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@RC4ML

RC4ML

This RC4ML repo is the place to put source codes of research projects done in Reconfigurable Computing for Machine Learning lab in Zhejiang University

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  1. FpgaNIC FpgaNIC Public

    FpgaNIC is an FPGA-based Versatile 100Gb SmartNIC for GPUs [ATC 22]

    TeX 131 18

  2. Shuhai Shuhai Public

    Shuhai is a benchmarking-memory tool that allows FPGA programmers to demystify all the underlying details of memories, e.g., HBM and DDR4, on a Xilinx FPGA [FCCM 20]

    SystemVerilog 112 22

  3. BenchBF3 BenchBF3 Public

    Demystifying Datapath Accelerator Enhanced Off-path SmartNIC [ICNP24]

    C++ 37 8

  4. LoHan LoHan Public

    A low-cost, high-performance deep learning training framework that enables efficient 100B-scale model fine-tuning on a commodity server with a consumer- grade GPU and limited main memory capacity […

    Python 20 3

  5. Legion Legion Public

    GPU-initiated Large-scale GNN System [ATC 23]

    Cuda 18 3

  6. Hyperion Hyperion Public

    Cost-efficient Out-of-core GNN Training System on TB-scale Graph [ICDE 25]

    Cuda 15 2

Repositories

Showing 10 of 18 repositories
  • RC4ML/kernel_deb_builder’s past year of commit activity
    Shell 0 51 0 0 Updated Jul 17, 2025
  • Moment Public

    Moment is a multi-GPU multi-SSD GNN training system. [SC 25]

    RC4ML/Moment’s past year of commit activity
    Cuda 0 0 0 0 Updated Jul 15, 2025
  • qdma_driver Public
    RC4ML/qdma_driver’s past year of commit activity
    C 0 0 0 0 Updated Jul 14, 2025
  • Shuhai Public

    Shuhai is a benchmarking-memory tool that allows FPGA programmers to demystify all the underlying details of memories, e.g., HBM and DDR4, on a Xilinx FPGA [FCCM 20]

    RC4ML/Shuhai’s past year of commit activity
    SystemVerilog 112 22 2 0 Updated Jun 15, 2025
  • SwCC Public
    RC4ML/SwCC’s past year of commit activity
    C++ 3 MIT 0 0 0 Updated Jun 4, 2025
  • Bi-KV Public

    Bipartite KVCache

    RC4ML/Bi-KV’s past year of commit activity
    Python 0 0 0 0 Updated Jun 3, 2025
  • pRDMA Public
    RC4ML/pRDMA’s past year of commit activity
    C 0 0 0 0 Updated May 9, 2025
  • LoHan Public

    A low-cost, high-performance deep learning training framework that enables efficient 100B-scale model fine-tuning on a commodity server with a consumer- grade GPU and limited main memory capacity [ICDE 25]

    RC4ML/LoHan’s past year of commit activity
    Python 20 Apache-2.0 3 0 0 Updated Mar 21, 2025
  • FpgaHub Public

    an FPGA-centric hyper-heterogeneous computing platform for big data analytics

    RC4ML/FpgaHub’s past year of commit activity
    TeX 0 0 0 0 Updated Mar 13, 2025
  • CAM Public

    CAM: Asynchronous GPU-Initiated, CPU-Managed SSD Management for Batching Storage Access [ICDE'25]

    RC4ML/CAM’s past year of commit activity
    Cuda 9 0 0 0 Updated Mar 3, 2025

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