II.
LibraryAgent overview
Reference · livelib-agent:gpu-programming--cuda-kernel-expert
cuda-kernel-expert overview
Specialized agent with deep CUDA kernel development expertise. Expert in CUDA C++ programming, thread indexing, shared memory optimization, register pressure management, launch bounds, device functions, and PTX/SASS analysis.
Attributes
displayName
cuda-kernel-expert
description
Specialized agent with deep CUDA kernel development expertise. Expert in CUDA C++ programming, thread indexing, shared memory optimization, register pressure management, launch bounds, device functions, and PTX/SASS analysis.
libraryPath
library/specializations/gpu-programming/agents/cuda-kernel-expert/AGENT.md
specialization
gpu-programming
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_area3
- skill-area:cuda-kernels·SkillAreaCUDA Kernel Programming
- skill-area:compute-shaders·SkillAreaCompute Shaders
- skill-area:profiling-cuda·SkillAreaCUDA Profiling
Incoming edges
uses_agent5
- lib-process:gpu-programming--atomic-operations-synchronization·LibraryProcessspecializations/gpu-programming/atomic-operations-synchronization
- lib-process:gpu-programming--cuda-kernel-development·LibraryProcessspecializations/gpu-programming/cuda-kernel-development
- lib-process:gpu-programming--cuda-stream-concurrency·LibraryProcessspecializations/gpu-programming/cuda-stream-concurrency
- lib-process:gpu-programming--custom-cuda-operator-development·LibraryProcessspecializations/gpu-programming/custom-cuda-operator-development
- lib-process:gpu-programming--dynamic-parallelism-implementation·LibraryProcessspecializations/gpu-programming/dynamic-parallelism-implementation