ShenQingchao / DLCstudyLinks
This is the project repository of our ESEC/FSE 2021 paper: A Comprehensive Study of Deep Learning Compiler Bugs.
☆23Updated 2 years ago
Alternatives and similar repositories for DLCstudy
Users that are interested in DLCstudy are comparing it to the libraries listed below
Sorting:
- a data collection of related work: Toward Understanding Deep Learning Framework Bugs☆16Updated 2 years ago
- Tzer: TVM Implementation of "Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation (OOPSLA'22)“.☆70Updated 2 years ago
- Automatic DNN generation for fuzzing and more☆142Updated 11 months 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
- A CUDA compiler fuzzer☆30Updated 2 years ago
- Race detector for NVIDIA GPUs, published in SOSP 2021.☆18Updated 10 months ago
- Collect simple coverage information in memory.☆11Updated 3 years ago
- Artifact for ESEC/FSE'23 paper "NeuRI: Diversifying DNN Generation via Inductive Rule Inference"☆32Updated 2 years ago
- Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)☆81Updated 3 years ago
- A Computational Graph Generator for AI Compiler Fuzzing☆14Updated 2 years ago
- An MLIR-based toy DL compiler for TVM Relay.☆60Updated 3 years ago
- TVMFuzz: fuzzing tensor-level intermediate representation in TVM☆30Updated 5 years ago
- Architecture-level Fault Injection Tool for GPU Application Resilience Evaluation☆77Updated 2 years ago
- ☆38Updated 3 years ago
- For our ISSTA'23 paper ACETest: Automated Constraint Extraction for Testing Deep Learning Operators☆13Updated last year
- A curated list of research papers, datasets, and tools for applying machine learning/Deep learning techniques to compilers and program op…☆117Updated 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
- A translation validation framework for MLIR☆89Updated 9 months ago
- Implementation of IR2Vec, LLVM IR Based Scalable Program Embeddings☆99Updated 7 months ago
- A Framework for Automated Validation of Deep Learning Training Tasks☆57Updated this week
- ☆10Updated 6 years ago
- ☆92Updated 3 years ago
- A JIT compiler validator for JVMs via CSX/JoNM introduced in "Validating JIT Compilers via Compilation Space Exploration" (SOSP'23)☆60Updated 9 months 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.☆22Updated 2 years ago
- Major CS conference publication stats (including accepted and submitted) by year.☆162Updated last week
- A source-to-source compiler for optimizing CUDA dynamic parallelism by aggregating launches☆15Updated 6 years ago
- FLOWMATRIX: GPU-Assisted Information-Flow Analysis through Matrix-Based Representation, USENIX Security'22☆28Updated 2 years ago
- WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)☆74Updated 4 months ago