Accelerating PyTorch Models: Inside torch.compile’s Kernel Optimization
Explore how torch.compile accelerates PyTorch models through kernel optimization. This article visualizes PyTorch kernel structures and their file mappings.
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How to Fix PyTorch "view size is not compatible" Error: Memory Layout Explained
Learn why PyTorch throws the "view size is not compatible" error, understand tensor memory layout, and discover optimal solutions with performance benchmarks.
Understanding GGML Files: A Deep Dive into Quantization and Visualization of File Structure
A detailed visualization of the file structure of GGML files, including the mapping of blocks to their corresponding positions in the file.
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
YOLOv5 Simplified: A Beginner's Visual Guide to Understanding Each Step of the YOLOv5 Model Architecture where we will be visualizing the YOLOv5 model architecture and its components.