Jointly choosing the split layer, bandwidth allocation, and server compute allocation reduces semantic segmentation inference delay in a modeled split-learning edge system.
DeepLab: Semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected CRFs,
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Split Learning in Computer Vision for Semantic Segmentation Delay Minimization
Jointly choosing the split layer, bandwidth allocation, and server compute allocation reduces semantic segmentation inference delay in a modeled split-learning edge system.