Recently, the topic became a hot topic after it was revealed that an intern at ByteDance deleted all of the company’s Lite models. Who should be responsible for the intern accidentally deleting the library?
Yesterday, under the hashtag “Let me break the news”, someone reported that “byteDance intern deleted all machine learning models under the company GB”.
For a time the topic caused countless programmers to watch.
Lite model refers to a lightweight model, TensorFlow Lite, which is a model for deep learning on mobile devices. For example, the relevant models for classification and segmentation are small, and many very useful models are lightweight models. In public opinion, some people worry about the “stay or leave” of interns:
Others are complaining for the student:
There is also a popular saying, “Delete bytes in bytes, make headlines in headlines.”
So, who should be responsible for this? How serious is it? Does it matter?
The manager added protection to the subdirectory, but the intern directly deleted HDFS, and added skip Trash (delete default to Trash, equivalent to complete deletion of Windows).
However, some people said that the model is offline data, little impact on the online. Another said, “It shows that the lightweight model is really dead, and the large-scale pre-training model is rolled up.” Rumor has it, and rumor has it that after it was deleted, it connected to the Incident Group
We’ve added over 300 people. There are even employees working until 3 o ‘clock to repair!
However, the biggest concern of melon eaters is “responsibility”. After all, if an intern can delete a model, why does he or she have permission? According to a source, the intern didn’t actually “slip”, let alone “shake”, but did it after asking many people…
More people think: 80% of the pot should be awarded to managers!
Another person made a joke about the recent “overtime problem of byte size week” :
The issue of power and responsibility has led to criticism and sparked discussion on the issue of power and responsibility among netizens. As far as we know, the cause of the accident was that the intern cleaned up the HDFS directory and found that the latest update date of a directory was In March, so he thought it was no longer needed. After much verification, he found that the directory was no longer useful, and then deleted it. Until an hour later someone realized that the model wouldn’t come online… In many large companies, the model runs out and goes to Hadoop.
But in fact, permission management directory is a university problem, requires a set of large process. Some people suggest that in this case, the permission should be controlled later, or skip Trash should be removed, or the permission should be split into their respective models as much as possible. All in all, most netizens think that an intern should not take too much responsibility!
In fact, there are similar things more dog blood — 2019 AI delete library, programmers back pot!
In 2019, Yelp trained a neural network to eliminate bugs, but to their surprise, the network deleted everything and became completely bug-free.
In the end, the poor engineer took the fall.
What is the experience of accidentally deleting a library?
Programmers are said to delete libraries three times in their lives.
In the topic “accidentally delete library is what kind of experience? Many people published their experiences of that year. For example, I deleted the test library during my internship.
It feels like the sky is falling!
“I’ll never forget it!” another netizen said. Years ago (2001), back in the days of THE Unix character interface, I did routine maintenance in the middle of the night, and I deleted a library containing 200,000 books ………… Ten minutes later WHEN I was sure I was wrong, I started sweating. My stomach felt like it had been punched and started cramping. I couldn’t sit still. It took me a while to have a smoke in the hallway, only to recall that I had done a full system backup the day before yesterday and not lost much data! Of course, the phenomenon of malicious deletion is not rare. In February 2020, weimeng employees maliciously destroyed the company’s data, causing the market value of Weimeng to evaporate more than 1 billion yuan in one day. Not long ago, an employee of Lianjia maliciously deleted 9 TERabytes of company data, causing the server application of the company’s financial system to fail to log in. However, this kind of serious malign incident, let them be judged by the law. However, if the byte-Lite model deletion really didn’t affect online, in a way, it exposed the problem in time, and may even have prevented a bigger bug later on.
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