80と81のリビジョン間の差分

クラスタシステム構成

クラスタシステム構成

ハードウェア構成

分類	ホスト名	CPU	主記憶容量	理論演算性能	GPU	OS
窓口サーバ	xdev	4 vコア	8GB			CentOS7.7
コンテナレジストリサーバ	xregistry0～1	4 vコア	8GB			RHEL7.7
計算サーバ	xsnd00～14	Intel Xeon Gold 6132 (2.6 GHz) 14コア x2	192GB	2,328GFLOPS	NVIDIA Tesla V100 16G x2	RHEL7.7

xdevはxdev00～09のDNS共通サービス名であり、ラウンドロビンにてxdev00～09に割当られます．

ファイルシステム構成

ホーム領域	/home/数字/ユーザ名/	教育用Windows端末と同じホーム領域が利用できます．教育用Windows端末からは Z:\ として表示されます。
ワーク領域	/work/ユーザ名/	教育用Windows端末からは V:\ として表示されます。
ソフトウェア領域	/common/

キュー構成

名称	割当ノード	占有/共有	最大/標準ノード数	最大/標準CPU数	最大/標準メモリ使用量	最大/標準GPU数	経過時間上限	最大同時実行ジョブ数	備考
wSrchq	13	共有	1/1	16/1	160GiB/8GiB	0/0	336H	300	・研究利用登録ユーザのみ利用可能・インタラクティブ実行不可能
wLrchq	13	共有	13/1	364/1	2,496GiB/6GiB	0/0	336H	300	・研究利用登録ユーザのみ利用可能・インタラクティブ実行不可能
wEduq	15	共有	4/1	4/1	32GiB/6GiB	0/0	8H	300	・インタラクティブ実行可能（並列プログラムの教育クラス）
gSrchq	13	共有	1/1	16/4	160GiB/32GiB	2/1	336H	300	・研究利用登録ユーザのみ利用可能・インタラクティブ実行不可能
gLrchq	13	共有	13/1	364/1	2,496GiB/6GiB	26/1	336H	300	・研究利用登録ユーザのみ利用可能・インタラクティブ実行不可能
gEduq	15	共有	2/1	4/1	32GiB/6GiB	2/1	8H	300	・インタラクティブ実行可能（GPU利用プログラムの開発クラス）

{w,g}Eduqはxsnd00～14に、{w,g}Srchqと{w,g}Lrchqはxsnd02～14に割当られます．

コンパイラ

コンパイラ	バージョン	インストールディレクトリ
Intel	2022.0.0	/common/intel-2022
Intel	19.0.4.243	/opt/intel
GNU	4.8.5	/usr/bin/gcc
GNU	7.3.1	/opt/rh/devtoolset-7/root/bin/gcc

メッセージ通信ライブラリ（MPI）

ライブラリ	バージョン	インストールディレクトリ
Intel MPI	2021.5.1	/common/intel-2022/mpi/2021.5.1
Intel MPI	19.0.4.243	/opt/intel/impi/2019.4.243
OpenMPI	4.0.1	/common/openmpi-4.0.1

数値計算ライブラリ

ライブラリ	バージョン	リンク可能なコンパイラ
Intel Math Kernel Library	2022.0.2	Intelコンパイラ
Intel Math Kernel Library	19.0.4.243	Intelコンパイラ

Dockerコンテナ

コンテナには科学計算用コンテナと深層学習用コンテナを用意しています．科学計算用コンテナでは，コンパイルやプログラム実行，研究用アプリの実行に利用します．深層学習用コンテナにはNGC(NVIDIA GPU Cloud)コンテナが利用可能です．

科学計算用コンテナ名称	ソフトウェア名称	バージョン
prg-env:2019.10.03	Intel Parallel Studio	19.0.4.243
	Intel MPI Library	19.0.4.243
	Intel Math Kernel Library	19.0.4.243
	Python	3.7.4
	Perl	5.30.0
	Ruby	2.6.4

深層学習用コンテナは「NVIDIA GPU Cloudコンテナの実行方法」を参照ください．
コンテナは適宜バージョンアップアップされます．showimagesコマンドで表示される利用可能コンテナの一覧から最新のバージョン（例：prg-env:latest, mpi-env:latest）をご利用ください．

アプリケーション

窓口サーバ用アプリケーション

アプリケーション名称	バージョン	説明
エディタ
Emacs	24.3.1	テキストエディタ
プログラミング
Perl	5.16.3	プログラミング言語
Python	2.7.5	プログラミング言語
Ruby	2.0.0.648	プログラミング言語
開発環境
JDK	1.8.0_222	Java開発環境
技術処理
MATLAB	R2019a	数値計算ソフトウェア 2024年10月までご利用できません。
Webブラウザ
Google Chrome	76.0.3809.100	Webブラウザ
Mozilla firefox	60.2.2	Webブラウザ
ファイル変換
dvipdfmx	0.13.2c	日本語対応dvi to PDF 変換
ドキュメントビューワ
Evince	3.28.2	PDFビューワ
オフィスソフト
Libre Office	5.3.6.1	Officeソフトウェア
画像処理
ASCII Tex	3.1415926 (TeX Live 2013)	組版処理ソフトウェア
gnuplot	4.6.2	グラフ作成
tgif	4.2 (patchlevel 5)	作図ツール
inkscape	0.92.2	作図ツール
dia	0.97.3	ダイアグラム作成
Gimp	2.8.22	画像編集
Image Magick	6.7.8.9	画像表示/変換
インタプリンタ
Ghostscript	9.07	日本語対応Post Script処理系

研究用アプリケーション

アプリケーション名称	バージョン	説明	インストールディレクトリ
構造解析
ABAQUS	2023	汎用非線形有限要素解析プログラム	/common/Abaqus/2023
COMSOL Multiphysics	6.1	有限要素法を用いた汎用物理シミュレーションソフト	/common/comsol61
電磁界解析
ANSYS HFSS	19.r2	高周波3次元電磁界解析ソフトウェア	/common/ansys_hfss-19.r2
計算化学
Gaussian	16-C.01_avx2	量子化学計算ソフトウェア	/common/gaussian16-C.01_avx2
Materials Studio	2020	分子モデリング・シミュレーション	/common/BIOVIA/MaterialsStudio20.1

ANSYS HFSS, ABAQUS, COMSOL, Gaussian, Materials Studio の利用には研究利用の登録が必要です．
研究利用の申請方法は http://imc.tut.ac.jp/research/form を参照してください．

-  ⇤ ← 2024-02-02 10:52:09時点のリビジョン80 → 
  サイズ: 153677
  編集者: yi041
  コメント:
+   ← 2024-04-30 08:31:32時点のリビジョン81 → ⇥
  サイズ: 168707
  編集者: es006
  コメント:
-削除された箇所はこのように表示されます。
+追加された箇所はこのように表示されます。
 行 32:
-||<tablewidth="&quot" tablestyle="&quot; &amp; quot;  &amp; amp;  quot;   &amp; amp;  amp;   quot;    &amp; amp;  amp;   amp;    quot;     750px&amp; amp;  amp;   amp;    amp;     quot&amp; amp;  amp;   amp;    quot;     ;    &amp; amp;  amp;   amp;    amp;    quot&amp; amp;  amp;   amp;    quot&amp; amp;  amp;   quot;    ;   &amp; amp;  amp;   amp;   quot&amp; amp;  amp;   quot&amp; amp;  quot;   ;  &amp; amp;  amp;  quot&amp; amp;  quot&amp; quot;  ; &amp; amp; quot&amp; quot&quot; ;&amp;quot&quot">コンパイラ　　 ||バージョン　　 ||インストールディレクトリ　　　　　　　　　　 ||
+||<tablewidth="&quot" tablestyle="&quot; &amp; quot;  &amp; amp;  quot;   &amp; amp;  amp;   quot;    &amp; amp;  amp;   amp;    quot;     &amp; amp;  amp;   amp;    amp;     quot;      750px&amp; amp;  amp;   amp;    amp;     amp;      quot&amp; amp;  amp;   amp;    amp;     quot;      ;     &amp; amp;  amp;   amp;    amp;     amp;     quot&amp; amp;  amp;   amp;    amp;     quot&amp; amp;  amp;   amp;    quot;     ;    &amp; amp;  amp;   amp;    amp;    quot&amp; amp;  amp;   amp;    quot&amp; amp;  amp;   quot;    ;   &amp; amp;  amp;   amp;   quot&amp; amp;  amp;   quot&amp; amp;  quot;   ;  &amp; amp;  amp;  quot&amp; amp;  quot&amp; quot;  ; &amp; amp; quot&amp; quot&quot; ;&amp;quot&quot">コンパイラ　　 ||バージョン　　 ||インストールディレクトリ　　　　　　　　　　 ||
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-||<tablewidth="&quot" tablestyle="&quot; &amp; quot;  &amp; amp;  quot;   &amp; amp;  amp;   quot;    &amp; amp;  amp;   amp;    quot;     750px&amp; amp;  amp;   amp;    amp;     quot&amp; amp;  amp;   amp;    quot;     ;    &amp; amp;  amp;   amp;    amp;    quot&amp; amp;  amp;   amp;    quot&amp; amp;  amp;   quot;    ;   &amp; amp;  amp;   amp;   quot&amp; amp;  amp;   quot&amp; amp;  quot;   ;  &amp; amp;  amp;  quot&amp; amp;  quot&amp; quot;  ; &amp; amp; quot&amp; quot&quot; ;&amp;quot&quot">ライブラリ　　 ||バージョン　　 ||インストールディレクトリ　　　　　　　　　　 ||
+||<tablewidth="&quot" tablestyle="&quot; &amp; quot;  &amp; amp;  quot;   &amp; amp;  amp;   quot;    &amp; amp;  amp;   amp;    quot;     &amp; amp;  amp;   amp;    amp;     quot;      750px&amp; amp;  amp;   amp;    amp;     amp;      quot&amp; amp;  amp;   amp;    amp;     quot;      ;     &amp; amp;  amp;   amp;    amp;     amp;     quot&amp; amp;  amp;   amp;    amp;     quot&amp; amp;  amp;   amp;    quot;     ;    &amp; amp;  amp;   amp;    amp;    quot&amp; amp;  amp;   amp;    quot&amp; amp;  amp;   quot;    ;   &amp; amp;  amp;   amp;   quot&amp; amp;  amp;   quot&amp; amp;  quot;   ;  &amp; amp;  amp;  quot&amp; amp;  quot&amp; quot;  ; &amp; amp; quot&amp; quot&quot; ;&amp;quot&quot">ライブラリ　　 ||バージョン　　 ||インストールディレクトリ　　　　　　　　　　 ||
 行 47:
-||<tablewidth="&quot" tablestyle="750px&quot">ライブラリ　　　　　　　　　　 ||バージョン　　 ||リンク可能なコンパイラ　　 ||
+||<tablewidth="&quot" tablestyle="&quot; 750px&amp; quot&quot; ;&amp;quot&quot">ライブラリ　　　　　　　　　　 ||バージョン　　 ||リンク可能なコンパイラ　　 ||
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+||<style="&quot; &amp; quot;  &amp; amp;  quot;   &amp; amp;  amp;   quot;    &amp; amp;  amp;   amp;    quot;     &amp; amp;  amp;   amp;    amp;     quot;      &amp; amp;  amp;   amp;    amp;     amp;      quot;       &amp; amp;  amp;   amp;    amp;     amp;      amp;       quot;        &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        quot;         &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         quot;          &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          quot;           &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           quot;            &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            quot;             &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             quot; 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 行 71:
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amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               quot;               &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              quot;              &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             quot;             &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            quot;            &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           quot;           &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          quot;          &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         quot; 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 行 73:
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    amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               quot;               &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              quot;              &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             quot;             &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            quot;            &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           quot;           &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          quot;          &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         quot;         &amp; amp; 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+||||||<style="&quot; &amp; quot;  &amp; amp;  quot;   &amp; amp;  amp;   quot;    &amp; amp;  amp;   amp;    quot;     &amp; amp;  amp;   amp;    amp;     quot;      &amp; amp;  amp;   amp;    amp;     amp;      quot;       &amp; amp;  amp;   amp;    amp;     amp;      amp;       quot;        &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        quot;         &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         quot;          &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          quot;           &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           quot;            &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            quot;             &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             quot; 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   amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 amp;                  amp;                   quot;                   &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 amp;                  quot;                  &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 quot;                 &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                quot;                &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               quot;               &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              quot;              &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             quot;             &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            quot;            &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           quot;           &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          quot;          &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         quot;         &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        quot;        &amp; amp;  amp;   amp;    amp;     amp;      amp;       quot;       &amp; amp;  amp;   amp;    amp;     amp;      quot;      &amp; amp;  amp;   amp;    amp;     quot;     &amp; amp;  amp;   amp;    quot;    &amp; amp;  amp;   quot;   &amp; amp;  quot;  &amp; quot; &quot;">プログラミング ||
 行 77:
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      amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 amp;                  amp;                   quot;                   &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 amp;                  quot;                  &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 quot;                 &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                quot;                &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               quot;               &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              quot;              &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             quot;             &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            quot;            &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           quot;           &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          quot;          &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         quot;         &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        quot;        &amp; amp;  amp;   amp;    amp;     amp;      amp;       quot;       &amp; amp;  amp;   amp;    amp;     amp;      quot;      &amp; amp;  amp;   amp;    amp;     quot;     &amp; amp;  amp;   amp;    quot;    &amp; amp;  amp;   quot;   &amp; amp;  quot;  &amp; quot; &quot;">開発環境 ||
+||||||<style="&quot; &amp; quot;  &amp; amp;  quot;   &amp; amp;  amp;   quot;    &amp; amp;  amp;   amp;    quot;     &amp; amp;  amp;   amp;    amp;     quot;      &amp; amp;  amp;   amp;    amp;     amp;      quot;       &amp; amp;  amp;   amp;    amp;     amp;      amp;       quot;        &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        quot;         &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         quot;          &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          quot;           &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           quot;            &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            quot;             &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             quot; 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      amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 amp;                  amp;                   amp;                    amp;                     amp;                      quot;                      &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 amp;                  amp;                   amp;                    amp;                     quot;                     &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 amp;                  amp;                   amp;                    quot;                    &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 amp;                  amp;                   quot;                   &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 amp;                  quot;                  &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 quot;                 &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                quot;                &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               quot;               &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              quot;              &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             quot;             &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            quot;            &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           quot;           &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          quot;          &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         quot;         &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        quot;        &amp; amp;  amp;   amp;    amp;     amp;      amp;       quot;       &amp; amp;  amp;   amp;    amp;     amp;      quot;      &amp; amp;  amp;   amp;    amp;     quot;     &amp; amp;  amp;   amp;    quot;    &amp; amp;  amp;   quot;   &amp; amp;  quot;  &amp; quot; &quot;">開発環境 ||
 行 79:
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||MATLAB ||R2019a ||数値計算ソフトウェア ||
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||--(MATLAB )-- ||--(R2019a )-- ||--(数値計算ソフトウェア)-- 2024年10月までご利用できません。 ||
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amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               quot;               &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              quot;              &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             quot;             &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            quot;            &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           quot;           &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          quot;          &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         quot; 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 行 84:
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    amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               quot;               &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              quot;              &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             quot;             &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            quot;            &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           quot;           &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          quot;          &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         quot;         &amp; amp; 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+||||||<style="&quot; &amp; quot;  &amp; amp;  quot;   &amp; amp;  amp;   quot;    &amp; amp;  amp;   amp;    quot;     &amp; amp;  amp;   amp;    amp;     quot;      &amp; amp;  amp;   amp;    amp;     amp;      quot;       &amp; amp;  amp;   amp;    amp;     amp;      amp;       quot;        &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        quot;         &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         quot;          &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          quot;           &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           quot;            &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            quot;             &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             quot; 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                     amp;                       amp;                        amp;                         quot;                         &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 amp;                  amp;                   amp;                    amp;                     amp;                      amp;                       amp;                        quot;                        &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 amp;                  amp;                   amp;                    amp;                     amp;                      amp;                       quot;                       &amp; amp;  amp;   amp;    amp;     amp;      amp; 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   amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 amp;                  amp;                   quot;                   &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 amp;                  quot;                  &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 quot;                 &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                quot;                &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               quot;               &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              quot;              &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             quot;             &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            quot;            &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           quot;           &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          quot;          &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         quot;         &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        quot;        &amp; amp;  amp;   amp;    amp;     amp;      amp;       quot;       &amp; amp;  amp;   amp;    amp;     amp;      quot;      &amp; amp;  amp;   amp;    amp;     quot;     &amp; amp;  amp;   amp;    quot;    &amp; amp;  amp;   quot;   &amp; amp;  quot;  &amp; quot; &quot;">ファイル変換 ||
 行 86:
-||||||<style="&quot; &amp; quot;  &amp; amp;  quot;   &amp; amp;  amp;   quot;    &amp; amp;  amp;   amp;    quot;     &amp; amp;  amp;   amp;    amp;     quot;      &amp; amp;  amp;   amp;    amp;     amp;      quot;       &amp; amp;  amp;   amp;    amp;     amp;      amp;       quot;        &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        quot;         &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         quot;          &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          quot;           &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           quot;            &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            quot;             &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             quot; 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 行 88:
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amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               quot;               &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              quot;              &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             quot;             &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            quot;            &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           quot;           &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          quot;          &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         quot;         &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        quot;        &amp; amp;  amp;   amp;    amp;     amp;      amp;       quot;       &amp; amp;  amp;   amp;    amp;     amp;      quot;      &amp; amp;  amp;   amp;    amp;     quot;     &amp; amp;  amp;   amp;    quot;    &amp; amp;  amp;   quot;   &amp; amp;  quot;  &amp; quot; &quot;">オフィスソフト ||
 行 90:
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    amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               quot;               &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              quot;              &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             quot;             &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            quot;            &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           quot;           &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          quot;          &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         quot;         &amp; amp; 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   amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 amp;                  amp;                   quot;                   &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 amp;                  quot;                  &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 quot;                 &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                quot;                &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               quot;               &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              quot;              &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             quot;             &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            quot;            &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           quot;           &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          quot;          &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         quot;         &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        quot;        &amp; amp;  amp;   amp;    amp;     amp;      amp;       quot;       &amp; amp;  amp;   amp;    amp;     amp;      quot;      &amp; amp;  amp;   amp;    amp;     quot;     &amp; amp;  amp;   amp;    quot;    &amp; amp;  amp;   quot;   &amp; amp;  quot;  &amp; quot; &quot;">画像処理 ||
 行 98:
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        amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 amp;                  amp;                   amp;                    amp;                     amp;                      quot;                      &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 amp;                  amp;                   amp;                    amp;                     quot;                     &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 amp;                  amp;                   amp;                    quot;                    &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 amp;                  amp;                   quot;                   &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 amp;                  quot;                  &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                amp;                 quot;                 &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               amp;                quot;                &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               quot;               &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              quot;              &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             quot;             &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            quot;            &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           quot;           &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          quot;          &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         quot;         &amp; amp; 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 行 104:
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amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               quot;               &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              quot;              &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             quot;             &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            quot;            &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           quot;           &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          quot;          &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         quot; 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 行 107:
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    amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               quot;               &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              quot;              &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             quot;             &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            quot;            &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           quot;           &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          quot;          &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         quot;         &amp; amp; 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 行 109:
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    amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              amp;               quot;               &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             amp;              quot;              &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            amp;             quot;             &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           amp;            quot;            &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          amp;           quot;           &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         amp;          quot;          &amp; amp;  amp;   amp;    amp;     amp;      amp;       amp;        amp;         quot;         &amp; amp; 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