dpankratz / TVMFuzzLinks
TVMFuzz: fuzzing tensor-level intermediate representation in TVM
☆28Updated 5 years ago
Alternatives and similar repositories for TVMFuzz
Users that are interested in TVMFuzz are comparing it to the libraries listed below
Sorting:
- Tzer: TVM Implementation of "Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation (OOPSLA'22)“.☆70Updated 2 years ago
- Collect simple coverage information in memory.☆11Updated 2 years ago
- Automatic DNN generation for fuzzing and more☆134Updated 6 months ago
- GenCoG: A DSL-Based Approach to Generating Computation Graphs for TVM Testing (ISSTA‘23)☆17Updated last year
- Violet: Selective Symbolic Execution to Detect Bad Performance Misconfiguration☆17Updated 4 years ago
- Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)☆79Updated 2 years ago
- For our ISSTA'23 paper ACETest: Automated Constraint Extraction for Testing Deep Learning Operators☆11Updated last year
- WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)☆62Updated this week
- FLOWMATRIX: GPU-Assisted Information-Flow Analysis through Matrix-Based Representation, USENIX Security'22☆28Updated 2 years ago
- Open source release from our ICLR 2020 paper, CLN2INV: Learning Loop Invariants with Continuous Logic Networks.☆21Updated 5 years ago
- A Computational Graph Generator for AI Compiler Fuzzing☆14Updated 2 years ago
- Code for ICML 2021 paper: How could Neural Networks understand Programs?☆124Updated 8 months ago
- Implementation of IR2Vec, LLVM IR Based Scalable Program Embeddings☆99Updated last month
- This is the implementation repository of our ICSE'22 paper: Muffin: Testing Deep Learning Libraries via Neural Architecture Fuzzing.☆32Updated 3 years ago
- MetaMut is a mutation operator generator to facilitate compiler fuzzing.☆26Updated 6 months ago
- DIG is a numerical invariant generation tool. It infers program invariants or properties over (i) program execution traces or (ii) progra…☆46Updated last month
- Public-facing course info for program analysis materials.☆42Updated 7 months ago
- A Pointer Analysis Framework for Rust☆52Updated 3 weeks ago
- This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.☆55Updated last year
- This is the artifact for paper “Automated Testing of Software that Uses Machine Learning APIs (#158)” in ICSE2022☆12Updated 2 years ago
- a data collection of related work: Toward Understanding Deep Learning Framework Bugs☆16Updated last year
- This repository contains the implementation and the evaluation of our ESEC/FSE 2020 paper: Detecting Numerical Bugs in Neural Network Ar…☆26Updated 4 years ago
- A fuzzer for SMT solvers☆19Updated last month
- Concurrency Paper☆110Updated 2 years ago
- A group of students who are interested in Compilers, and they want to improve themselves together.☆26Updated 2 years ago
- This is the project repository of our ESEC/FSE 2021 paper: A Comprehensive Study of Deep Learning Compiler Bugs.☆23Updated last year
- A JIT Compiler Fuzzer for JVMs via CSX/JoNM in "Validating JIT Compilers via Compilation Space Exploration" (SOSP'23)☆56Updated 4 months ago
- Prolog specification of TensorFlow layers☆14Updated 2 years ago
- ComPy-Learn is a framework for exploring program representations for ML4CODE tasks.☆23Updated last year
- Teaching and Learning Software Verification via SVF☆34Updated last month