High Bandwidth Memory (HBM)
3D-stacked DRAM architecture providing massive bandwidth for GPUs and AI accelerators
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GPU Computing
Graphics processing units and parallel computing concepts.
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Concepts
All GPU Computing Concepts
GPU Memory Hierarchy & Optimization
Master GPU memory hierarchy from registers to global memory, understand coalescing patterns, bank conflicts, and optimization strategies for maximum performance
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CUDA Unified Memory
Unified virtual address space enabling seamless CPU-GPU memory sharing with automatic page migration
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Page Migration & Fault Handling
Understanding virtual memory page migration, fault handling, and TLB management in CPU-GPU systems
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Understanding CUDA Contexts
Explore the concept of CUDA contexts, their role in managing GPU resources, and how they enable parallel execution across multiple CPU threads.
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Tensor Cores: Accelerating Deep Learning
Understanding NVIDIA's specialized matrix multiplication hardware for AI workloads
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GPU Streaming Multiprocessor (SM)
Deep dive into the fundamental processing unit of modern GPUs - the Streaming Multiprocessor architecture, execution model, and memory hierarchy
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