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:
- Tzer: TVM Implementation of "Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation (OOPSLA'22)“.☆69Updated 2 years ago
- a data collection of related work: Toward Understanding Deep Learning Framework Bugs☆16Updated 2 years ago
- Automatic DNN generation for fuzzing and more☆139Updated 9 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
- Collect simple coverage information in memory.☆11Updated 3 years ago
- Artifact for ESEC/FSE'23 paper "NeuRI: Diversifying DNN Generation via Inductive Rule Inference"☆31Updated last year
- A CUDA compiler fuzzer☆27Updated 2 years ago
- Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)☆80Updated 2 years ago
- Implementation of IR2Vec, LLVM IR Based Scalable Program Embeddings☆102Updated 5 months ago
- This is the implementation repository of our ICSE'22 paper: Muffin: Testing Deep Learning Libraries via Neural Architecture Fuzzing.☆32Updated 3 years ago
- TVMFuzz: fuzzing tensor-level intermediate representation in TVM☆30Updated 5 years ago
- For our ISSTA'23 paper ACETest: Automated Constraint Extraction for Testing Deep Learning Operators☆12Updated last year
- ☆10Updated 6 years ago
- Utilities for constructing a large dataset of LLVM IR☆24Updated 4 months ago
- A Computational Graph Generator for AI Compiler Fuzzing☆14Updated 2 years ago
- A Framework for Automated Validation of Deep Learning Training Tasks☆52Updated 3 weeks ago
- Race detector for NVIDIA GPUs, published in SOSP 2021.☆18Updated 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
- A translation validation framework for MLIR☆88Updated 7 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…☆39Updated last year
- WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)☆75Updated 2 months ago
- Teaching and Learning Software Verification via SVF☆34Updated 3 months ago
- This is the project repository of our ASE22 paper: Natural Test Generation for Precise Testing of Question Answering Software☆14Updated 2 years ago
- Architecture-level Fault Injection Tool for GPU Application Resilience Evaluation☆74Updated 2 years ago
- ☆21Updated 7 months 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
- A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations☆319Updated last year
- GPU-enabled Hardware Fuzzer using Genetic Algorithm☆19Updated 2 years ago
- Open source release from our ICLR 2020 paper, CLN2INV: Learning Loop Invariants with Continuous Logic Networks.☆21Updated 5 years ago