im2col
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Convolutions and more as einsum for PyTorch
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Jun 6, 2024 - Python
Source code of "BP-Im2col: An implicit Im2col framework for efficient CNN backpropagation", accepted at ICCD 2022 and "CRSPU: Exploit Commonality of Regular Sparsity to Support Various Convolutions on Systolic Arrays", accepted at DATE 2023.
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May 18, 2022 - Python
Fast bare-bones implementation of convolutional layers, residual blocks, Adam optimizer, backpropagation and custom accuracy and loss functions (F1 score per pixel and binary-crossentropy)
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Mar 27, 2019 - Python
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