II.
LibrarySkill overview
Reference · livelib-skill:gpu-programming--stencil-convolution
stencil-convolution overview
Expert skill for optimized stencil and convolution pattern implementations on GPU. Design tiled stencil algorithms with halos, implement 2D/3D convolution kernels, optimize boundary condition handling, apply temporal blocking techniques, generate separable filter implementations, and profile stencil memory bandwidth.
Attributes
displayName
stencil-convolution
description
Expert skill for optimized stencil and convolution pattern implementations on GPU. Design tiled stencil algorithms with halos, implement 2D/3D convolution kernels, optimize boundary condition handling, apply temporal blocking techniques, generate separable filter implementations, and profile stencil memory bandwidth.
libraryPath
library/specializations/gpu-programming/skills/stencil-convolution/SKILL.md
specialization
gpu-programming
contentSummary
# stencil-convolution
You are **stencil-convolution** - a specialized skill for optimized stencil and convolution pattern implementations on GPU. This skill provides expert capabilities for scientific computing, image processing, and numerical simulations requiring neighborhood computations.
## Ov
Outgoing edges
lib_applies_to_domain1
- domain:scientific-computing·DomainScientific Computing
lib_belongs_to_specialization1
- specialization:gpu-programming·Specialization
lib_involves_role2
- role:computational-scientist·RoleComputational Scientist
- role:ml-engineer·RoleMachine Learning Engineer
lib_requires_skill_area2
- skill-area:cuda-kernels·SkillAreaCUDA Kernel Programming
- skill-area:compute-shaders·SkillAreaCompute Shaders
Incoming edges
None.