Deep learning, AI computing hardware requirements are high, how college students low threshold remote research.
Update Date:2025-09-19 11:16:52
University scientific research, especially when it comes to deep learning and large model training, students and teachers have limited personal equipment performance and it is difficult to complete related work, which requires the use of high-performance workstation equipment deployed in the laboratory.
At the same time, it may take hours, days or even weeks to train a complex model, and it is impossible for us to stay in the laboratory all the time. In this case, remote control software becomes a reliable tool.
We remotely control the workstation equipment of the laboratory through our own computer, and can connect to view the training progress and results at any time and any place. We no longer need to be tied to the laboratory, which greatly improves our scientific research efficiency.
Recently, Awesun remote control has updated a new version of "Awesun 16". Many new functions are very suitable for us to carry out remote scientific research in colleges and universities. Here we will take a brief look.
Super desktop, light and thin books can also run large model training
Awesun 16 has added a "super desktop" function. We can choose not to use the traditional remote control window, but directly map the application of the controlled end to the main control computer, and open various scientific research software as locally for large model training.
Super Desktop provides a device-seamless remote operation experience, and can currently open up to 5 remote device applications.
At present, the Awesun 16 super desktop function is open to melon seed members and free users for a limited time: all you need to do is install Awesun 16 and click on the top text link to get it.
Cross-platform remote control, high-performance remote control to connect the laboratory anytime and anywhere
Deep learning and large model training involve equipment on multiple platforms. For example, the laboratory host has Windows equipment and Linux equipment. However, when we carry out scientific research work remotely, it is also likely to use mobile phones, tablets and other equipment to operate. Therefore, remote control software needs to support multiple system platforms.
Awesun 16 supports Windows, macOS, iOS, Android, Linux and other systems, which can well meet the basic needs of our remote scientific research. At the same time, Awesun 16 has also achieved a full range of performance upgrades: its remote desktop opens faster, its transmission achieves millisecond delay, and its remote operation response is extremely fast. In addition, in a weak network environment, the Awesun 16 can still maintain a stable and smooth remote control.
File flash transmission, easy access to scientific research data
If some documents and materials need to be transferred for remote scientific research work, Awesun 16 also provides a convenient scheme: the new online "small k" can realize the function of flash file transfer.
We only need to drag the file to the floating window to send the file to another computer, without opening the remote desktop or entering the file transfer interface, and the whole process is operated locally, without the need for third-party transfer software to upload and download, making the operation more convenient and efficient.
Of course, if we are already in the process of remote control, then the previous transmission methods such as file dragging and dropping are also convenient and easy to use. If the documents involved are complicated, we are not sure what contents in the database need to be used for the time being, and we can also use the "folder mapping" function to map the entire database to the controlled terminal, which is convenient for us to use as needed.
All in all, Awesun remote control provides a variety of file transfer methods, we can choose the most convenient one to use, improve our remote scientific research experience.
Not enough screens? A notebook can expand
What if we're already in the lab, ready to do a lot of work, only to find that the lab's equipment is strong, but the screen is few, and it's not always easy to use? At this point, if we bring our own laptop or tablet with us, we can use it as a secondary screen.
Awesun 16 launched the "become secondary screen" function, which can turn the equipment around into the extended screen of the host computer. we click the "become secondary screen" button on the right side of the Awesun software equipment and wait for the system to establish a connection.
After the connection is successful, the main control terminal interface will display the prompt of "opened secondary screen", and the screen content of the controlled terminal will be projected to the main control terminal in real time, which can be used as an extended display.
Conclusion
The core value of using remote control software for in-depth learning scientific research is to allow us to obtain and efficiently use powerful computing resources at a lower comprehensive cost, while obtaining unparalleled flexibility and stability; and the characteristic functions of the Awesun 16 can help us achieve The above goals, full use can make our scientific research road get twice the result with half the effort! I strongly recommend that you give it a try.
At present, Awesun 16 has been officially launched Awesun official website, and major application stores are on the shelves one after another. You can search for "Aweray Awesun" to download and upgrade and experience the above new functions!
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