Fixed-point quantization of U-Net at 4-bit weights and 6-bit activations achieves 8x smaller weight storage with small Dice score losses on spinal cord, electron microscopy, and pancreas segmentation.
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U-Net Fixed-Point Quantization for Medical Image Segmentation
Fixed-point quantization of U-Net at 4-bit weights and 6-bit activations achieves 8x smaller weight storage with small Dice score losses on spinal cord, electron microscopy, and pancreas segmentation.