ENTITY hls4ml

hls4ml

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RESEARCH · CL_05077 · Apr 24 · 07:13

New HGQ-LUT and da4ml methods speed up DNN training and FPGA deployment

Researchers have developed HGQ-LUT, a new method for training lookup-table (LUT) based neural networks that significantly speeds up the training process, making it over 100 times faster on modern GPUs. This approach int…