Alternatives and similar repositories for DLCstudy:

Users that are interested in DLCstudy are comparing it to the libraries listed below

• DLFrameworkBug / DLFrameworkBugsData
  a data collection of related work: Toward Understanding Deep Learning Framework Bugs
  ☆15Updated last year
• ise-uiuc / tzer
  Tzer: TVM Implementation of "Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation (OOPSLA'22)“.
  ☆70Updated 2 years ago
• ise-uiuc / nnsmith
  Automatic DNN generation for fuzzing and more
  ☆129Updated 2 months ago
• wzh99 / GenCoG
  GenCoG: A DSL-Based Approach to Generating Computation Graphs for TVM Testing (ISSTA‘23)
  ☆15Updated last year
• ise-uiuc / neuri-artifact
  Artifact for ESEC/FSE'23 paper "NeuRI: Diversifying DNN Generation via Inductive Rule Inference"
  ☆30Updated last year
• ganler / memcov
  Collect simple coverage information in memory.
  ☆11Updated 2 years ago
• ise-uiuc / FreeFuzz
  Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)
  ☆77Updated 2 years ago
• library-testing / Muffin
  This is the implementation repository of our ICSE'22 paper: Muffin: Testing Deep Learning Libraries via Neural Architecture Fuzzing.
  ☆30Updated 2 years ago
• zihaoli-cn / compiler-paper-reading
  A group of students who are interested in Compilers, and they want to improve themselves together.
  ☆26Updated 2 years ago
• dpankratz / TVMFuzz
  TVMFuzz: fuzzing tensor-level intermediate representation in TVM
  ☆28Updated 4 years ago
• haoyang9804 / HirGen
  A Computational Graph Generator for AI Compiler Fuzzing
  ☆14Updated last year
• ShenQingchao / QAQA
  This is the project repository of our ASE22 paper: Natural Test Generation for Precise Testing of Question Answering Software
  ☆14Updated 2 years ago
• Jacob-yen / LEMON
  This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.
  ☆54Updated last year
• shijy16 / ACETest
  For our ISSTA'23 paper ACETest: Automated Constraint Extraction for Testing Deep Learning Operators
  ☆10Updated last year
• wzh99 / relay-mlir
  An MLIR-based toy DL compiler for TVM Relay.
  ☆58Updated 2 years ago
• ise-uiuc / WhiteFox
  WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)
  ☆55Updated 4 months ago
• DependableSystemsLab / LLTFI
  LLTFI is a tool, which is an extension of LLFI, allowing users to run fault injection experiments on C/C++, TensorFlow and PyTorch applic…
  ☆36Updated 5 months ago
• dian-lun-lin / GenFuzz
  GPU-enabled Hardware Fuzzer using Genetic Algorithm
  ☆17Updated last year
• tlc-pack / tenset
  ☆92Updated 2 years ago
• ise-uiuc / DeepREL
  Fuzzing Deep-Learning Libraries via Automated Relational API Inference (ESEC/FSE 2022)
  ☆34Updated last year
• icsnju / MetaMut
  MetaMut is a mutation operator generator to facilitate compiler fuzzing.
  ☆26Updated 3 months ago
• test-jitcomp / Artemis
  A JIT Compiler Fuzzer for JVMs via CSX/JoNM in "Validating JIT Compilers via Compilation Space Exploration" (SOSP'23)
  ☆52Updated 3 weeks ago
• FP-Analysis / atomic-condition
  ☆21Updated 5 years ago
• Graspan / Graspan-G
  Graspan-G is a GPU-based version of Graspan.
  ☆9Updated 3 years ago
• testsmt / janus
  A tool for testing SMT solvers for incompleteness bugs
  ☆15Updated 2 years ago
• aqjune / mlir-tv
  A translation validation framework for MLIR
  ☆81Updated last week
• SVF-tools / Teaching-Software-Verification
  Teaching and Learning Software Verification via SVF
  ☆33Updated this week
• ezyang / SMT-LIB-benchmarks-pytorch-shapes
  SMT-LIB benchmarks for shape computations from deep learning models in PyTorch
  ☆18Updated 2 years ago
• ucb-bar / autophase
  ☆29Updated 3 years ago
• tud-ccc / compy-learn
  ComPy-Learn is a framework for exploring program representations for ML4CODE tasks.
  ☆23Updated last year