NUMA Architecture: Non-Uniform Memory Access
Explore NUMA architecture and memory locality in multi-socket systems. Understand local vs remote memory access latency and optimization strategies.
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8 min read · advanced
ML Concepts - Page 26
Clear explanations of core machine learning concepts, from foundational ideas to advanced techniques. Understand attention mechanisms, transformers, skip connections, and more.
194
Total Concepts
341
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Page 26
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Concepts - Page 26
Browse by categoryVision-Language Adapters: Efficient Fine-tuning
Master LoRA, bottleneck adapters, and prefix tuning for parameter-efficient fine-tuning of vision-language models like LLaVA with minimal compute and memory.
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10 min read
Layer Normalization for Transformers
Learn layer normalization for transformers and sequence models: how normalizing across features enables batch-independent training.
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7 min read
GPU Pipeline Hazards: Scoreboard Stalls and Warp Divergence
A fine kernel can still profile poorly: warp divergence taxes throughput ~1/N; alone on a long scoreboard wait, SM issue util can hit 0%. Interactive demos.
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11 min read · intermediate
Pointers & References in C++
Master C++ pointers and references through interactive visualizations. Learn memory addressing, dereferencing, smart pointers, and avoid common pitfalls.
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2 min read
RAID: Redundant Arrays for Speed and Safety
RAID storage visualized: RAID 0, 1, 5, 6, and 10 levels explained. Learn how they work, when to use them, and disk failure recovery.
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18 min read
Showing 151-156 of 194 concepts