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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 126 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 110 22

  3. BenchBF3 BenchBF3 Public

    Demystifying Datapath Accelerator Enhanced Off-path SmartNIC [ICNP24]

    C++ 34 7

  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 19 2

  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 13

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