ise-uiuc / nnsmithLinks
Automatic DNN generation for fuzzing and more
☆132Updated 5 months ago
Alternatives and similar repositories for nnsmith
Users that are interested in nnsmith 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)“.☆70Updated 2 years ago
- A group of students who are interested in Compilers, and they want to improve themselves together.☆26Updated 2 years ago
- This is the project repository of our ESEC/FSE 2021 paper: A Comprehensive Study of Deep Learning Compiler Bugs.☆23Updated last year
- ☆92Updated 2 years ago
- Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)☆78Updated 2 years ago
- Artifact for ESEC/FSE'23 paper "NeuRI: Diversifying DNN Generation via Inductive Rule Inference"☆31Updated last year
- GenCoG: A DSL-Based Approach to Generating Computation Graphs for TVM Testing (ISSTA‘23)☆17Updated last year
- TVMFuzz: fuzzing tensor-level intermediate representation in TVM☆28Updated 5 years ago
- Collect simple coverage information in memory.☆11Updated 2 years ago
- a data collection of related work: Toward Understanding Deep Learning Framework Bugs☆15Updated last year
- This is the implementation repository of our ICSE'22 paper: Muffin: Testing Deep Learning Libraries via Neural Architecture Fuzzing.☆30Updated 3 years ago
- DietCode Code Release☆64Updated 2 years ago
- The quantitative performance comparison among DL compilers on CNN models.☆74Updated 4 years ago
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆121Updated 3 years ago
- A CUDA compiler fuzzer☆25Updated last year
- The documents for TVM Unity☆8Updated 10 months ago
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆37Updated 2 months ago
- ☆38Updated 11 months ago
- Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators☆112Updated 2 years ago
- Implementation of IR2Vec, LLVM IR Based Scalable Program Embeddings☆97Updated last month
- An MLIR-based toy DL compiler for TVM Relay.☆58Updated 2 years ago
- ☆9Updated 3 years ago
- PolyBench/C benchmark suite (version 4.2.1 beta) from http://web.cse.ohio-state.edu/~pouchet/software/polybench/☆96Updated 9 years ago
- ☆9Updated 5 years ago
- MetaMut is a mutation operator generator to facilitate compiler fuzzing.☆26Updated 5 months ago
- A curated list of research papers, datasets, and tools for applying machine learning/Deep learning techniques to compilers and program op…☆103Updated last year
- ☆32Updated 2 years ago
- Race detector for NVIDIA GPUs, published in SOSP 2021.☆18Updated 4 months ago
- WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)