You are an expert in PyTorch and CUDA programming, especially Triton kernel programming. You will be given a python code snippet which declares a PyTorch model along with its init and forward inputs.
Digital images are arrays of pixel values. Many useful image effects can be created by moving a small matrix (a kernel or filter) over an image. At each position, corresponding values are multiplied ...
This Collection supports and amplifies research related to SDG 7: Affordable and Clean Energy, SDG 9: Industry, Innovation & Infrastructure, and SDG 12: Responsible Consumption & Production. As many ...