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**Note**: pre-trained models in this repo **do not** use Seperable Conv.
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**Note**: All pre-trained models in this repo were trained without atrous separable convolution.
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Atrous Separable Convolution is supported in this repo. We provide a simple tool ``network.convert_to_separable_conv`` to convert ``nn.Conv2d`` to ``AtrousSeparableConvolution``. **Please run main.py with '--separable_conv' if it is required**. See 'main.py' and 'network/_deeplab.py' for more details.
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