ise-uiuc / tzerLinks
Tzer: TVM Implementation of "Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation (OOPSLA'22)“.
☆69Updated 2 years ago
Alternatives and similar repositories for tzer
Users that are interested in tzer are comparing it to the libraries listed below
Sorting:
- Automatic DNN generation for fuzzing and more☆139Updated 9 months ago
- TVMFuzz: fuzzing tensor-level intermediate representation in TVM☆30Updated 5 years ago
- Collect simple coverage information in memory.☆11Updated 3 years ago
- This is the project repository of our ESEC/FSE 2021 paper: A Comprehensive Study of Deep Learning Compiler Bugs.☆23Updated 2 years ago
- a data collection of related work: Toward Understanding Deep Learning Framework Bugs☆16Updated 2 years ago
- GenCoG: A DSL-Based Approach to Generating Computation Graphs for TVM Testing (ISSTA‘23)☆17Updated 2 years ago
- A group of students who are interested in Compilers, and they want to improve themselves together.☆25Updated 3 years ago
- This is the artifact for paper “Automated Testing of Software that Uses Machine Learning APIs (#158)” in ICSE2022☆12Updated 2 years ago
- Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)☆80Updated 2 years ago
- https://nnsmith-asplos.rtfd.io Artifact of "NNSmith: Generating Diverse and Valid Test Cases for Deep Learning Compilers" ASPLOS'23☆11Updated 2 years ago
- Artifact for ESEC/FSE'23 paper "NeuRI: Diversifying DNN Generation via Inductive Rule Inference"☆31Updated last year
- General system research material (not limited to paper) reading notes.☆22Updated 4 years ago
- ☆93Updated 2 years ago
- This is the implementation repository of our ICSE'22 paper: Muffin: Testing Deep Learning Libraries via Neural Architecture Fuzzing.☆32Updated 3 years ago
- Implementation of IR2Vec, LLVM IR Based Scalable Program Embeddings☆102Updated 5 months ago
- A Framework for Automated Validation of Deep Learning Training Tasks☆52Updated 3 weeks ago
- Violet: Selective Symbolic Execution to Detect Bad Performance Misconfiguration☆17Updated 5 years ago
- The quantitative performance comparison among DL compilers on CNN models.☆74Updated 5 years ago
- ComPy-Learn is a framework for exploring program representations for ML4CODE tasks.☆23Updated 2 years ago
- Race detector for NVIDIA GPUs, published in SOSP 2021.☆18Updated 8 months ago
- ☆35Updated 2 years ago
- A CUDA compiler fuzzer☆27Updated 2 years ago
- FLOWMATRIX: GPU-Assisted Information-Flow Analysis through Matrix-Based Representation, USENIX Security'22☆28Updated 2 years ago
- MetaMut is a mutation operator generator to facilitate compiler fuzzing.☆26Updated 9 months ago
- For our ISSTA'23 paper ACETest: Automated Constraint Extraction for Testing Deep Learning Operators☆12Updated last year
- SMT-LIB benchmarks for shape computations from deep learning models in PyTorch☆18Updated 2 years ago
- DietCode Code Release☆65Updated 3 years ago
- ☆38Updated 3 years ago
- A Computational Graph Generator for AI Compiler Fuzzing☆14Updated 2 years ago
- A reading group for system verification papers☆10Updated 2 years ago