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hls4ml [2024/08/29 19:56] – created nuicisehls4ml [2024/08/29 21:02] (current) – [Terminology] nuicise
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   * https://fastmachinelearning.org/hls4ml/   * https://fastmachinelearning.org/hls4ml/
   * pip install hls4ml   * pip install hls4ml
 +
 +
 +===== Demonstration =====
 +
 +===== Hardware =====
 +https://github.com/mlcommons/tiny_results_v0.7/tree/main/open/hls4ml-finn
 +  * The first board is a TUL PYNQ-Z2 based on Xilinx Zynq SoC (See https://www.tul.com.tw/productspynq-z2.html for more information).
 +  * The second board is a Digilent Arty A7-100T based on Xilinx Artix-7 SoC (See https://digilent.com/shop/arty-a7-artix-7-fpga-development-board/ for more information).
 +
 +
 +===== Terminology =====
 +FPGA: (Field Programmable Gate Arrays)    \\
 +ASIC (Application-Specific Integrated Circuit).    \\
 +CPU (Central Processing Unit).  \\
 +GPU (Graphics Processing Unit). \\
 +
 +HDL Hardware Description Languages. \\
 +HLS High Level Synthesis \\
 +LUT Look Up Table. \\ 
 +FF Flip Flops  \\
 +DSP Digital Signal Processor \\
 +BRAM Block RAM. \\
  
hls4ml.1724982986.txt.gz · Last modified: 2024/08/29 19:56 by nuicise