Some tools just seem to outlast the rest. Better materials and thoughtful design can save you money and effort in the long ...

There are a variety of pruners for different branch-cutting tasks, and reviews for Harbor Freight's options are a good way to ...

Growing up in a family of gardeners, I've always had access to all the essential tools a gardener needs to get the job done.

Sort through your garden shed before winter. Not everything should be stored in there during the colder months.

The best secateurs from our test What to look for in secateurs How to care for your secateurs How we tested secateurs Good secateurs are an essential part of your gardening toolkit. A well-designed ...

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 ...

O1-Pruner is a post-training technique that can accelerate the inference O1-like long thought reasoning models. Experiments show that the inference time overhead can be reduced by up to 50%. For more ...

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

We must be satisfied a person with appropriate knowledge and expertise has identified the tree needs to be removed or pruned without our permission. It is important to read the tree pruning guidelines ...