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    <title>:)</title>
    <link>https://zena1010.tistory.com/</link>
    <description></description>
    <language>ko</language>
    <pubDate>Sun, 5 Apr 2026 06:43:27 +0900</pubDate>
    <generator>TISTORY</generator>
    <ttl>100</ttl>
    <managingEditor>쩨나</managingEditor>
    <item>
      <title>DB 연결 에러 [ERROR] connection failed: connection to server at &amp;quot;127.0.0.1&amp;quot;, port 5432 failed: &amp;quot;postgres&amp;quot; password</title>
      <link>https://zena1010.tistory.com/144</link>
      <description>&lt;p data-ke-size=&quot;size16&quot;&gt;postgresql을 docker에서 실행한 후, pgAdmin에 연결을 하려 하는데 에러가 났습니다.&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;사실 아래처럼 글자가 깨져서, password가 틀려서 5432 port, localhost로 접속을 못하는구나만 추측했습니다.&lt;br /&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;```&lt;/p&gt;
&lt;p style=&quot;background-color: #282a2c; color: #e3e3e3; text-align: start;&quot; data-ke-size=&quot;size16&quot;&gt;Unable to connect to server:&lt;/p&gt;
&lt;p style=&quot;background-color: #282a2c; color: #e3e3e3; text-align: start;&quot; data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p style=&quot;background-color: #282a2c; color: #e3e3e3; text-align: start;&quot; data-ke-size=&quot;size16&quot;&gt;connection failed: connection to server at &quot;127.0.0.1&quot;, port 5432 failed: ġ��������: ����� &quot;postgres&quot;�� password ������ �����߽��ϴ�&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;```&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;=&amp;gt;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;아래로 유추&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;```&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;Unable&amp;nbsp;to&amp;nbsp;connect&amp;nbsp;to&amp;nbsp;server: &lt;br /&gt;connection&amp;nbsp;failed:&amp;nbsp;connection&amp;nbsp;to&amp;nbsp;server&amp;nbsp;at&amp;nbsp;&quot;127.0.0.1&quot;,&amp;nbsp;port&amp;nbsp;5432&amp;nbsp;failed:&amp;nbsp;ġ:&amp;nbsp;&amp;nbsp;&quot;postgres&quot;&amp;nbsp;password&amp;nbsp;&amp;nbsp;߽ϴ&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;```&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;=&amp;gt; &lt;b data-index-in-node=&quot;25&quot; data-path-to-node=&quot;0&quot;&gt;비밀번호 인증(Password Authentication)&lt;/b&gt; 단계에서 거부됨&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;------&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;어쩌다가 이 에러를 얻었냐면..&lt;/p&gt;
&lt;p&gt;&lt;figure class=&quot;imageblock alignCenter&quot; data-ke-mobileStyle=&quot;widthOrigin&quot; data-origin-width=&quot;1378&quot; data-origin-height=&quot;1086&quot;&gt;&lt;span data-url=&quot;https://blog.kakaocdn.net/dn/cmJxRL/dJMcagSupog/PavIfpEPJVYG2dmC8k2QCK/img.png&quot; data-phocus=&quot;https://blog.kakaocdn.net/dn/cmJxRL/dJMcagSupog/PavIfpEPJVYG2dmC8k2QCK/img.png&quot; data-alt=&quot;database 등록 화면(pgAdmin4)&quot;&gt;&lt;img src=&quot;https://blog.kakaocdn.net/dn/cmJxRL/dJMcagSupog/PavIfpEPJVYG2dmC8k2QCK/img.png&quot; srcset=&quot;https://img1.daumcdn.net/thumb/R1280x0/?scode=mtistory2&amp;fname=https%3A%2F%2Fblog.kakaocdn.net%2Fdn%2FcmJxRL%2FdJMcagSupog%2FPavIfpEPJVYG2dmC8k2QCK%2Fimg.png&quot; onerror=&quot;this.onerror=null; this.src='//t1.daumcdn.net/tistory_admin/static/images/no-image-v1.png'; this.srcset='//t1.daumcdn.net/tistory_admin/static/images/no-image-v1.png';&quot; loading=&quot;lazy&quot; width=&quot;504&quot; height=&quot;397&quot; data-origin-width=&quot;1378&quot; data-origin-height=&quot;1086&quot;/&gt;&lt;/span&gt;&lt;figcaption&gt;database 등록 화면(pgAdmin4)&lt;/figcaption&gt;
&lt;/figure&gt;
&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;pgAdmin에서 database 등록하다가 이 에러를 얻었다.&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;하도 안되서 pgAdmin의 문제인가 싶어서 업데이트도 하고, DBeaver에서도 실행했는데 같은 오류를 얻었다.&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p&gt;&lt;figure class=&quot;imageblock alignCenter&quot; data-ke-mobileStyle=&quot;widthOrigin&quot; data-origin-width=&quot;1688&quot; data-origin-height=&quot;1268&quot;&gt;&lt;span data-url=&quot;https://blog.kakaocdn.net/dn/cEiNoV/dJMcahKDxo5/cgMtfwjhM1ZFDyIQfAg0x1/img.png&quot; data-phocus=&quot;https://blog.kakaocdn.net/dn/cEiNoV/dJMcahKDxo5/cgMtfwjhM1ZFDyIQfAg0x1/img.png&quot; data-alt=&quot;database 등록 화면( DBeaver )&quot;&gt;&lt;img src=&quot;https://blog.kakaocdn.net/dn/cEiNoV/dJMcahKDxo5/cgMtfwjhM1ZFDyIQfAg0x1/img.png&quot; srcset=&quot;https://img1.daumcdn.net/thumb/R1280x0/?scode=mtistory2&amp;fname=https%3A%2F%2Fblog.kakaocdn.net%2Fdn%2FcEiNoV%2FdJMcahKDxo5%2FcgMtfwjhM1ZFDyIQfAg0x1%2Fimg.png&quot; onerror=&quot;this.onerror=null; this.src='//t1.daumcdn.net/tistory_admin/static/images/no-image-v1.png'; this.srcset='//t1.daumcdn.net/tistory_admin/static/images/no-image-v1.png';&quot; loading=&quot;lazy&quot; width=&quot;534&quot; height=&quot;401&quot; data-origin-width=&quot;1688&quot; data-origin-height=&quot;1268&quot;/&gt;&lt;/span&gt;&lt;figcaption&gt;database 등록 화면( DBeaver )&lt;/figcaption&gt;
&lt;/figure&gt;
&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-path-to-node=&quot;7&quot; data-ke-size=&quot;size16&quot;&gt;pgAdmin의 &lt;b data-index-in-node=&quot;18&quot; data-path-to-node=&quot;7&quot;&gt;Connection&lt;/b&gt; 설정 목록&lt;/p&gt;
&lt;ul style=&quot;list-style-type: disc;&quot; data-path-to-node=&quot;8&quot; data-ke-list-type=&quot;disc&quot;&gt;
&lt;li&gt;&lt;b data-index-in-node=&quot;0&quot; data-path-to-node=&quot;8,0,0&quot;&gt;Host name/address:&lt;/b&gt; 127.0.0.1 (또는 localhost)&lt;/li&gt;
&lt;li&gt;&lt;b data-index-in-node=&quot;0&quot; data-path-to-node=&quot;8,1,0&quot;&gt;Port:&lt;/b&gt; (5432-&amp;gt;)&lt;b data-index-in-node=&quot;6&quot; data-path-to-node=&quot;8,1,0&quot;&gt;5433&lt;/b&gt; (방금 설정한 외부 노출 포트)&lt;/li&gt;
&lt;li&gt;&lt;b data-index-in-node=&quot;0&quot; data-path-to-node=&quot;8,2,0&quot;&gt;Maintenance database:&lt;/b&gt; postgres&lt;/li&gt;
&lt;li&gt;&lt;b data-index-in-node=&quot;0&quot; data-path-to-node=&quot;8,3,0&quot;&gt;Username:&lt;/b&gt; postgres&lt;/li&gt;
&lt;li&gt;&lt;b data-index-in-node=&quot;0&quot; data-path-to-node=&quot;8,4,0&quot;&gt;Password:&lt;/b&gt; postgres&lt;/li&gt;
&lt;/ul&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;그 와중에, pgvector-volumn을 생성해놓고 pgdata를 없애는 명령어를 입력함.(=&amp;gt; 이름 확인!!)&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;( =&amp;gt; &lt;span&gt;# 스크립트에서 사용 중인 정확한 볼륨 이름 삭제 (이게 핵심!)&lt;/span&gt;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;docker volume &lt;span&gt;rm&lt;/span&gt; pgvector&lt;span&gt;-volume)&lt;/span&gt;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;  시도해 본 방법들&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-path-to-node=&quot;10&quot; data-ke-size=&quot;size16&quot;&gt;&lt;b data-index-in-node=&quot;0&quot; data-path-to-node=&quot;10&quot;&gt;1) Docker 컨테이너 및 볼륨 초기화&lt;/b&gt; 기존 데이터베이스 설정이나 비밀번호가 남아있을까봐 컨테이너를 지우고 볼륨까지 완전히 삭제한 뒤 다시 생성해 봤습니다. (코드로도하고, docker desktop에서 직접 삭제도 함)&lt;/p&gt;
&lt;ul style=&quot;list-style-type: disc;&quot; data-path-to-node=&quot;11&quot; data-ke-list-type=&quot;disc&quot;&gt;
&lt;li&gt;docker rm -f pgvector&lt;/li&gt;
&lt;li&gt;docker volume rm pgvector-volume&amp;nbsp; (volumn 이름 맞추기)&lt;/li&gt;
&lt;/ul&gt;
&lt;p style=&quot;color: #333333; text-align: start;&quot; data-ke-size=&quot;size16&quot;&gt;```&lt;/p&gt;
&lt;p style=&quot;color: #333333; text-align: start;&quot; data-ke-size=&quot;size16&quot;&gt;# pgvector1.ps1 실행 =&amp;gt; powershell에서 ./pgvector1.ps1&lt;/p&gt;
&lt;p style=&quot;color: #333333; text-align: start;&quot; data-ke-size=&quot;size16&quot;&gt;#&amp;nbsp;1.&amp;nbsp;기존&amp;nbsp;컨테이너&amp;nbsp;및&amp;nbsp;볼륨&amp;nbsp;완전&amp;nbsp;삭제&amp;nbsp;(초기화)&lt;/p&gt;
&lt;p style=&quot;color: #333333; text-align: start;&quot; data-ke-size=&quot;size16&quot;&gt;&lt;span style=&quot;background-color: #282a2c; color: #e3e3e3; text-align: start;&quot;&gt;## 실행 중인 컨테이너 중지&lt;/span&gt; &lt;br /&gt;docker&amp;nbsp;stop&amp;nbsp;pgvector&lt;/p&gt;
&lt;p style=&quot;color: #333333; text-align: start;&quot; data-ke-size=&quot;size16&quot;&gt;&lt;span style=&quot;background-color: #282a2c; color: #e3e3e3; text-align: start;&quot;&gt;## 컨테이너 제거&lt;/span&gt; &lt;br /&gt;docker&amp;nbsp;rm&amp;nbsp;pgvector&lt;/p&gt;
&lt;p style=&quot;color: #333333; text-align: start;&quot; data-ke-size=&quot;size16&quot;&gt;&lt;span style=&quot;background-color: #282a2c; color: #e3e3e3; text-align: start;&quot;&gt;## 기존 볼륨 제거&lt;/span&gt; &lt;br /&gt;docker&amp;nbsp;volume&amp;nbsp;rm&amp;nbsp;pgvector-volume&lt;br /&gt;&lt;br /&gt;#&amp;nbsp;2. &lt;span style=&quot;background-color: #282a2c; color: #e3e3e3; text-align: start;&quot;&gt;## 컨테이너 생성&lt;/span&gt; 5433&amp;nbsp;포트로&amp;nbsp;새로&amp;nbsp;실행&lt;br /&gt;docker&amp;nbsp;run&amp;nbsp;`&lt;br /&gt;--name&amp;nbsp;pgvector&amp;nbsp;`&lt;br /&gt;-d&amp;nbsp;`&lt;br /&gt;-p&amp;nbsp;5433:5432&amp;nbsp;`&lt;br /&gt;-e&amp;nbsp;POSTGRES_USER=postgres&amp;nbsp;`&lt;br /&gt;-e&amp;nbsp;POSTGRES_PASSWORD=postgres&amp;nbsp;`&lt;br /&gt;-e&amp;nbsp;TZ=Asia/Seoul&amp;nbsp;`&lt;br /&gt;-v&amp;nbsp;pgvector-volume:/var/lib/postgresql/data&amp;nbsp;`&lt;br /&gt;pgvector/pgvector:pg17&amp;nbsp;`&lt;br /&gt;-c&amp;nbsp;max_connections=500&lt;/p&gt;
&lt;p style=&quot;color: #333333; text-align: start;&quot; data-ke-size=&quot;size16&quot;&gt;```&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-path-to-node=&quot;12&quot; data-ke-size=&quot;size16&quot;&gt;&lt;b data-index-in-node=&quot;0&quot; data-path-to-node=&quot;12&quot;&gt;2) Docker 포트 포워딩 변경 (5432 &amp;rarr; 5433)&lt;/b&gt; 기본 포트인 5432가 혹시 문제를 일으키나 싶어 외부 노출 포트를 5433으로 변경하여 컨테이너를 띄워봤습니다.&lt;/p&gt;
&lt;ul style=&quot;list-style-type: disc;&quot; data-path-to-node=&quot;13&quot; data-ke-list-type=&quot;disc&quot;&gt;
&lt;li&gt;-p 5433:5432 설정 적용&lt;/li&gt;
&lt;/ul&gt;
&lt;p data-path-to-node=&quot;14&quot; data-ke-size=&quot;size16&quot;&gt;&lt;b data-index-in-node=&quot;0&quot; data-path-to-node=&quot;14&quot;&gt;3) pgAdmin 접속 정보 수정&lt;/b&gt; 포트를 바꿨으니 pgAdmin의 Connection 설정에서도 Port를 5433으로 변경하며 접속을 시도했습니다.&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;h4 data-path-to-node=&quot;16&quot; data-ke-size=&quot;size20&quot;&gt;✅ &amp;lt;해결&amp;gt; 4) 백그라운드 로컬 서비스 중지 및 포트 정리&lt;/h4&gt;
&lt;p data-path-to-node=&quot;17&quot; data-ke-size=&quot;size16&quot;&gt;&lt;b data-index-in-node=&quot;0&quot; data-path-to-node=&quot;17&quot;&gt;결정적인 원인:&lt;/b&gt; 알고 보니 내 컴퓨터 백그라운드에 &lt;b data-index-in-node=&quot;28&quot; data-path-to-node=&quot;17&quot;&gt;로컬 설치판 PostgreSQL 16과 17 버전&lt;/b&gt;이 이미 각각의 포트(5432 등)에서 실행되고 있었습니다.&lt;/p&gt;
&lt;p data-path-to-node=&quot;18&quot; data-ke-size=&quot;size16&quot;&gt;Docker에서 5432를 열려고 해도, 이미 내 PC의 운영체제가 직접 실행 중인 PostgreSQL 서비스가 포트의 우선권을 꽉 잡고 있었던 것이죠. 이 때문에 pgAdmin은 Docker 컨테이너가 아닌 로컬의 PostgreSQL 서버에 접속하려다 비밀번호 오류를 냈던 것입니다.&lt;/p&gt;
&lt;p data-path-to-node=&quot;19&quot; data-ke-size=&quot;size16&quot;&gt;&lt;b data-index-in-node=&quot;0&quot; data-path-to-node=&quot;19&quot;&gt;해결 방법:&lt;/b&gt;&lt;/p&gt;
&lt;ol style=&quot;list-style-type: decimal;&quot; data-path-to-node=&quot;20&quot; data-ke-list-type=&quot;decimal&quot;&gt;
&lt;li&gt;Windows 서비스(services.msc) 창을 엽니다.&lt;/li&gt;
&lt;li&gt;실행 중인 postgresql-x64-16(port 5432), postgresql-x64-17(port 5433) 서비스를 찾아 &lt;b data-index-in-node=&quot;51&quot; data-path-to-node=&quot;20,1,0&quot;&gt;[중지]&lt;/b&gt; 시킵니다.&lt;/li&gt;
&lt;li&gt;Docker 컨테이너를 다시 실행하니 드디어 정상적으로 연결 성공!&lt;/li&gt;
&lt;/ol&gt;
&lt;h4 data-path-to-node=&quot;22&quot; data-ke-size=&quot;size20&quot;&gt;&amp;nbsp;&lt;/h4&gt;
&lt;h4 data-path-to-node=&quot;22&quot; data-ke-size=&quot;size20&quot;&gt;  마치며&lt;/h4&gt;
&lt;p data-path-to-node=&quot;23&quot; data-ke-size=&quot;size16&quot;&gt;아.. 진짜 힘들었다...   Docker 설정(컨테이너, 이미지, 볼륨)과 비밀번호 공백 추가(shell script 공백때문에..), port 번호만 계속 만졌는데, 범인은 등 잔 밑(내 로컬 서비스)에 있었네요. 혹시 저처럼 pgvector나 postgres를 Docker로 띄우는데 접속 오류가 난다면 꼭 &lt;b data-index-in-node=&quot;118&quot; data-path-to-node=&quot;23&quot;&gt;로컬에 설치된 DB 서비스가 돌고 있지는 않은지&lt;/b&gt; 먼저 확인해 보세요!&lt;/p&gt;</description>
      <category>개발 관련/ERROR</category>
      <author>쩨나</author>
      <guid isPermaLink="true">https://zena1010.tistory.com/144</guid>
      <comments>https://zena1010.tistory.com/144#entry144comment</comments>
      <pubDate>Sat, 28 Mar 2026 14:58:55 +0900</pubDate>
    </item>
    <item>
      <title>[Pytorch] 01. Tutorial 01</title>
      <link>https://zena1010.tistory.com/138</link>
      <description>&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&lt;a href=&quot;https://velog.io/@ttogle918/Pytorch-01.-Tutorial-01&quot; target=&quot;_blank&quot; rel=&quot;noopener&amp;nbsp;noreferrer&quot;&gt;https://velog.io/@ttogle918/Pytorch-01.-Tutorial-01&lt;/a&gt;&lt;/p&gt;
&lt;figure id=&quot;og_1767774354447&quot; contenteditable=&quot;false&quot; data-ke-type=&quot;opengraph&quot; data-ke-align=&quot;alignCenter&quot; data-og-type=&quot;article&quot; data-og-title=&quot;[Pytorch] 01. Tutorial 01&quot; data-og-description=&quot;Tensor Tensor(텐서) : array(배열)이나 matrix(행렬)과 매우 유사한 자료구조 Numpy의 ndarray와 유사 Tensor는 GPU나 다른 HW 가속기에서 실행할 수 있다. Automatic differentiation ( 자동 미분 )에 최적화 되어있음 &quot; data-og-host=&quot;velog.io&quot; data-og-source-url=&quot;https://velog.io/@ttogle918/Pytorch-01.-Tutorial-01&quot; data-og-url=&quot;https://velog.io/@ttogle918/Pytorch-01.-Tutorial-01&quot; data-og-image=&quot;https://scrap.kakaocdn.net/dn/cnKYzI/hyZRkQGyOg/XFTPqBvhkhpvpR3Qyqmzdk/img.png?width=950&amp;amp;height=500&amp;amp;face=0_0_950_500,https://scrap.kakaocdn.net/dn/r5Bxu/hyZRggrIbw/x6px7hNSJaekYZnEC9QQgK/img.png?width=348&amp;amp;height=717&amp;amp;face=0_0_348_717&quot;&gt;&lt;a href=&quot;https://velog.io/@ttogle918/Pytorch-01.-Tutorial-01&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; data-source-url=&quot;https://velog.io/@ttogle918/Pytorch-01.-Tutorial-01&quot;&gt;
&lt;div class=&quot;og-image&quot; style=&quot;background-image: url('https://scrap.kakaocdn.net/dn/cnKYzI/hyZRkQGyOg/XFTPqBvhkhpvpR3Qyqmzdk/img.png?width=950&amp;amp;height=500&amp;amp;face=0_0_950_500,https://scrap.kakaocdn.net/dn/r5Bxu/hyZRggrIbw/x6px7hNSJaekYZnEC9QQgK/img.png?width=348&amp;amp;height=717&amp;amp;face=0_0_348_717');&quot;&gt;&amp;nbsp;&lt;/div&gt;
&lt;div class=&quot;og-text&quot;&gt;
&lt;p class=&quot;og-title&quot; data-ke-size=&quot;size16&quot;&gt;[Pytorch] 01. Tutorial 01&lt;/p&gt;
&lt;p class=&quot;og-desc&quot; data-ke-size=&quot;size16&quot;&gt;Tensor Tensor(텐서) : array(배열)이나 matrix(행렬)과 매우 유사한 자료구조 Numpy의 ndarray와 유사 Tensor는 GPU나 다른 HW 가속기에서 실행할 수 있다. Automatic differentiation ( 자동 미분 )에 최적화 되어있음&lt;/p&gt;
&lt;p class=&quot;og-host&quot; data-ke-size=&quot;size16&quot;&gt;velog.io&lt;/p&gt;
&lt;/div&gt;
&lt;/a&gt;&lt;/figure&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;</description>
      <category>개발 관련</category>
      <category>pytorch</category>
      <category>Tutorial</category>
      <author>쩨나</author>
      <guid isPermaLink="true">https://zena1010.tistory.com/138</guid>
      <comments>https://zena1010.tistory.com/138#entry138comment</comments>
      <pubDate>Wed, 7 Jan 2026 17:26:25 +0900</pubDate>
    </item>
    <item>
      <title>220720) BERT-QA(Question-Answering, 질문-응답) task workflow</title>
      <link>https://zena1010.tistory.com/136</link>
      <description>&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&lt;a href=&quot;https://velog.io/@ttogle918/BERT-QA-%EC%A7%88%EB%AC%B8-%EC%9D%91%EB%8B%B5-task-workflow&quot; target=&quot;_blank&quot; rel=&quot;noopener&amp;nbsp;noreferrer&quot;&gt;https://velog.io/@ttogle918/BERT-QA-%EC%A7%88%EB%AC%B8-%EC%9D%91%EB%8B%B5-task-workflow&lt;/a&gt;&lt;/p&gt;
&lt;figure id=&quot;og_1767768771872&quot; contenteditable=&quot;false&quot; data-ke-type=&quot;opengraph&quot; data-ke-align=&quot;alignCenter&quot; data-og-type=&quot;article&quot; data-og-title=&quot;BERT-QA(Question-Answering, 질문-응답) task workflow&quot; data-og-description=&quot;소스코드 바로가기 task의 목표 : 주어진 질문에 대한 단락에서 답을 추출하는 것 input : 질문(Q)-단락(paragraph) 쌍(question-paragraph pair) Q : 면역 체계는 무엇입니까? paragraph : 면역 체계는 질병으로부&quot; data-og-host=&quot;velog.io&quot; data-og-source-url=&quot;https://velog.io/@ttogle918/BERT-QA-%EC%A7%88%EB%AC%B8-%EC%9D%91%EB%8B%B5-task-workflow&quot; data-og-url=&quot;https://velog.io/@ttogle918/BERT-QA-질문-응답-task-workflow&quot; data-og-image=&quot;https://scrap.kakaocdn.net/dn/bzb3sN/hyZQ3wdwSA/FlGv9Jdl63DmzPbSheVxI1/img.png?width=950&amp;amp;height=500&amp;amp;face=0_0_950_500,https://scrap.kakaocdn.net/dn/bsunby/hyZQXv2utI/ns5pWQqrJykc6CTFTpIqH0/img.png?width=1243&amp;amp;height=618&amp;amp;face=0_0_1243_618,https://scrap.kakaocdn.net/dn/c5MWpq/hyZQYBGCSk/fWZ3eixCgcqel7DMO2s210/img.png?width=348&amp;amp;height=717&amp;amp;face=0_0_348_717&quot;&gt;&lt;a href=&quot;https://velog.io/@ttogle918/BERT-QA-%EC%A7%88%EB%AC%B8-%EC%9D%91%EB%8B%B5-task-workflow&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; data-source-url=&quot;https://velog.io/@ttogle918/BERT-QA-%EC%A7%88%EB%AC%B8-%EC%9D%91%EB%8B%B5-task-workflow&quot;&gt;
&lt;div class=&quot;og-image&quot; style=&quot;background-image: url('https://scrap.kakaocdn.net/dn/bzb3sN/hyZQ3wdwSA/FlGv9Jdl63DmzPbSheVxI1/img.png?width=950&amp;amp;height=500&amp;amp;face=0_0_950_500,https://scrap.kakaocdn.net/dn/bsunby/hyZQXv2utI/ns5pWQqrJykc6CTFTpIqH0/img.png?width=1243&amp;amp;height=618&amp;amp;face=0_0_1243_618,https://scrap.kakaocdn.net/dn/c5MWpq/hyZQYBGCSk/fWZ3eixCgcqel7DMO2s210/img.png?width=348&amp;amp;height=717&amp;amp;face=0_0_348_717');&quot;&gt;&amp;nbsp;&lt;/div&gt;
&lt;div class=&quot;og-text&quot;&gt;
&lt;p class=&quot;og-title&quot; data-ke-size=&quot;size16&quot;&gt;BERT-QA(Question-Answering, 질문-응답) task workflow&lt;/p&gt;
&lt;p class=&quot;og-desc&quot; data-ke-size=&quot;size16&quot;&gt;소스코드 바로가기 task의 목표 : 주어진 질문에 대한 단락에서 답을 추출하는 것 input : 질문(Q)-단락(paragraph) 쌍(question-paragraph pair) Q : 면역 체계는 무엇입니까? paragraph : 면역 체계는 질병으로부&lt;/p&gt;
&lt;p class=&quot;og-host&quot; data-ke-size=&quot;size16&quot;&gt;velog.io&lt;/p&gt;
&lt;/div&gt;
&lt;/a&gt;&lt;/figure&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;</description>
      <author>쩨나</author>
      <guid isPermaLink="true">https://zena1010.tistory.com/136</guid>
      <comments>https://zena1010.tistory.com/136#entry136comment</comments>
      <pubDate>Wed, 7 Jan 2026 15:52:54 +0900</pubDate>
    </item>
    <item>
      <title>220627) GPT, ALBERT, RoBERTa 간단 특징</title>
      <link>https://zena1010.tistory.com/135</link>
      <description>&lt;p data-ke-size=&quot;size16&quot;&gt;&lt;a href=&quot;https://velog.io/@ttogle918/model-%EA%B0%84%EB%8B%A8%ED%8A%B9%EC%A7%95&quot; target=&quot;_blank&quot; rel=&quot;noopener&amp;nbsp;noreferrer&quot;&gt;https://velog.io/@ttogle918/model-%EA%B0%84%EB%8B%A8%ED%8A%B9%EC%A7%95&lt;/a&gt;&lt;/p&gt;
&lt;figure id=&quot;og_1767768746392&quot; contenteditable=&quot;false&quot; data-ke-type=&quot;opengraph&quot; data-ke-align=&quot;alignCenter&quot; data-og-type=&quot;article&quot; data-og-title=&quot;GPT, ALBERT, RoBERTa 간단 특징&quot; data-og-description=&quot;GPT, ALBERT, RoBERTa&quot; data-og-host=&quot;velog.io&quot; data-og-source-url=&quot;https://velog.io/@ttogle918/model-%EA%B0%84%EB%8B%A8%ED%8A%B9%EC%A7%95&quot; data-og-url=&quot;https://velog.io/@ttogle918/model-간단특징&quot; data-og-image=&quot;https://scrap.kakaocdn.net/dn/cy81zA/hyZQW4YfE5/k8GroKMNdMkvGibKMMPnhk/img.png?width=950&amp;amp;height=500&amp;amp;face=0_0_950_500,https://scrap.kakaocdn.net/dn/dhRWY6/hyZQZHoB0K/mzlLQAbGZ2q80SR03M5AD0/img.png?width=348&amp;amp;height=717&amp;amp;face=0_0_348_717&quot;&gt;&lt;a href=&quot;https://velog.io/@ttogle918/model-%EA%B0%84%EB%8B%A8%ED%8A%B9%EC%A7%95&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; data-source-url=&quot;https://velog.io/@ttogle918/model-%EA%B0%84%EB%8B%A8%ED%8A%B9%EC%A7%95&quot;&gt;
&lt;div class=&quot;og-image&quot; style=&quot;background-image: url('https://scrap.kakaocdn.net/dn/cy81zA/hyZQW4YfE5/k8GroKMNdMkvGibKMMPnhk/img.png?width=950&amp;amp;height=500&amp;amp;face=0_0_950_500,https://scrap.kakaocdn.net/dn/dhRWY6/hyZQZHoB0K/mzlLQAbGZ2q80SR03M5AD0/img.png?width=348&amp;amp;height=717&amp;amp;face=0_0_348_717');&quot;&gt;&amp;nbsp;&lt;/div&gt;
&lt;div class=&quot;og-text&quot;&gt;
&lt;p class=&quot;og-title&quot; data-ke-size=&quot;size16&quot;&gt;GPT, ALBERT, RoBERTa 간단 특징&lt;/p&gt;
&lt;p class=&quot;og-desc&quot; data-ke-size=&quot;size16&quot;&gt;GPT, ALBERT, RoBERTa&lt;/p&gt;
&lt;p class=&quot;og-host&quot; data-ke-size=&quot;size16&quot;&gt;velog.io&lt;/p&gt;
&lt;/div&gt;
&lt;/a&gt;&lt;/figure&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;</description>
      <author>쩨나</author>
      <guid isPermaLink="true">https://zena1010.tistory.com/135</guid>
      <comments>https://zena1010.tistory.com/135#entry135comment</comments>
      <pubDate>Wed, 7 Jan 2026 15:52:30 +0900</pubDate>
    </item>
    <item>
      <title>220627) Pretraining, Fine tuning, Transfer learning이란? + workflow</title>
      <link>https://zena1010.tistory.com/134</link>
      <description>&lt;p data-ke-size=&quot;size16&quot;&gt;&lt;/p&gt;</description>
      <category>AI/NLP 강의 정리</category>
      <author>쩨나</author>
      <guid isPermaLink="true">https://zena1010.tistory.com/134</guid>
      <comments>https://zena1010.tistory.com/134#entry134comment</comments>
      <pubDate>Wed, 7 Jan 2026 15:52:04 +0900</pubDate>
    </item>
    <item>
      <title>220511) Extractive Summarization ( CNN/DailyMail, MatchSum, BertSumExt )</title>
      <link>https://zena1010.tistory.com/133</link>
      <description>&lt;p data-ke-size=&quot;size16&quot;&gt;&lt;a href=&quot;https://velog.io/@ttogle918/Extractive-Summarization&quot; target=&quot;_blank&quot; rel=&quot;noopener&amp;nbsp;noreferrer&quot;&gt;https://velog.io/@ttogle918/Extractive-Summarization&lt;/a&gt;&lt;/p&gt;
&lt;figure id=&quot;og_1767768679205&quot; contenteditable=&quot;false&quot; data-ke-type=&quot;opengraph&quot; data-ke-align=&quot;alignCenter&quot; data-og-type=&quot;article&quot; data-og-title=&quot;Extractive Summarization ( CNN/DailyMail, MatchSum, BertSumExt )&quot; data-og-description=&quot;NLG : Extractive Summarization&quot; data-og-host=&quot;velog.io&quot; data-og-source-url=&quot;https://velog.io/@ttogle918/Extractive-Summarization&quot; data-og-url=&quot;https://velog.io/@ttogle918/Extractive-Summarization&quot; data-og-image=&quot;https://scrap.kakaocdn.net/dn/Pq2Rh/hyZRsnC3Hr/dPtqBaPesuyk03xkFPxbRk/img.png?width=950&amp;amp;height=500&amp;amp;face=0_0_950_500,https://scrap.kakaocdn.net/dn/cP1SEB/hyZRsOHPor/HnsrK3nygfgcWj2XxfrOXK/img.png?width=762&amp;amp;height=528&amp;amp;face=0_0_762_528,https://scrap.kakaocdn.net/dn/dfcGNV/hyZPPZqgZj/bzrtMAMUCHtRZmAdgRu2lK/img.png?width=348&amp;amp;height=717&amp;amp;face=0_0_348_717&quot;&gt;&lt;a href=&quot;https://velog.io/@ttogle918/Extractive-Summarization&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; data-source-url=&quot;https://velog.io/@ttogle918/Extractive-Summarization&quot;&gt;
&lt;div class=&quot;og-image&quot; style=&quot;background-image: url('https://scrap.kakaocdn.net/dn/Pq2Rh/hyZRsnC3Hr/dPtqBaPesuyk03xkFPxbRk/img.png?width=950&amp;amp;height=500&amp;amp;face=0_0_950_500,https://scrap.kakaocdn.net/dn/cP1SEB/hyZRsOHPor/HnsrK3nygfgcWj2XxfrOXK/img.png?width=762&amp;amp;height=528&amp;amp;face=0_0_762_528,https://scrap.kakaocdn.net/dn/dfcGNV/hyZPPZqgZj/bzrtMAMUCHtRZmAdgRu2lK/img.png?width=348&amp;amp;height=717&amp;amp;face=0_0_348_717');&quot;&gt;&amp;nbsp;&lt;/div&gt;
&lt;div class=&quot;og-text&quot;&gt;
&lt;p class=&quot;og-title&quot; data-ke-size=&quot;size16&quot;&gt;Extractive Summarization ( CNN/DailyMail, MatchSum, BertSumExt )&lt;/p&gt;
&lt;p class=&quot;og-desc&quot; data-ke-size=&quot;size16&quot;&gt;NLG : Extractive Summarization&lt;/p&gt;
&lt;p class=&quot;og-host&quot; data-ke-size=&quot;size16&quot;&gt;velog.io&lt;/p&gt;
&lt;/div&gt;
&lt;/a&gt;&lt;/figure&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;</description>
      <author>쩨나</author>
      <guid isPermaLink="true">https://zena1010.tistory.com/133</guid>
      <comments>https://zena1010.tistory.com/133#entry133comment</comments>
      <pubDate>Wed, 7 Jan 2026 15:51:32 +0900</pubDate>
    </item>
    <item>
      <title>220511) NLG 종류 : 축약, 확장, 재구성</title>
      <link>https://zena1010.tistory.com/132</link>
      <description>&lt;p data-ke-size=&quot;size16&quot;&gt;&lt;a href=&quot;https://velog.io/@ttogle918/NLG&quot; target=&quot;_blank&quot; rel=&quot;noopener&amp;nbsp;noreferrer&quot;&gt;https://velog.io/@ttogle918/NLG&lt;/a&gt;&lt;/p&gt;</description>
      <category>AI/NLP 강의 정리</category>
      <author>쩨나</author>
      <guid isPermaLink="true">https://zena1010.tistory.com/132</guid>
      <comments>https://zena1010.tistory.com/132#entry132comment</comments>
      <pubDate>Wed, 7 Jan 2026 15:51:07 +0900</pubDate>
    </item>
    <item>
      <title>220510) QA ( SQuAD1.1 / BERT, LUKE )</title>
      <link>https://zena1010.tistory.com/131</link>
      <description>&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;velog 포스팅 바로가기&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&lt;a href=&quot;https://velog.io/@ttogle918/QABERTLUKE&quot; target=&quot;_blank&quot; rel=&quot;noopener&amp;nbsp;noreferrer&quot;&gt;https://velog.io/@ttogle918/QABERTLUKE&lt;/a&gt;&lt;/p&gt;
&lt;figure id=&quot;og_1767768617551&quot; contenteditable=&quot;false&quot; data-ke-type=&quot;opengraph&quot; data-ke-align=&quot;alignCenter&quot; data-og-type=&quot;article&quot; data-og-title=&quot;QA ( SQuAD1.1 / BERT, LUKE )&quot; data-og-description=&quot;NLU &amp;gt; 자연어 이해 는 텍스트 분류, 자연어 추론 및 이야기 이해와 같은 다양한 작업을 포함하는 자연어 처리의 중요한 분야입니다. 자연어 이해로 지원되는 응용 프로그램은 질문 답변(QA)에서 자&quot; data-og-host=&quot;velog.io&quot; data-og-source-url=&quot;https://velog.io/@ttogle918/QABERTLUKE&quot; data-og-url=&quot;https://velog.io/@ttogle918/QABERTLUKE&quot; data-og-image=&quot;https://scrap.kakaocdn.net/dn/Pc9UW/hyZQ49Jx9f/ewd7dUZQp6yGZSxxwCOYa0/img.png?width=950&amp;amp;height=500&amp;amp;face=0_0_950_500,https://scrap.kakaocdn.net/dn/dAeEwU/hyZPFbo42c/PNrkzAwkCkI5wI1qrKJzNK/img.png?width=348&amp;amp;height=717&amp;amp;face=0_0_348_717&quot;&gt;&lt;a href=&quot;https://velog.io/@ttogle918/QABERTLUKE&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot; data-source-url=&quot;https://velog.io/@ttogle918/QABERTLUKE&quot;&gt;
&lt;div class=&quot;og-image&quot; style=&quot;background-image: url('https://scrap.kakaocdn.net/dn/Pc9UW/hyZQ49Jx9f/ewd7dUZQp6yGZSxxwCOYa0/img.png?width=950&amp;amp;height=500&amp;amp;face=0_0_950_500,https://scrap.kakaocdn.net/dn/dAeEwU/hyZPFbo42c/PNrkzAwkCkI5wI1qrKJzNK/img.png?width=348&amp;amp;height=717&amp;amp;face=0_0_348_717');&quot;&gt;&amp;nbsp;&lt;/div&gt;
&lt;div class=&quot;og-text&quot;&gt;
&lt;p class=&quot;og-title&quot; data-ke-size=&quot;size16&quot;&gt;QA ( SQuAD1.1 / BERT, LUKE )&lt;/p&gt;
&lt;p class=&quot;og-desc&quot; data-ke-size=&quot;size16&quot;&gt;NLU &amp;gt; 자연어 이해 는 텍스트 분류, 자연어 추론 및 이야기 이해와 같은 다양한 작업을 포함하는 자연어 처리의 중요한 분야입니다. 자연어 이해로 지원되는 응용 프로그램은 질문 답변(QA)에서 자&lt;/p&gt;
&lt;p class=&quot;og-host&quot; data-ke-size=&quot;size16&quot;&gt;velog.io&lt;/p&gt;
&lt;/div&gt;
&lt;/a&gt;&lt;/figure&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;</description>
      <author>쩨나</author>
      <guid isPermaLink="true">https://zena1010.tistory.com/131</guid>
      <comments>https://zena1010.tistory.com/131#entry131comment</comments>
      <pubDate>Wed, 7 Jan 2026 15:50:32 +0900</pubDate>
    </item>
    <item>
      <title>220510) NLU란?</title>
      <link>https://zena1010.tistory.com/130</link>
      <description>&lt;p data-ke-size=&quot;size16&quot;&gt;velog 포스팅 바로가기&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&lt;a href=&quot;https://velog.io/@ttogle918/NLU%EB%9E%80&quot; target=&quot;_blank&quot; rel=&quot;noopener&amp;nbsp;noreferrer&quot;&gt;https://velog.io/@ttogle918/NLU%EB%9E%80&lt;/a&gt;&lt;/p&gt;</description>
      <category>AI/NLP 강의 정리</category>
      <author>쩨나</author>
      <guid isPermaLink="true">https://zena1010.tistory.com/130</guid>
      <comments>https://zena1010.tistory.com/130#entry130comment</comments>
      <pubDate>Wed, 7 Jan 2026 15:47:23 +0900</pubDate>
    </item>
    <item>
      <title>220509) week1-1 NLI, Topic modeling, Text Generation</title>
      <link>https://zena1010.tistory.com/129</link>
      <description>&lt;p data-ke-size=&quot;size16&quot;&gt;velog 포스팅 바로가기&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&amp;nbsp;&lt;/p&gt;
&lt;p data-ke-size=&quot;size16&quot;&gt;&lt;a href=&quot;https://velog.io/@ttogle918/week1-1&quot; target=&quot;_blank&quot; rel=&quot;noopener&amp;nbsp;noreferrer&quot;&gt;https://velog.io/@ttogle918/week1-1&lt;/a&gt;&lt;/p&gt;</description>
      <category>AI/NLP 강의 정리</category>
      <author>쩨나</author>
      <guid isPermaLink="true">https://zena1010.tistory.com/129</guid>
      <comments>https://zena1010.tistory.com/129#entry129comment</comments>
      <pubDate>Wed, 7 Jan 2026 15:46:38 +0900</pubDate>
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