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Last Updated: Aug 21, 2026

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NVIDIA NVD-001 Exam Syllabus Topics:

SectionObjectives
CUDA Advanced Programming- Streams and parallel execution
  • 1. Asynchronous execution
    • 2. Multi-stream execution
      - Synchronization and concurrency
      • 1. Thread synchronization
        • 2. Atomic operations
          Memory Management and Optimization- Performance optimization
          • 1. Latency hiding techniques
            • 2. Memory coalescing
              - Memory types
              • 1. Registers and cache usage
                • 2. Global, shared, and local memory
                  CUDA Programming Fundamentals- CUDA programming model
                  • 1. Kernels and thread hierarchy
                    • 2. Grid and block structure
                      - GPU architecture basics
                      • 1. Streaming multiprocessors and cores
                        • 2. SIMT execution model
                          Debugging and Profiling- Performance profiling
                          • 1. Kernel profiling
                            • 2. Bottleneck identification
                              - Debugging CUDA applications
                              • 1. Common runtime errors
                                • 2. Debug tools usage
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