II.
LibraryProcess overview
Reference · livelib-process:gpu-programming--atomic-operations-synchronization
specializations/gpu-programming/atomic-operations-synchronization overview
Atomic Operations and Synchronization Patterns - Process for correctly and efficiently using atomic operations and synchronization primitives in GPU kernels.
Attributes
displayName
specializations/gpu-programming/atomic-operations-synchronization
description
Atomic Operations and Synchronization Patterns - Process for correctly and efficiently using
atomic operations and synchronization primitives in GPU kernels.
libraryPath
library/specializations/gpu-programming/atomic-operations-synchronization.js
specialization
gpu-programming
references
- - CUDA Atomics: https://docs.nvidia.com/cuda/cuda-c-programming-guide/
- - Cooperative Groups: https://docs.nvidia.com/cuda/cuda-c-programming-guide/
- - Lock-Free Programming: https://developer.nvidia.com/blog/cooperative-groups/
example
const result = await orchestrate('specializations/gpu-programming/atomic-operations-synchronization', {
projectName: 'concurrent_data_structures',
synchronizationNeeds: ['histogram', 'queue_insert'],
atomicOperations: ['atomicAdd', 'atomicCAS'],
lockFree: true
});
usesAgents
- cuda-kernel-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--cuda-kernel-expert·LibraryAgentcuda-kernel-expert
- lib-agent:gpu-programming--gpu-performance-engineer·LibraryAgentgpu-performance-engineer
Incoming edges
None.