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Tensor Processors

  • NVDLA (NVIDIA)
    • A free and open architecture that promotes a standard way to design deep learning inference accelerators
  • VTA (UW)
    • A programmable accelerator that exposes a RISC-like programming abstraction to describe compute and memory operations at the tensor level
  • DANA (BU)
    • Dynamically Allocated Neural Network Accelerator for the RISC-V Rocket Microprocessor in Chisel
  • C-LSTM (PKU, Syracuse)
    • Enabling Efficient LSTM using Structured Compression Techniques on FPGAs.
  • E-LSTM (HKU, PKU)
    • An efficient implementation of LSTM inference on the RISC-V based embedded system
  • AccDNN (IBM, UIUC)
    • A compiler from AI model to RTL (Verilog) accelerator in FPGA hardware with auto design space exploration
  • bnn-fpga (Cornell)
    • An open-source implementation of a binarized neural network (BNN) accelerator for CIFAR-10 on FPGA
  • MAERI (GaTech)
    • A DNN accelerator with reconfigurable interconnects to support flexible dataflow
  • PipeCNN (BJTU)
    • An OpenCL-based FPGA Accelerator for Convolutional Neural Networks
  • zynqnet (ETH)
    • An FPGA-Accelerated Embedded Convolutional Neural Network
  • HLS4ML
    • A package for machine learning inference in FPGAs.

Graphics Processors

Video Processing

  • OpenASIC H.265 Encoder (Fudan)
    • H.265 Video Encoder IP Core 是开源的H.265硬件视频编码器,实现了H.265(或叫HEVC)的大部分功能