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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 123 17

  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 100 20

  3. BenchBF3 BenchBF3 Public

    Demystifying Datapath Accelerator Enhanced Off-path SmartNIC [ICNP24]

    C++ 21 4

  4. Legion Legion Public

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

    Cuda 17 3

  5. Hyperion Hyperion Public

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

    Cuda 8

  6. 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 8 1

Repositories

Showing 10 of 11 repositories
  • Hyperion Public

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

    RC4ML/Hyperion’s past year of commit activity
    Cuda 8 0 0 0 Updated Jan 6, 2025
  • Bi-KV Public

    Bipartite KVCache

    RC4ML/Bi-KV’s past year of commit activity
    Python 0 0 0 0 Updated Jan 5, 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 8 Apache-2.0 1 0 0 Updated Dec 9, 2024
  • RPCNIC Public

    RPCNIC: A High-Performance and Reconfigurable PCIe-attached RPC Accelerator [HPCA2025]

    RC4ML/RPCNIC’s past year of commit activity
    SystemVerilog 6 MIT 0 0 0 Updated Dec 9, 2024
  • BenchBF3 Public

    Demystifying Datapath Accelerator Enhanced Off-path SmartNIC [ICNP24]

    RC4ML/BenchBF3’s past year of commit activity
    C++ 21 MIT 4 0 0 Updated Dec 5, 2024
  • Legion Public

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

    RC4ML/Legion’s past year of commit activity
    Cuda 17 3 0 0 Updated Oct 30, 2024
  • RC4ML/kernel_deb_builder’s past year of commit activity
    Shell 0 46 0 0 Updated Apr 15, 2024
  • qdma_driver Public
    RC4ML/qdma_driver’s past year of commit activity
    C 0 0 0 0 Updated Apr 15, 2024
  • 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 100 20 2 0 Updated Sep 15, 2023
  • FpgaNIC Public

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

    RC4ML/FpgaNIC’s past year of commit activity
    TeX 123 17 1 0 Updated Aug 17, 2023

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