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Docker With GPU

March 18, 2025 · 3 min read · Page View:
Tutorial
Docker | GPU

This post is to introduce how to use gpu in docker, which also covers the basic usage of gpu on the host machine.

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Random Variables

February 28, 2025 · 2 min read · Page View:
Tutorial
Math | Probability | Random Process

This article introduces the common distribution functions both continuous and discrete. Besides, the basic knowledge of conditional distribution such as total probability and Bayes’ Theorem is also introduced. The most important part are the Normal Approximation and Poisson Approximation of the Binomial Random Variable.

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Further Understanding of Proc

February 1, 2025 · 3 min read · Page View:
Tutorial
Linux

The /proc in Linux is a kind of Pseudo file system (also known as Virtual File System), what it saves is a series of special files that store the current running state of the kernel, and the user can check the hardware info and the runnning processes via the files, even adjust some files to change the state of running kernel. The files in /proc will be refresh in RAM, so the files’ size is 0 bytes.

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The Iftop

January 30, 2025 · 1 min read · Page View:
Tutorial
Linux | Network

I frequently use ifconfig and cat /proc/net/dev to examine network information. However, today, my cloud server crashed unexpectedly. I reached out to the cloud support for assistance. The engineer utilized iftop to analyze the situation. After the issue was resolved, I started to consider using this tool. Now, let’s take a closer look at this powerful utility.

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CPU can only see the threads

January 23, 2025 · 12 min read · Page View:
Tutorial
Multiple Threads | Multiple Processes | Coroutine | Python

In python, due to the GIL (Global Interpreter Lock), which is a mutex and ensures only one thread can execute at a time, so the multiple threads parallel execution is not supported under the CPython interpreter. But what about the multiple processes? What is the difference between them? How to choose the right method? Do you know the coroutine? Let’s explore it together.

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