SYSTEM AND METHOD FOR COMPILING A TRAINED ARTIFICIAL NEURAL NETWORK
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United States of America
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Apr 10, 2025
app pub date -
Oct 9, 2024
filing date -
Oct 9, 2024
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Abstract
According to one aspect, a computer-implemented method compiles a first trained artificial neural network comprising at least one succession of layers including a depthwise convolutional layer, a saturated rectified linear unit layer, and a two-dimensional convolutional layer. The method comprises equalizing between layers, replacing the saturated rectified linear unit layer with an adaptive channel pruning layer to obtain an artificial neural network with a modified topology, tensor quantizing the layers of the artificial neural network with the modified topology, and compiling the quantized artificial neural network with the modified topology.
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