Depthwise Separable Convolution 11-08-2021 11-08-2021 blog 7 minutes read (About 1018 words)Reducing Memory and Math Bandwidth Requirements for Convolution Deep Learning, Mathematics Read More
2D Line Mathematics Using Homogeneous Coordinates 11-01-2021 11-01-2021 blog 6 minutes read (About 880 words)Computing 2D Line and 2D Line Intersection Using Cross-Product Mathematics Read More
Pixabay Image Download Using Python AsyncIO 10-25-2021 10-25-2021 blog 10 minutes read (About 1495 words)Single-Thread Asynchronously Downloading Royalty-Free Images Python, AsyncIO, Pixabay Read More
Multi-Thread Single-Stream VS Single-Thread Multi-Stream CUDA 10-18-2021 05-12-2022 blog 13 minutes read (About 1946 words)CUDA Programming Choices for CUDA Stream Deep Learning, Mathematics, CUDA, High Performance Computing, Computer Architecture, Parallel Computing Read More
Math-Bound VS Memory-Bound Operations 10-11-2021 09-18-2023 blog 8 minutes read (About 1188 words)Computation Bandwidth, Memory Bandwidth, and Data Reuse Deep Learning, Mathematics, Computer Architecture Read More
Fast Fourier Transform for Convolution 10-04-2021 09-20-2022 blog 9 minutes read (About 1346 words)Understand Asymptotically Faster Convolution Using Fast Fourier Transform Deep Learning, Mathematics Read More
Cross-Correlation VS Convolution 09-27-2021 09-27-2021 blog 6 minutes read (About 903 words)A Historical Ambiguity in Deep Learning Deep Learning, Mathematics Read More
Play Diablo II Resurrected with Lutris on Linux 09-23-2021 12-22-2021 blog 2 minutes read (About 283 words)Instructions for Diablo and Linux Fans Game Read More
Cosine Similarity VS Pearson Correlation Coefficient 09-22-2021 09-22-2021 blog 4 minutes read (About 559 words)Definitions and Caveats for Cosine Similarity and Pearson Correlation Coefficient Mathematics Read More
Creating and Modifying ONNX Model Using ONNX Python API 09-15-2021 09-15-2021 blog 12 minutes read (About 1866 words)Getting Familiar with ONNX Data Structure and Python API Usages Deep Learning, ONNX Read More
Convolution and Transposed Convolution as Matrix Multiplication 09-08-2021 09-08-2021 blog 10 minutes read (About 1514 words)Understand Convolution and Transposed Convolution from a Different View Deep Learning Read More
Variable Elimination Algorithm 09-01-2021 09-01-2021 blog 10 minutes read (About 1540 words)Fundamental Algorithm for Probabilistic Graphical Model Inference Probabilistic Graphical Model Read More