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)“.☆71Updated 2 years ago
- Automated DNN generation for fuzz testing and more☆143Updated last year
- GenCoG: A DSL-Based Approach to Generating Computation Graphs for TVM Testing (ISSTA‘23)☆17Updated 2 years ago
- A CUDA compiler fuzzer☆30Updated 2 years ago
- Artifact for ESEC/FSE'23 paper "NeuRI: Diversifying DNN Generation via Inductive Rule Inference"☆32Updated 2 years ago
- This is the project repository of our ASE22 paper: Natural Test Generation for Precise Testing of Question Answering Software☆14Updated 3 years ago
- Collect simple coverage information in memory.☆11Updated 3 years ago
- Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)☆82Updated 3 years ago
- A Computational Graph Generator for AI Compiler Fuzzing☆16Updated 2 years ago
- TVMFuzz: fuzzing tensor-level intermediate representation in TVM☆30Updated 5 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 implementation repository of our ICSE'22 paper: Muffin: Testing Deep Learning Libraries via Neural Architecture Fuzzing.☆33Updated 3 years ago
- ☆10Updated 6 years ago
- Race detector for NVIDIA GPUs, published in SOSP 2021.☆18Updated 11 months ago
- LLTFI is a tool, which is an extension of LLFI, allowing users to run fault injection experiments on C/C++, TensorFlow and PyTorch applic…☆40Updated last year
- For our ISSTA'23 paper ACETest: Automated Constraint Extraction for Testing Deep Learning Operators☆13Updated last year
- Open source release from our ICLR 2020 paper, CLN2INV: Learning Loop Invariants with Continuous Logic Networks.☆21Updated 5 years ago
- A translation validation framework for MLIR☆92Updated 10 months ago
- An MLIR-based toy DL compiler for TVM Relay.☆61Updated 3 years ago
- WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)☆78Updated 6 months ago
- Implementation of IR2Vec, LLVM IR Based Scalable Program Embeddings☆100Updated 8 months ago
- This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.☆55Updated 2 years ago
- ComPy-Learn is a framework for exploring program representations for ML4CODE tasks.☆22Updated 2 years ago
- Architecture-level Fault Injection Tool for GPU Application Resilience Evaluation☆80Updated 2 years ago
- MetaMut is a mutation operator generator to facilitate compiler fuzzing.☆30Updated last year
- The quantitative performance comparison among DL compilers on CNN models.☆74Updated 5 years ago
- Public-facing course info for program analysis materials.☆43Updated 2 months ago
- Teaching and Learning Software Verification via SVF☆34Updated last month
- A curated list of research papers, datasets, and tools for applying machine learning/Deep learning techniques to compilers and program op…☆120Updated 2 years ago