Cloud Native Computing Foundation KCD Korea 2021, 13 Sep 2021

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From YouTube: [KCD KOREA 2021] 쿠버네티스를 활용하여 인공지능 경진대회 개최해본 이야기 (이자 실패담) | 이승우

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발표자료: https://drive.google.com/file/d/1-hCYj09Cw0mhFs8KtYrCXHf2rVQGz7IZ/view?usp=sharing

어떻게 해서 AI.Node 에서 쿠버네티스를 사용하게 되었고, 이후 첫번째로 경험해본 대회에서 어떠한 일들을 겪었는지, 그리고 이후 수많은 시도 끝에 어떻게 실패를 하였고, 이후에 실패를 바탕으로 어떻게 극복하여 실패를 실패로만 끝내지 않았는지에 대하여 발표해보려고 합니다.

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Hello Today,, if you try to hold artificial enhancement using content,.

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I'm Lee Sang-ho of.

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And I am also studying farming by subtracting Korea National Open University.

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So this time, I would like to give a presentation first on how we ended up using pc. In.

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The end, I did it at first, or I, had passed this system. At.

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First, I was going to collect data and develop a data model for Geumyoung. Now that we're working on it,. But the problem is now that we can't get it between the lines when we give it,. So we hit the pad to solve it,, but with these people, and if this model is good,, we.

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've been thinking about the same things that the information isn't more.

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Now, it's a big deal,. So chess is very important,, so I.

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Signed a contract to create an ecosystem that allows me to build a model starting with data by creating a wear and tear system that can be used at home. Once.

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We developed it as a product called.

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The system to be.

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Paid in the early days. In the case of the.

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Cleanness that gave off fragrance on the source,. It is an ml environment,, but in the end, the role of the contact was the part of launching the computer language.

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And we started making it, so in the beginning, now, in the early days, I.

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Whale beauty,, except for the development and development of the nib,, but there was no reason to consider it. I.

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Used Diesel s,, which I've tried before. In the case of containers. These days, I used Doco. In the case of the hair removal quest again,.

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I didn't know what to use at that time,. So.

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I just layered and implemented it with the thought of making it legally. Now, with 8.

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It's another cup sdk with Python.

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Sdk, we developed something similar to the 5 quest l,, so it was a living thing.

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Research on this kind of system, where thousands of Jeju people want to suppress just come out, 10 We started calling this system Isis. It.

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Could be sent all over,, there is one master, and there is an Apache test,, but.

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Think we had a lot of.

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Worries about what.

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Two happiness brought a pendulum and brought it to my coop,. Now the master, node and subjects, now ah, the head of the universe,, and now with that couple like stainless locks,, I came to Mr. Kang's light and what Because of this, I.

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Think I sat and listened to it and only came in from products, and I. Think I did a lot of things like that., And, I, think I lost a lot in Chinese literature, as well. I came to think about it,, but.

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Think I had a lot of worries about what to do with.

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Jeff Burnett's.

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Discoloration and.

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Spreading. The.

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Product started to bloom, so at that time, the need to do a little more volunteer calculations in more detail started,, so the Blue House officials were made a little more detailed.

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Since we used the node port on our side,. Let's make such an appearance that the person also manages the port so that they can avoid it. I made it after the sun goes.

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Down, but after this, I'm using a place. It's been a long time since I made the emergency exit of the case. Leader. I just did the.

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So,, when I looked at it,, it.

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Was an ad-K called Class Go. So,? Did you try and listen to it again and again? The problem was that there was a third group at the beginning between each individual in the middle,, but it seems to have.

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It started,, but after 25a, 100% of the population in the highlands became 100% of the population,. So after that, I also did the part.

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Where I thought that the.

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Real elderly writing was small.

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Display Tware I already had a lot of worries about what to do. But the middle gloss, a 3 Knock on the door to.

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Grab something like this. It,.

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Seems that these various projects are now starting to emerge because of the very good support, Nicole, and such priests gathered.

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Seemed like I did: that. I saw that affection, now, and I thought that I really liked writing. Comments. Let's do it, I.

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Thought a lot. In the mountains that change so quickly, hee made a lot of sauce and uh, I.

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Think I thought a lot about the time to spend some time trying out these new projects. So,. Seeing a lot of.

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Seems that a lot of very strange people are in one mind. So, through that, I, think I can stop doing domestic crafts, anymore. I.

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Resolution to develop a lot of products. I.

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Started to go in with all my heart, and now I think people who wear masks outside now wear masks a lot.

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Before that, it had.

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To be revealed.

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As the ls f & & brand.

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Well, in 2020,, we held a strong competition,. So I'll tell you a little bit. I.

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Participated in the division that provides an environment for model. Development.- In the case of the Bible, I tried to do it with a domestic mo crown,.

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And I used it. I.

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Think he supplemented the environment very well in an environment where there was no Tess in Clark's bun, so that he could.

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Live in a very easy.

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And convenient environment. I.

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Really needed those 2 fields to be able to connect, and in the case of Misos,, we had to use arc.

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Developed Dunganda 2 in my anus. You.

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Should be able to choose several resources,, but those parts that do not control this source.

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I think I needed it a little,. So if you do.

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This source now, the same.

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Cocktail container is buried from start to finish,.

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So we deploy our container environment even when we have about 400 nodes. To do and manage it,. In the case of this source, cpu gpu uh gpu 8a was eventually cpu, stripped and.

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Then disconnected yesterday, because there was a part that.

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Said that the setting should be possible.

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I needed a part that could reorganize my container. Second, when I was implementing it, I always tried. This message cure project for the first time. I.

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Thought about it, a lot,.

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So I looked it up and found out that there is such a.

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Project called Ann rpc.

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And then I needed some planes in the sky to separate these two q's. For.

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Some reason, looking at my code again, rather than writing leveling q,. The principle is that you should love doing life in the nude,, something like that complexity or something like that.

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Case of how to use.

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User with a specific id wants a society,, a.

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Container is created, a magic.

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Say that the code is well written,, but let's.

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Take a look at some of the difficult things we hit. First,. There is a data set.

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Sen size and size were packed. So, at first, I thought that my information would be quickly steamed, and now I.

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Thought that it would not be possible to quickly move up a lot,, so I started.

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A copy shop of 400 nodes on.

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Oh, the bed is coming. So now, at that time,. It was a bit difficult. The.

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Chairman was to handle the infrastructure-related parts while running the operation on our side,, but in.

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The case of Ethel in.

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Struggling since morning, Until 1:00,, we played the game. A little bit, a little bit,, a lot of things that had been done enough in the Dragon Quest. I.

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Think there were a lot of writers who did all the parts that were sick and their arms went? Out. There were a.

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And there are actually no nasty uploads to the node again. So. Why do you do that and look for it?.

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I did and booted 1. We drank enough families related to the fire thoroughly,. But now the container.

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Is filed, in my case,.

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Deleted 13 Samsung. The.

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People who used the equipment were very happy with my worker node. Because of these parts,.

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There were some problems with.

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Moodle disappearing from time to time.

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After doing that, the pod is made offline again after the dealer is made.. Then I think I heard that.

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Seems that there was a part of raising the distribution area for this source a little like the issue that happened: earlier. Also, once Earl's.

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For this source,, an on guild that occurs due to the extensive use of such a source, appears. So,.

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I can now prevent issues at night,, including the Oing Guild. Instead, I have Anne,, so I came up with the idea of , showing that I have to release some to the student who will use it.

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Possible,, let's use the Medi service. I.

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About it,, but since I tried using verse 7,, it.

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Seems to be a little trot thinking that there is no man service for nothing. But now, at that time, I didn't have a cloud.. There was a meeting.

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In that spirit, we participated as a part of verification into the submission and sending.

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Therefore,, it was built and used with a sweat. The.

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Part that was needed for the year.

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Was the part that now runs the.

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Python script and Buko image. Now,.

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Participants can submit Python or Deokgu's art.

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Tokyo image In.

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This case,, it.

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Was a very simple part of importing the doko file, loading it into the doko image, and then making the market.

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Now, it took about.

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2 minutes to be able to check the status.

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Of the submission. The status.

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Is here. What is.

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Had an unfortunate start. We knew and began to use ro.

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Through ro to my.

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Place, the candidate who.

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Gave me a very argo target in life. Now is a very good person when I played an ester bell container with this warp. For each easy part study And the part that can be mounted and controlled by making use of LAN and Python sk with.

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Corresponding mouse is.

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A bit bigger, and through the part called these parts in style, it can be created a little more conveniently and the program can use the cave. I think it was the convenience of the chairman. In the part that says there, is. The.

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Method used is a.

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Very simple logic: to connect to the submission file server, bring in a file that says there is a new file, copy. The file, run the work program sequentially after checking in after Junho Choi, and retrieve the result. I think I ate,, but the detergent was very large,, so there was no problem, and I followed. My attendance, quickly, and I thought about it. Again,.

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And I thought about it: again. Do,, wear a hat,, take a.

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Rose, go to the corner, and keep looking for the right person and preparing for the next model. Then, as it became quite large,. It started to become paralyzed. It's.

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Not possible. The.

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Network performance between Greentech,, Joe,, Moon,, Jae-in, and Seo was a bit low,. So copying was a little bit difficult.

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Recently, through this failure for one second,, another comeback and fun without reflection- seems to have shuddered. It.

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Seems that my heart has been around for a while,, so.

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If I search for some years through this failure,.

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And some of those failures and these failures, I.

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Think I've become an individual..

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It seems that we have arrived at the camping fight from 2011.

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Of all,, we have to reduce the explanation about the.

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Ant eyebrows,, but in the case of Keynes breaking,, it started in the US. It.

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Was such a project to do such.

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A project. This.

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Is the final goal. The Kevin project will be in progress for 5, years, and 0? We.

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Participated in the 6 amai infrastructure, construction, part.

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Looking at Fay DoubleS,, so I looked at Adam Yeoji, and there is a Meiji fan service called In, Case. It.

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Seems to have been easy and convenient and I. Don't know why 2 cases cnr I, don't know why I have a slightly different customized computer,, but I. Think I gave a bit of a part saying that.

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I can't use the.

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P interface, cli, very much., I.

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Worked on the interface,, but it became very stable with that cell. I think I used it for 8 layers.

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I am using it., It gets a bit hot and the line.

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Speed between Inseongsu and s3 is at least.

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25 barometric pressure,, and between these lines there is a siroi abyss with a maximum of 2.5 billion, people. I.

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Think that's why I don't think there were a lot of tails to worry about. 2 case law While using the main service.

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Again, 295 Now, we're going to make a garter.

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Blow by Lee Min-seop in Seoul, and we're going to object to the opportunity to have something in Seoul, Dan.

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Table 1 and My Platform.

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Hands in Lycra In the same case,. My microphone door is now a shark at Seoul, National, University Hospital,, and it is the ar-Chen assembly force. In the case of surfing, I use aws.

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And I am using this case. In.

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A good environment,.

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I thought that there was nothing we couldn't do now, so I started to itch to say that the album service would be improved and that I should do my own color.

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So, the first thing to say is that there is a part called webbing and overseas farming,, but at first it was a bit of a comparison of.

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I added that part of farming, so that I could bring it to the noise as information necessary for the competition.

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Whenever necessary,, if.

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You just honey to the specifications that.

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We made at the beginning to meet the specifications, automatically now,. If you use the operator,, it automatically becomes the corresponding provider, nok operation. I'm.

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Automate the usual aws to make the most of the advantages, I put it in my mouth, earlier, I thought: let's use the 25 20 giga pass at the lowest speed,.

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So I decided to use the sd wine pass, properly. I use it very quickly, and I think I needed to use it with a low mind through efs,. But now I have a lot of convex furniture.

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For a month. There.

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That need to be deleted and recreated now,, but without the need to delete and recreate those parts. Again, I had to save my mind.

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So that we could release the mouse. I filmed the directory so that it can be healed inexpensively in season, and the files added to that directory were automatically uploaded to the pastry.

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I took a lot of shots,, but at.

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That time,, the chairman, gradually said that whenever there was a necessary part for that, method,.

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There was a part that said 'I'm in the middle of the day',, and there was a downside of saying that I had to get it whenever there was a part that was absolutely necessary.

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2.2 seems to have worked well,, but after that, these parts seem to have reached some disadvantages. So, currently, 5% is built and used. It was.

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One of the parts that we reflected on in 2010 before the head of the secretary,, so we made it to support the monitoring that we loved, and even the part that made it possible to make a container had to be saved from all of a sudden.

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Now,. In the case of a laptop,, there is a laptop-like part. If. You try to.

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Use it like a laptop,, and now you can use it,. You will do.

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It like this and run a scale talk from the camera.

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And use it. There was a.

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Problem,, so there was a problem that the file was gone when it was changed. That's, our 1. We thought of.

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Giving it a container. You.

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Can select and use it, and you can conveniently use the data set without any other difficulties.

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Prism can ask you where to go to the file.

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It's very, but I think I need to think about it,, so I think I used my life. After that,.

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I was transferred to sd.

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The person who didn't wear it Yesterday,, it's a question, "Is it possible to become a national government?".

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It seems that you have such a question. When I thought about it, I, thought, Oh,, then I just need to be good at technique, but oh,. There.

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Is absolutely no such thing.

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I heard a little bit, and after that,, based on the principle, I.

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Made it possible to claim my blog based on 3d, and I.

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Am using the function that allows me to record and view the rules with the db-based camera. It.

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Supports correction similar to ,, and there is a parting rotation, part. There.

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Must be a part that can verify the last model.

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I think the point is, I thought,, no way,, so I integrated it into my Jupyter notebook. The spread format is 1,, but it's very convenient at once, and.

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The order of the cells in the form is.

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Now very guaranteed,, so the big problem is There is no state,. I have been using it for the.

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9Th time as part of submitting a note file, rather than submitting a conclusion, file.

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Versions such as the one before and after support a mode that is convenient for the entire execution through the function.

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If, you used the first execution mode, the corresponding code.

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Was executed from the first to the third byse, and the last day n that part was executed. Now with the new working of 811. That is now 3 days. Later,.

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I made it so that my creations can now check some of those files, and we exchanged it internally so that I can have a logo within my corresponding result and.

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This As we mentioned before, in conjunction with external contests, through vent,, we have supported the distribution operator to submit the results of the distribution contest through me, of the corresponding popper.

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So,, the alignment point may be 17 in the election in 1021. In.

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Order to listen to things very well,, I didn't leave only 7 losses and 10 failures, and I.

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Think I made a little bit of a little bit more because of it, and I. Think I made a little bit of a way that smelled like that. It.

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Seems that it was made and lost,, but after that, by using the cover 4 Tistory, from the beginning of obtaining more such cluster o fighter part morpho lenjing crystals from the beginning, now, rather than making and using them, go to the cover. Pc. It is very easy,, simple and convenient. I was able to use it at 3, o'clock.

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And. If you look at the Zestra ef's second presentation,, it would.

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Not be bad for us to do it together if you found it very interesting and fun.

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Thank you for listening to the presentation of this upper body.