dpankratz / TVMFuzz
TVMFuzz: fuzzing tensor-level intermediate representation in TVM
☆29Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for TVMFuzz
- Tzer: TVM Implementation of "Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation (OOPSLA'22)“.☆70Updated last year
- Collect simple coverage information in memory.☆11Updated 2 years ago
- Violet: Selective Symbolic Execution to Detect Bad Performance Misconfiguration☆17Updated 4 years ago
- GenCoG: A DSL-Based Approach to Generating Computation Graphs for TVM Testing (ISSTA‘23)☆13Updated last year
- FLOWMATRIX: GPU-Assisted Information-Flow Analysis through Matrix-Based Representation, USENIX Security'22☆27Updated last year
- WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)☆42Updated last month
- Automatic DNN generation for fuzzing and more☆118Updated 7 months ago
- A Computational Graph Generator for AI Compiler Fuzzing☆14Updated last year
- For our ISSTA'23 paper ACETest: Automated Constraint Extraction for Testing Deep Learning Operators☆9Updated 7 months ago
- This is the artifact for paper “Automated Testing of Software that Uses Machine Learning APIs (#158)” in ICSE2022☆11Updated last year
- Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)☆73Updated 2 years ago
- Code for ICML 2021 paper: How could Neural Networks understand Programs?☆122Updated this week
- This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.☆54Updated last year
- Enumerative Testing and Bounded Validation of SMT Solvers☆19Updated 2 weeks ago
- Public-facing course info for program analysis materials.☆37Updated this week
- MetaMut is a mutation operator generator to facilitate compiler fuzzing.☆20Updated 2 months ago
- This is the implementation repository of our ICSE'22 paper: Muffin: Testing Deep Learning Libraries via Neural Architecture Fuzzing.☆30Updated 2 years ago
- This repository contains the implementation and the evaluation of our ESEC/FSE 2020 paper: Detecting Numerical Bugs in Neural Network Ar…☆26Updated 3 years ago
- ComPy-Learn is a framework for exploring program representations for ML4CODE tasks.☆22Updated last year
- ☆18Updated 2 years ago
- ☆58Updated 2 years ago
- Open source release from our ICLR 2020 paper, CLN2INV: Learning Loop Invariants with Continuous Logic Networks.☆21Updated 4 years ago
- Fuzzing Deep-Learning Libraries via Automated Relational API Inference (ESEC/FSE 2022)☆34Updated last year
- This is the project repository of our ESEC/FSE 2021 paper: A Comprehensive Study of Deep Learning Compiler Bugs.☆23Updated last year
- General system research material (not limited to paper) reading notes.☆20Updated 3 years ago
- a data collection of related work: Toward Understanding Deep Learning Framework Bugs☆13Updated last year
- SanRazor is a sanitizer check reduction tool aiming to incur little overhead while retaining all important sanitizer checks.☆51Updated 3 years ago
- A JIT Compiler Fuzzer for JVMs via CSE/JoNM in "Validating JIT Compilers via Compilation Space Exploration" (SOSP'23)☆48Updated last year
- ☆31Updated last year