The 2D FIR Filter IP core performs real-time 2D convolution of windowed portions of incoming video frames with coefficient matrices held in internal memory. Its flexible architecture supports a wide ...

🐛 Describe the bug When comparing a 2D depthwise convolution implemented in PyTorch vs. pure JAX/XLA on GPU, I observed that the PyTorch version runs roughly 3× slower and draws substantially more ...

Compared to traditional 2D convolution methods, dilated convolutions reduce the dimensionality of the input features by merging the electrode and frequency dimensions into a unified feature space, ...