II.
LibraryProcess overview
Reference · livelib-process:gpu-programming--cuda-kernel-development
specializations/gpu-programming/cuda-kernel-development overview
CUDA Kernel Development Workflow - End-to-end process for developing, testing, and deploying CUDA kernels. Covers kernel design, thread indexing strategies, execution configuration, and integration with host code.
Attributes
displayName
specializations/gpu-programming/cuda-kernel-development
description
CUDA Kernel Development Workflow - End-to-end process for developing, testing, and deploying CUDA kernels.
Covers kernel design, thread indexing strategies, execution configuration, and integration with host code.
libraryPath
library/specializations/gpu-programming/cuda-kernel-development.js
specialization
gpu-programming
references
- - CUDA C++ Programming Guide: https://docs.nvidia.com/cuda/cuda-c-programming-guide/
- - CUDA C++ Best Practices Guide: https://docs.nvidia.com/cuda/cuda-c-best-practices-guide/
- - NVIDIA Developer Blog: https://developer.nvidia.com/blog/
example
const result = await orchestrate('specializations/gpu-programming/cuda-kernel-development', {
kernelName: 'matrix_multiply',
operation: 'GEMM',
dataType: 'float',
targetArch: 'sm_86',
blockSize: 256
});
usesAgents
- cuda-kernel-expert
- gpu-debugging-specialist
- technical-writer
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_area3
- skill-area:cuda-kernels·SkillAreaCUDA Kernel Programming
- skill-area:compute-shaders·SkillAreaCompute Shaders
- skill-area:profiling-cuda·SkillAreaCUDA Profiling
uses_agent3
- lib-agent:gpu-programming--cuda-kernel-expert·LibraryAgentcuda-kernel-expert
- lib-agent:gpu-programming--gpu-debugging-specialist·LibraryAgentgpu-debugging-specialist
- lib-agent:meta--technical-writer·LibraryAgenttechnical-writer
Incoming edges
None.