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Cornell Zhang Research Group

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  1. heterocl heterocl Public

    HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing

    Python 326 92

  2. bnn-fpga bnn-fpga Public

    Binarized Convolutional Neural Networks on Software-Programmable FPGAs

    C 303 112

  3. allo allo Public

    Allo: A Programming Model for Composable Accelerator Design

    Python 163 29

  4. rosetta rosetta Public

    Rosetta: A Realistic High-level Synthesis Benchmark Suite for Software Programmable FPGAs

    C++ 159 38

  5. GraphZoom GraphZoom Public

    GraphZoom: A Multi-level Spectral Approach for Accurate and Scalable Graph Embedding

    Python 113 15

  6. dnn-quant-ocs dnn-quant-ocs Public

    DNN quantization with outlier channel splitting

    Python 112 18

Repositories

Showing 10 of 31 repositories
  • allo Public

    Allo: A Programming Model for Composable Accelerator Design

    cornell-zhang/allo’s past year of commit activity
    Python 163 Apache-2.0 29 25 2 Updated Dec 12, 2024
  • UniSparse Public

    Code base for OOPSLA'24 paper: UniSparse: An Intermediate Language for General Sparse Format Customization

    cornell-zhang/UniSparse’s past year of commit activity
    MLIR 28 Apache-2.0 0 4 0 Updated Nov 12, 2024
  • HiSparse Public

    High-Performance Sparse Linear Algebra on HBM-Equipped FPGAs Using HLS

    cornell-zhang/HiSparse’s past year of commit activity
    C++ 80 BSD-3-Clause 11 0 1 Updated Sep 27, 2024
  • hcl-dialect Public

    HeteroCL-MLIR dialect for accelerator design

    cornell-zhang/hcl-dialect’s past year of commit activity
    C++ 41 17 25 3 Updated Sep 18, 2024
  • HOGA Public

    Hop-Wise Graph Attention for Scalable and Generalizable Learning on Circuits

    cornell-zhang/HOGA’s past year of commit activity
    Python 23 BSD-3-Clause 2 1 0 Updated Aug 25, 2024
  • llm-datatypes Public

    Codebase for ICML'24 paper: Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs

    cornell-zhang/llm-datatypes’s past year of commit activity
    Python 25 Apache-2.0 2 0 0 Updated Jun 25, 2024
  • svpp Public Forked from yxd97/svpp

    Mixing HLS and Backend Versions in Vitis

    cornell-zhang/svpp’s past year of commit activity
    C++ 3 2 0 0 Updated May 23, 2024
  • heterocl Public

    HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing

    cornell-zhang/heterocl’s past year of commit activity
    Python 326 Apache-2.0 92 89 12 Updated Apr 20, 2024
  • allo-pldi24-artifact Public

    Artifact evaluation of PLDI'24 paper "Allo: A Programming Model for Composable Accelerator Design"

    cornell-zhang/allo-pldi24-artifact’s past year of commit activity
    VHDL 16 Apache-2.0 1 0 0 Updated Apr 11, 2024
  • Polynormer Public

    Polynormer: Polynomial-Expressive Graph Transformer in Linear Time

    cornell-zhang/Polynormer’s past year of commit activity
    Python 37 BSD-3-Clause 1 1 0 Updated Apr 6, 2024
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