Dropout Explained 06-04-2019 06-04-2019 blog 8 minutes read (About 1155 words)The Math of Dropout You Know and Don't Know Machine Learning, Deep Learning Read More
Transformer Explained In One Single Page 06-01-2019 02-09-2023 blog 23 minutes read (About 3454 words)Attention is All You Need Mathematically Deep Learning, Natural Language Processing, Transformer, Machine Translation Read More
Layer Normalization Explained 05-31-2019 12-24-2024 blog 5 minutes read (About 707 words)Layer Normalization vs Batch Normalization vs Instance Normalization Deep Learning Read More
Build CMake With SSL Support 05-30-2019 05-30-2019 blog 4 minutes read (About 537 words)Allow CMake To Use https Protocol CMake Read More
Data Parallelism VS Model Parallelism In Distributed Deep Learning Training 05-23-2019 05-23-2019 blog 7 minutes read (About 1067 words)Some Simple Logic and Theory Behind Deep Learning, Distributed System Read More
Use Shared Memory in Templated Kernels in CUDA Programming 05-04-2019 05-04-2019 blog 5 minutes read (About 702 words)A Trick to Work Around CPP, CUDA, C Read More
Pass Function Pointers to Kernels in CUDA Programming 04-28-2019 04-28-2019 blog 4 minutes read (About 547 words)Some Alchemy in CUDA Programming CPP, CUDA, C Read More
YOLO v2 Reorg Layer Explained 04-24-2019 04-24-2019 blog 18 minutes read (About 2716 words)The Most Detailed Explanation on Reorg Layer Deep Learning, Computer Vision Read More
Format C/C++ Code Using Clang-Format 04-22-2019 08-22-2020 blog 3 minutes read (About 440 words)Clang-Format Quick Tutorial CPP, C Read More
PIC and PIE Toggles for Compiler 04-20-2019 04-20-2019 blog 7 minutes read (About 983 words)Quick Understanding of Position Independent Code and Executables CPP, Computer Systems, Compiler, C, CMake Read More
Poolings in Deep Learning 04-19-2019 04-19-2019 blog 5 minutes read (About 731 words)Funny Relationships Between Max Pooling, SPP Pooling, and ROI Pooling Deep Learning, Computer Vision Read More
Tensor Physical Layouts on Memory 04-17-2019 08-23-2021 blog 3 minutes read (About 402 words)Know Your Tensor! Deep Learning, High Performance Computing Read More