Quantization Deep Dive: From FP32 to INT4 - The Complete Guide
Master neural network quantization with interactive visualizations. Explore QAT, PTQ, GPTQ, AWQ, and SmoothQuant methods for efficient model deployment.
Technical Articles - Page 3
Deep dive into machine learning, computer vision, and software engineering. Expert insights on AI, local LLMs, quantization, and practical implementation details from real-world projects.
Articles - Page 3
How TensorRT Works: Deep Dive into NVIDIA Inference Optimization Engine
Explore TensorRT optimization: layer fusion, INT8 quantization, kernel auto-tuning, and deployment strategies with 8+ interactive visualizations.
Kernel Fusion: A Smart Way to Enhance Neural Networks Performance
Dive deep into Kernel Fusion, a technique that combines multiple neural network operations into unified kernels improving performance in deep learning models.
YOLOv5 Simplified: A Beginner's Visual Guide to Understanding Each Step
Visual guide to YOLOv5 architecture for beginners. Understand backbone, neck, and detection head components with step-by-step visualizations.
CPython Internals: How Python Really Works Under the Hood
Deep dive into CPython internals including bytecode compilation, memory management, the GIL, object model, and garbage collection with interactive visualizations.
C++ Compilation Process: From Source Code to Object Files
How C++ compilers transform source code through preprocessing, parsing, optimization, and code generation. Interactive visualizations included.
Showing 13-18 of 24 articles