Check our latest work DeepCache, a training-free and almost loessless method for diffusion model acceleration. It can be viewed as a special pruning technique that dynamically drops deep layers and ...

Abstract: Structural pruning enables model acceleration by removing structurally-grouped parameters from neural networks. However, the parameter-grouping patterns vary widely across different models, ...

Abstract: Structural pruning of neural network parameters reduces computational, energy, and memory transfer costs during inference. We propose a novel method that estimates the contribution of a ...

CORONA, Queens (WABC) -- A shooting in front of a bodega in Queens left one man dead and another injured on Thursday, according to police. NYPD officials say two men, a 28-year-old and 27-year-old, ...

Watch as a 1960s pruning saw gets a full makeover! From a rusted blade to a handcrafted oak handle and brand-new teeth, see how this sentimental tool is brought back to life. #pruningsaw ...