II.
LibraryProcess overview
Reference · livelib-process:gpu-programming--reduction-scan-implementation
specializations/gpu-programming/reduction-scan-implementation overview
Reduction and Scan Algorithm Implementation - Workflow for implementing efficient parallel reduction and prefix sum (scan) algorithms, foundational patterns for many GPU applications.
Attributes
displayName
specializations/gpu-programming/reduction-scan-implementation
description
Reduction and Scan Algorithm Implementation - Workflow for implementing efficient parallel
reduction and prefix sum (scan) algorithms, foundational patterns for many GPU applications.
libraryPath
library/specializations/gpu-programming/reduction-scan-implementation.js
specialization
gpu-programming
references
- - GPU Gems 3 - Parallel Prefix Sum: https://developer.nvidia.com/gpugems/gpugems3/part-vi-gpu-computing
- - Optimizing Parallel Reduction in CUDA: https://developer.download.nvidia.com/assets/cuda/files/reduction.pdf
example
const result = await orchestrate('specializations/gpu-programming/reduction-scan-implementation', {
projectName: 'statistics_library',
operation: 'sum',
dataType: 'float',
algorithm: 'work-efficient'
});
usesAgents
- parallel-algorithm-designer
- 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:vulnerability-management·Workflow
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--parallel-algorithm-designer·LibraryAgentparallel-algorithm-designer
- lib-agent:gpu-programming--gpu-performance-engineer·LibraryAgentgpu-performance-engineer
Incoming edges
None.