jxlin / ml-suite

Getting Started with Xilinx ML Suite

Xilinx ML Suite

Tutorials

• Image Classification GoogLeNet-v1 Demo
• DeepDetect REST Tutorial
• DeepDetect Webcam Tutorial
• Caffe Tutorial
• MxNet Tutorial
• Quantization Tutorial
• Compiler Tutorial
• Prototxt to FPGA Tutorial
• Using xfDNN Python APIs Tutorial

Release Notes

• xfdnn_18_03_19

  • Added Python Streaming and Multi-Process APIs and Tutorials
  • Updates to Compiler and Quantizer

• xfdnn_17_12_15

  • General script and documentation cleanup
  • Added Compiler Tutorial
  • Added End to End Tutorial

• xfdnn_17_11_13.1

  • Supported Frameworks:
    • Caffe
    • MxNet
  • Models
    • 8/16-bit GoogLeNet v1
    • 8/16-bit ResNet50
    • 8/16-bit Flowers102
    • 8/16-bit Places365
  • Examples
    • DeepDetect REST Tutorial
    • DeepDetect Webcam
    • Caffe Image Classification
    • MxNet Image Classification
    • x8 FPGA Pooling GoogLeNet v1 Demo
  • xfDNN Tools
    • Compiler
    • Quantizer
  • Known Issues:
    • libdc1394 error: Failed to initialize libdc1394
      • Some of the examples will report this error, but it can be ignored.

Questions and Support

• AWS F1 Application Execution on Xilinx Virtex UltraScale Devices
• SDAccel Forums