Alternatives and similar repositories for nnsmith:

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

• ise-uiuc / tzer
  Tzer: TVM Implementation of "Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation (OOPSLA'22)“.
  ☆70Updated 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
• wzh99 / GenCoG
  GenCoG: A DSL-Based Approach to Generating Computation Graphs for TVM Testing (ISSTA‘23)
  ☆15Updated last year
• tlc-pack / tenset
  ☆92Updated 2 years ago
• ise-uiuc / FreeFuzz
  Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)
  ☆76Updated 2 years ago
• ShenQingchao / DLCstudy
  This is the project repository of our ESEC/FSE 2021 paper: A Comprehensive Study of Deep Learning Compiler Bugs.
  ☆23Updated last year
• ise-uiuc / neuri-artifact
  Artifact for ESEC/FSE'23 paper "NeuRI: Diversifying DNN Generation via Inductive Rule Inference"
  ☆30Updated last year
• dpankratz / TVMFuzz
  TVMFuzz: fuzzing tensor-level intermediate representation in TVM
  ☆28Updated 4 years ago
• buaa-hipo / dlcompiler-comparison
  The quantitative performance comparison among DL compilers on CNN models.
  ☆74Updated 4 years ago
• DLFrameworkBug / DLFrameworkBugsData
  a data collection of related work: Toward Understanding Deep Learning Framework Bugs
  ☆15Updated last year
• ganler / memcov
  Collect simple coverage information in memory.
  ☆11Updated 2 years ago
• UofT-EcoSystem / DietCode
  DietCode Code Release
  ☆61Updated 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
• zhaiyi000 / tlm
  ☆34Updated 8 months ago
• thu-pacman / PET
  PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections
  ☆119Updated 2 years ago
• wzh99 / relay-mlir
  An MLIR-based toy DL compiler for TVM Relay.
  ☆57Updated 2 years ago
• ise-uiuc / WhiteFox
  WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)
  ☆54Updated 4 months ago
• MatthiasJReisinger / PolyBenchC-4.2.1
  PolyBench/C benchmark suite (version 4.2.1 beta) from http://web.cse.ohio-state.edu/~pouchet/software/polybench/
  ☆80Updated 8 years ago
• gongbell / CUDAsmith
  A CUDA compiler fuzzer
  ☆25Updated last year
• ChrisCummins / paper-end2end-dl
  📝 "End-to-end Deep Learning of Optimization Heuristics" (🥇 PACT'17 Best Paper)
  ☆73Updated 2 years ago
• humuyan / Korch
  ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch
  ☆32Updated 7 months ago
• IITH-Compilers / IR2Vec
  Implementation of IR2Vec, LLVM IR Based Scalable Program Embeddings
  ☆92Updated this week
• zhaiyi000 / tlp
  ☆42Updated 10 months ago
• pku-liang / AMOS
  Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators
  ☆108Updated 2 years ago
• shijy16 / ACETest
  For our ISSTA'23 paper ACETest: Automated Constraint Extraction for Testing Deep Learning Operators
  ☆10Updated 11 months ago
• chao-peng / CLFuzz
  ☆9Updated 4 years ago
• csl-iisc / iGUARD-SOSP21
  Race detector for NVIDIA GPUs, published in SOSP 2021.
  ☆19Updated last month
• mlc-ai / docs
  The documents for TVM Unity
  ☆9Updated 7 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 2 weeks ago
• nox-410 / tvm.tl
  An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.
  ☆51Updated 8 months ago