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    163 repositories

    • onnx-simplifier

      Public
      Simplify your onnx model
      C++
      •
      Apache License 2.0
      •388•1•0•0•Updated Jul 8, 2024Jul 8, 2024

    • fpga-npu

      Public
      SystemVerilog
      •41•0•0•0•Updated Apr 8, 2024Apr 8, 2024

    • fpga-snntorch-spike

      Public
      Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.
      Jupyter Notebook
      •
      MIT License
      •6•0•0•0•Updated Mar 3, 2024Mar 3, 2024

    • neureka

      Public
      SystemVerilog
      •
      Other
      •3•0•0•0•Updated Feb 16, 2024Feb 16, 2024

    • redmule

      Public
      Stata
      •
      Other
      •12•0•0•0•Updated Feb 16, 2024Feb 16, 2024

    • SNN-DSE

      Public
      Hardware and software implementation of Sparsely-active SNNs
      SystemVerilog
      •4•0•0•0•Updated Dec 28, 2023Dec 28, 2023

    • acceltran

      Public
      [TCAD'23] AccelTran: A Sparsity-Aware Accelerator for Transformers
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •8•0•0•0•Updated Nov 22, 2023Nov 22, 2023

    • halutmatmul

      Public
      Hashed Lookup Table based Matrix Multiplication (halutmatmul) - Stella Nera accelerator
      Python
      •
      MIT License
      •12•0•0•0•Updated Nov 20, 2023Nov 20, 2023

    • xla

      Public
      A machine learning compiler for GPUs, CPUs, and ML accelerators
      C++
      •
      Apache License 2.0
      •490•1•0•0•Updated Oct 19, 2023Oct 19, 2023

    • nngen

      Public
      NNgen: A Fully-Customizable Hardware Synthesis Compiler for Deep Neural Network
      Python
      •
      Apache License 2.0
      •46•0•0•0•Updated Oct 17, 2023Oct 17, 2023

    • RiscV_CPU_with_Accelerator

      Public
      A RiscV CPU with an accelerator for accelerating neural networks attached to it
      Verilog
      •2•0•0•0•Updated Aug 8, 2023Aug 8, 2023

    • garnet

      Public
      Next generation CGRA generator
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •13•0•0•0•Updated Apr 26, 2023Apr 26, 2023

    • Awesome-Embeded-AI

      Public
      收集关于嵌入式领域的机器学习算法实现的进展、相关论文和文章、开发库等，帮助初学者快速了解、学习和入门嵌入式领域的机器学习。CC-BY-NC-SA 4.0。
      60•0•0•0•Updated Apr 12, 2023Apr 12, 2023

    • qonnx

      Public
      QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX
      Python
      •
      Apache License 2.0
      •40•0•0•0•Updated Feb 27, 2023Feb 27, 2023

    • BlockMinifloatMAC

      Public
      Block minifloat MAC unit for single block GEMM
      C
      •1•0•0•0•Updated Feb 20, 2023Feb 20, 2023

    • SNNQuantPrune

      Public
      The Hardware Impact of Quantization and Pruning for Weights in Spiking Neural Networks
      Python
      •4•0•0•0•Updated Feb 9, 2023Feb 9, 2023

    • TENNA

      Public
      TENNA: Tiny Embedded Neural Network Accelerator
      MIT License
      •1•1•0•0•Updated Jan 16, 2023Jan 16, 2023

    • CHARM

      Public
      CHARM: Composing Heterogeneous Accelerators for Matrix Multiply on Versal ACAP Architecture (Full Paper accepted to FPGA2023!)
      C++
      •
      MIT License
      •22•0•0•0•Updated Jan 12, 2023Jan 12, 2023

    • BARVINN

      Public
      BARVINN: A Barrel RISC-V Neural Network Accelerator: https://barvinn.readthedocs.io/en/latest/
      Tcl
      •
      MIT License
      •12•0•0•0•Updated Jan 6, 2023Jan 6, 2023

    • awesome-model-quantization

      Public
      A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
      212•0•0•0•Updated Dec 17, 2022Dec 17, 2022

    • iob-versat

      Public template
      Coarse Grained Reconfigurable Array
      Verilog
      •
      MIT License
      •12•0•0•0•Updated Dec 7, 2022Dec 7, 2022

    • Magicube

      Public
      Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.
      C++
      •
      GNU General Public License v3.0
      •17•0•0•0•Updated Nov 23, 2022Nov 23, 2022

    • rknn-toolkit

      Public
      RKNN from Rockchip
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •179•0•0•0•Updated Nov 21, 2022Nov 21, 2022

    • antares

      Public
      Antares: an automatic engine for multi-platform kernel generation and optimization. Supporting CPU, CUDA, ROCm, DirectX12, GraphCore, SYCL for CPU/GPU, OpenCL for AMD/NVIDIA, Android CPU/GPU backends.
      Python
      •
      Other
      •47•1•0•0•Updated Nov 15, 2022Nov 15, 2022

    • awesome-real-time-AI

      Public
      This is a list of awesome edgeAI inference related papers.
      10•1•0•0•Updated Nov 8, 2022Nov 8, 2022

    • nitta

      Public
      NITTA - Tool for Hard Real-Time CGRA Processors
      Haskell
      •
      BSD 3-Clause "New" or "Revised" License
      •7•0•0•0•Updated Nov 2, 2022Nov 2, 2022

    • braggHLS

      Public
      PyTorch model to RTL flow for low latency inference
      SystemVerilog
      •
      MIT License
      •11•1•0•0•Updated Sep 4, 2022Sep 4, 2022

    • gamma

      Public
      Python
      •
      MIT License
      •19•0•0•0•Updated Sep 4, 2022Sep 4, 2022

    • HiSparse

      Public
      High-Performance Sparse Linear Algebra on HBM-Equipped FPGAs Using HLS
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •11•0•0•0•Updated Aug 25, 2022Aug 25, 2022

    • FusedGCN4HLS

      Public
      Systolic Three Matrix Multiplier for Graph Convolutional Networks using High Level Synthesis
      C++
      •
      MIT License
      •2•0•0•0•Updated Jul 29, 2022Jul 29, 2022