Abstract: We proposes a new normalization method, Sparse Group Normalization (SG-Norm), which aims to address the computational efficiency bottleneck faced by deep neural networks when processing ...

This example demonstrates a practical pattern for running a persistent kernel on NVIDIA GPUs while hot-swapping device-side operators at runtime using NVRTC JIT and a device function-pointer jump ...

Abstract: Stylized speech synthesis transforms text into a specific style of speech guided by reference speech. Despite recent advancements in speech synthesis, challenges persist in this domain, ...