Orlando Ding - Afternoon with Green Tea (Page 2)

Clean committed big file in Git

Just handle with removal of git larger file without hard reset

Upgrade Google Chrome Canary on legacy System

Enable FLAG_SECURE on Scrcpy

You can find the whole story in Crash on Android 12 Developer Preview 1 about why encountering a black screen when using Scrcpy to stream Android screen in a video stream. Long story in short, Using rootAVD to root Android devices or emulators, also check the video tutorial from Youtube

Deep Learning

GPT-4 Architecture, Infrastructure, Training Dataset, Costs, Vision, MoE

GPT4, algorithm, ML architect

Essay

Stray Birds译文

Translation of poem <Stray Birds>

Essay

若思念便思念

题记: How long is forever? Sometimes, just a second 剪不断的时间故事里有牵绊宁州夜渐远人在云之南想起却难言萦怀心间静待一叶归期无期的船远山又闻燕归南故楼东望昨炊烟我在心间冰心玉壶时光荏苒云开我知道你在眷恋君心我心即使相隔千里也并不遥远风起你知道我在期盼我心君心如影在侧相伴人若思念便思念灵犀便是相见曲未散淼淼山海间心犹在难逃聚散你在我心间莞尔即是诺言云开我知道你在眷恋尺素情长天涯鸿雁风起你知道我在期盼浅吟低唱风寄心弦飞鸟看故事里的过往我和你穿越时光

Deep Learning

Transformers — A Visual & Intuitive Guide

Reference: Transformers Explained Visually (Part 1): Overview of Functionality Transformers Explained Visually (Part 2): How it works, step-by-step Transformers Explained Visually (Part 3): Multi-head Attention, deep dive Transformers Explained Visually — Not Just How, but Why They Work So Well Foundations of NLP Explained — Bleu Score and WER Metrics Foundations of

Deep Learning

Nvidia-smi fail to communicate with driver

After we might periodically update our linux kernel, sometimes we might confront with "Nvidia-smi failure": even if your driver is working correctly, error message will pop up, when running $nvidia-smi, like following: dluser1@cnpvgl903653:~$ nvidia-smi NVIDIA-SMI has failed because it couldn't communicate with the NVIDIA driver.

GRE

GRE Analytical Writing Toolkit

GRE AWA 1.3 toolkit

Machine Learning

Debugging Tensorflow via TensorBoard Plugin

How to launch Tensorflow debugger via Tensorboard.

Computer Vision

Deconvolution Analysis

Analysis to matrix operation for convolution operation

Machine Learning

Chapter 1 - Machine Learning By Professor Zhou

Version Space for chapter 1

Reinforcement Learning

Convergence

To analyze how to guarantee Vs(s) convergence with TD(k) update

Reinforcement Learning

Temporal-Difference Learning

Temporal-Difference Learning in Reinforcement Learning, like what you love, TD(0), TD(1), TD(lambda).

Machine Learning

Template Models for Bayesian Networks

PGM model by Daphe from stanford university based on MIT bibe

System

Note of solving issue in MacOSX

Some painful experiences under macosx, for instance, lanuchpad resetting, incorrect user preference, etc.

Reinforcement Learning

Basic model of Reinforcement Learning

Basic model for Reinforcement learning, about value function V(s), Q(s, a) function and continuation value function C(s, a)

Algorithm

Collaborative Filtering for user behavior

Recommender systems are a way of suggesting like or similar items and ideas to a users specific way of thinking. Collaborative Filtering is the most important algorithm to find missing rating, or evaluate items base d on user behavior.

Algorithm

Latex equation via MathJax

In order to make my blog ready for Mathematic equation, I enable MathJax in ghost via customization of core/client and theme template project. This blog is to record the critical math equation for reference purpose. * Case 1: equations with auto-numbering \begin{equation} E = mc^2 \label{myequation} \end{equation}