLLinks
A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations
☆320Updated last year
Alternatives and similar repositories for ProGraML
Users that are interested in ProGraML are comparing it to the libraries listed below
Sorting:
- Implementation of IR2Vec, LLVM IR Based Scalable Program Embeddings☆99Updated 7 months ago
- Neural Code Comprehension: A Learnable Representation of Code Semantics☆216Updated last year
- ComPy-Learn is a framework for exploring program representations for ML4CODE tasks.☆22Updated 2 years ago
- Automatic DNN generation for fuzzing and more☆142Updated last year
- 📝 "End-to-end Deep Learning of Optimization Heuristics" (🥇 PACT'17 Best Paper)☆72Updated 2 years ago
- ☆37Updated 3 years ago
- Code for ICML 2021 paper: How could Neural Networks understand Programs?☆123Updated last year
- Tzer: TVM Implementation of "Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation (OOPSLA'22)“.☆70Updated 2 years ago
- ☆14Updated 5 years ago
- 👨💻 My PhD.☆189Updated 3 years ago
- Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)☆82Updated 3 years ago
- TVMFuzz: fuzzing tensor-level intermediate representation in TVM☆30Updated 5 years ago
- NOELLE Offers Empowering LLVM Extensions☆83Updated 5 months ago
- This is the implementation repository of our ICSE'22 paper: Muffin: Testing Deep Learning Libraries via Neural Architecture Fuzzing.☆32Updated 3 years ago
- A group of students who are interested in Compilers, and they want to improve themselves together.☆25Updated 3 years ago
- Open source release from our ICLR 2020 paper, CLN2INV: Learning Loop Invariants with Continuous Logic Networks.☆21Updated 5 years ago
- LLOV: LLVM OpenMP Verifier - : A Fast Static Data-Race Checker for OpenMP Programs☆21Updated 3 years ago
- An LLVM pass to profile dynamic LLVM IR instructions and runtime values☆141Updated 5 years ago
- generating DFG and CFG from source code (using LLVM ) or from binary (using LLVM and Mcsema) 二进制或者源码转CGF& DFG☆42Updated 6 years ago
- ☆34Updated 4 years ago
- Utilities for constructing a large dataset of LLVM IR☆25Updated 7 months ago
- Deep learning program generator☆106Updated 2 years ago
- A benchmark suite containing 1 million compilable programs, mined from the largest public C repositories on GitHub.☆123Updated 6 years ago
- clang & llvm examples, e.g. AST Interpreter, Function Pointer Analysis, Value Range Analysis, Data-Flow Analysis, Andersen Pointer Analys…☆277Updated 3 years ago
- Artifact for ESEC/FSE'23 paper "NeuRI: Diversifying DNN Generation via Inductive Rule Inference"☆32Updated 2 years ago
- ☆40Updated 2 years ago
- Simple passes for CFG and DFG analysis☆44Updated 6 years ago
- ☆66Updated 6 years ago
- A pass that can generate PDG(in *.dot) for LLVM.☆36Updated 9 years ago
- This repository contains the implementation and the evaluation of our ESEC/FSE 2020 paper: Detecting Numerical Bugs in Neural Network Ar…☆25Updated 5 years ago