II.
LibraryProcess overview
Reference · livelib-process:gpu-programming--stencil-computation-optimization
specializations/gpu-programming/stencil-computation-optimization overview
Stencil Computation Optimization - Process for optimizing stencil computations (neighbor-based operations) common in image processing, CFD, and scientific simulations.
Attributes
displayName
specializations/gpu-programming/stencil-computation-optimization
description
Stencil Computation Optimization - Process for optimizing stencil computations (neighbor-based operations)
common in image processing, CFD, and scientific simulations.
libraryPath
library/specializations/gpu-programming/stencil-computation-optimization.js
specialization
gpu-programming
references
- - Stencil Optimization: https://developer.nvidia.com/blog/finite-difference-methods-cuda-cc-part-1/
- - Temporal Blocking: https://dl.acm.org/doi/10.1145/1654059.1654099
example
const result = await orchestrate('specializations/gpu-programming/stencil-computation-optimization', {
projectName: 'fluid_simulation',
stencilType: '3d-7point',
dimensions: 3,
haloSize: 1
});
usesAgents
- gpu-memory-expert
- gpu-performance-engineer
Outgoing edges
lib_applies_to_domain1
- domain:scientific-computing·DomainScientific Computing
lib_belongs_to_specialization1
- specialization:gpu-programming·Specialization
lib_implements_workflow1
- workflow:performance-profiling-cycle·WorkflowPerformance Profiling Cycle
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
uses_agent2
- lib-agent:gpu-programming--gpu-memory-expert·LibraryAgentgpu-memory-expert
- lib-agent:gpu-programming--gpu-performance-engineer·LibraryAgentgpu-performance-engineer
Incoming edges
None.