Data Mining
Deep Learning
Neural Network
An Alibaba Cloud server was recently purchased during the Double Eleven event: an economy version with a price of 99 per year and low configuration, which is used as a jumpboard to proxy home services, it’s also a decent option. The activity lasts until 2026.
The projects within the team have dependencies on each other, and due to historical reasons, submodules haven’t been used to manage these project dependencies. Daily development requires manually updating the repository code one by one, otherwise various strange issues may arise.
The potholes in the mini-program development haven’t been filled, and we’ve just dug a new one with WPF. Recently, the company has been experiencing some turbulence, and remote collaboration communication is invariably less efficient than desired. So, we’ve taken on the development of client interfaces.
mini host for the office, thinking it would be convenient to configure an environment and have occasional access at home. I temporarily deployed internal network penetration using frp – specifying port forwarding, which requires a public server with a connection quality dependent on its bandwidth. Instead, I experimented with a fresh Zerotier virtual LAN, similar to a VPN, where I created a virtual network card locally and all machines joined it into a single virtual network.ZeroTier is a software-defined wide area network (SD-WAN) solution that allows users to create secure virtual networks between devices in different geographic locations. Through ZeroTier, you can easily connect multiple computers, servers, and devices into a virtual, encrypted network – as if they were on the same local network. This helps developers and IT professionals securely share data and resources across different locations without complex network setups or VPN configurations.
When installing a development system with VMware virtual machines, it’s generally recommended to allocate extra disk space. Over time, the local disk space consumed by the VM will far exceed the actual size of its files.
The df -h command revealed that the current machine was using 60GB of disk space, and after deleting all snapshots and clone images, the local virtual machine still occupied significantly more than 60GB, further straining the already limited hard drive.
Domestic resources are basically all recommending Autumn Leaf’s one-click deployment package, thinking that they are open-source projects based on Python, so deployment wouldn’t be very complicated, let’s try to start from scratch.
I was messing around with AI-generated images and specifically changed my graphics card, a beginner version of the
3060 12g; the seven-year-old960retired gloriously.
The core pytorch cuda installation, which I previously encountered issues with when writing Python game helper scripts (I had installed it locally before), still presented problems – the cuda encryption consistently failed to activate.
one loop thread, the time taken has already been at the microsecond level, switching servers resulted in a backlog of up to 60,000 packets, to almost none.
In single-threaded loop processing data scenarios, the CPU performance depends on factors such as clock frequency, cache size, and instruction set architecture. Generally, CPUs with higher clock frequencies, larger caches, and more advanced instruction set architectures perform better in single-threaded data processing.
Performance improvements aren’t always achieved by adding threads; it’s not necessary to overcomplicate things. Refine the project workflow, identify time-consuming bottlenecks, and determine if a single thread can meet the requirements. Considering single-threaded approaches reduces complexity and minimizes potential issues.
Just as we needed to learn the techniques of searching engines back then, we also need to learn some techniques for communicating with AI, providing reasonable and sufficient constraints, and efficiently obtaining the answers we need.
If you look at it from a different angle, current AI is like a very good student with excellent memory – it has the ability to memorize everything. What we need to do is learn how to communicate with AI correctly, effectively, and precisely describe our needs to help AI generate the expected results.