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Chain Rule 04-06-2025 04-06-2025 blog 14 minutes read (About 2153 words)Chain Rule Using Jacobian Matrix Multiplications Mathematics, Linear Algebra, Calculus, Jacobian, Chain Rule Read More
Derivatives 03-31-2025 03-31-2025 blog 17 minutes read (About 2585 words)Derivatives, Partial Derivatives, Directional Derivatives, and Total Derivatives Mathematics, Linear Algebra, Calculus, Jacobian Read More
Field of View 03-03-2025 03-03-2025 blog 4 minutes read (About 627 words)Mathematical Derivation of Field of View Equation Mathematics, Physics, Photography, Camera Read More
Depth of Field 02-23-2025 02-23-2025 blog 13 minutes read (About 2015 words)Mathematical Derivation of Depth of Field Equation Mathematics, Physics, Photography, Camera Read More
AWQ: Activation-Aware Weight Quantization 01-01-2025 01-01-2025 blog 18 minutes read (About 2738 words)Same Performance as Group-Wise Weight-Only Quantization But with Better Accuracy Deep Learning, Mathematics, Quantization, Accelerated Computing, CUDA Read More
CuTe Swizzle 12-01-2024 03-04-2025 blog 19 minutes read (About 2808 words)CuTe Shared Memory Swizzling Abstractions Mathematics, Accelerated Computing, CUDA, CUTLASS, CuTe Read More
CuTe Matrix Transpose 11-20-2024 12-26-2024 article an hour read (About 10825 words)Matrix Transpose CUDA Kernel Implementation Using CuTe Mathematics, Accelerated Computing, CUDA, CUTLASS, CuTe Read More
CuTe Layout Algebra 10-20-2024 10-20-2024 article 2 hours read (About 16932 words)Mathematical Fundamentals to CUTLASS Computing Mathematics, Accelerated Computing, CUDA, CUTLASS, CuTe, Category Theory Read More
Sobel Operator 10-14-2024 10-14-2024 blog 8 minutes read (About 1204 words)Approximating the Derivatives of the Image Intensity Function Computer Vision, Python, Mathematics, Computer Science Read More
Volume Rendering 07-20-2024 07-20-2024 blog 11 minutes read (About 1587 words)Mathematical Model for Volume Rendering Computer Vision, Mathematics, Computer Graphics, Volume Rendering, Ray Casting Read More
Parameter Importance Approximation Via Taylor Expansion In Neural Network Pruning 06-20-2024 07-07-2024 blog 12 minutes read (About 1778 words)Scoring Neural Network Parameter Importance Faster Deep Learning, Mathematics, Taylor Expansion, Neural Network Pruning Read More