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
Introduction to YOLOs 04-15-2019 04-15-2019 blog 10 minutes read (About 1546 words)Dig into Some of the Details in YOLO Models Computer Vision, Statistics, Object Detection Read More
Bounding Box Encoding and Decoding in Object Detection 04-08-2019 04-08-2019 blog 16 minutes read (About 2335 words)Some Secret Recipes Hard to Find Computer Vision, Statistics, Object Detection Read More
Powerful Gaming and Deep Learning PC Build 04-06-2019 03-14-2021 blog 15 minutes read (About 2210 words)Experience, Caveat and Issues PC DIY Read More
Unbiased Estimates in Policy Gradient 03-15-2019 03-15-2019 blog 6 minutes read (About 944 words)Some Refreshes on Probability and Calculus Reinforcement Learning Read More