{"id":2493,"date":"2023-07-11T13:58:25","date_gmt":"2023-07-11T04:58:25","guid":{"rendered":"https:\/\/cs-tklab.na-inet.jp\/?p=2493"},"modified":"2023-07-11T16:23:44","modified_gmt":"2023-07-11T07:23:44","slug":"%e9%ab%98%e6%80%a7%e8%83%bd%e8%a8%88%e7%ae%97%e3%83%97%e3%83%ad%e3%82%b0%e3%83%a9%e3%83%9f%e3%83%b3%e3%82%b0","status":"publish","type":"post","link":"https:\/\/kd-tklab.na-inet.jp\/?p=2493","title":{"rendered":"\u9ad8\u6027\u80fd\u8a08\u7b97\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0"},"content":{"rendered":"\n

\u5e78\u8c37\u667a\u7d00<\/p>\n\n\n\n

\u7b2c\u4e00\u90e8\uff1aPython\u306b\u3088\u308b\u65b9\u7a0b\u5f0f\u6c42\u89e3\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/p>\n\n\n\n

\u300cPython\u6570\u5024\u8a08\u7b97\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u300d\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8<\/a><\/p>\n\n\n\n

    \n
  1. Python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u57fa\u790e<\/li>\n\n\n\n
  2. NumPy\u3068matplotlib<\/li>\n\n\n\n
  3. \u4ee3\u6570\u65b9\u7a0b\u5f0f\u3092\u89e3\u3044\u3066\u307f\u308b(1) 2\u6b21\u65b9\u7a0b\u5f0f\u307e\u3067<\/li>\n\n\n\n
  4. \u4ee3\u6570\u65b9\u7a0b\u5f0f\u3092\u89e3\u3044\u3066\u307f\u308b(2) n\u6b21\u65b9\u7a0b\u5f0f\u306f\u89e3\u3051\u308b\u304b\uff1f<\/li>\n\n\n\n
  5. \u975e\u7dda\u5f62\u65b9\u7a0b\u5f0f\u3092\u89e3\u3044\u3066\u307f\u308b(1) Newton\u6cd5\u3068SciPy.opt<\/li>\n\n\n\n
  6. \u9023\u7acb\u4e00\u6b21\u65b9\u7a0b\u5f0f\u3092\u89e3\u3044\u3066\u307f\u308b(1) \u5bc6\u884c\u5217\u306b\u5bfe\u3059\u308b\u76f4\u63a5\u6cd5<\/li>\n\n\n\n
  7. \u975e\u7dda\u5f62\u65b9\u7a0b\u5f0f\u3092\u89e3\u3044\u3066\u307f\u308b(2) Jacobi\u884c\u5217\u3068Newton\u6cd5<\/li>\n\n\n\n
  8. \u5e38\u5fae\u5206\u65b9\u7a0b\u5f0f\u3092\u89e3\u3044\u3066\u307f\u308b(1) \u521d\u671f\u5024\u554f\u984c<\/li>\n\n\n\n
  9. \u5e38\u5fae\u5206\u65b9\u7a0b\u5f0f\u3092\u89e3\u3044\u3066\u307f\u308b(2) \u5883\u754c\u5024\u554f\u984c<\/li>\n\n\n\n
  10. \u9023\u7acb\u4e00\u6b21\u65b9\u7a0b\u5f0f\u3092\u89e3\u3044\u3066\u307f\u308b(2) \u758e\u884c\u5217\u306b\u5bfe\u3059\u308b\u53cd\u5fa9\u6cd5<\/li>\n\n\n\n
  11. \u504f\u5fae\u5206\u65b9\u7a0b\u5f0f\u3092\u89e3\u3044\u3066\u307f\u308b(1) \u71b1\u65b9\u7a0b\u5f0f<\/li>\n\n\n\n
  12. \u504f\u5fae\u5206\u65b9\u7a0b\u5f0f\u3092\u89e3\u3044\u3066\u307f\u308b(2) Poisson\u65b9\u7a0b\u5f0f<\/li>\n\n\n\n
  13. \u6700\u7d42\u8ab2\u984c\uff1a\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c6\u30b9\u30c8\u3068\u9ad8\u6027\u80fd\u5316<\/li>\n<\/ol>\n\n\n\n

    \u7b2c\u4e8c\u90e8\uff1aC\/C++\u306b\u3088\u308b\u30b3\u30f3\u30bd\u30fc\u30eb\u7248\u9ad8\u6027\u80fd\u8a08\u7b97\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/p>\n\n\n\n

    \u300cLAPACK\/BLAS\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u300d\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8<\/a>
    \u300c\u591a\u500d\u9577\u7cbe\u5ea6\u6570\u5024\u8a08\u7b97\u300d\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8<\/a><\/p>\n\n\n\n

      \n
    1. \u9ad8\u6027\u80fd\u8a08\u7b97\u3068\u306f\uff1f\u3000\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306b\u304a\u3051\u308b\u300c\u6f14\u7b97\u300d<\/li>\n\n\n\n
    2. \u6d6e\u52d5\u5c0f\u6570\u70b9\u6f14\u7b97\uff1a\u4f4e\u7cbe\u5ea6\u304b\u3089\u9ad8\u7cbe\u5ea6\u307e\u3067<\/li>\n\n\n\n
    3. C\/C++\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u57fa\u790e\u3068\u9ad8\u901f\u5316\uff08\u4e26\u5217\u5316\uff09\u624b\u6cd5<\/li>\n\n\n\n
    4. LAPACK\/BLAS\u6f14\u7fd2(1) BLAS1, BLAS2, BLAS3<\/li>\n\n\n\n
    5. \u3079\u304d\u4e57\u6cd5\u3068OpenMP\u306b\u3088\u308b\u4e26\u5217\u5316<\/li>\n\n\n\n
    6. LAPACK\/BLAS\u6f14\u7fd2(2) \u9023\u7acb\u4e00\u6b21\u65b9\u7a0b\u5f0f<\/li>\n\n\n\n
    7. \u9006\u3079\u304d\u4e57\u6cd5<\/li>\n\n\n\n
    8. LAPACK\/BLAS\u6f14\u7fd2(3) \u6a19\u6e96\u56fa\u6709\u5024\u554f\u984c<\/li>\n\n\n\n
    9. \u591a\u500d\u9577\u7cbe\u5ea6\u6f14\u7b97: QD\u3068mpreal<\/li>\n\n\n\n
    10. MPLAPACK\/MPBLAS\u6f14\u7fd2\uff1a\u3079\u304d\u4e57\u6cd5\uff0c\u9006\u3079\u304d\u4e57\u6cd5\u306e\u591a\u500d\u9577\u7cbe\u5ea6\u5b9f\u88c5<\/li>\n\n\n\n
    11. \u6df7\u5408\u7cbe\u5ea6\u53cd\u5fa9\u6539\u826f\u6cd5\u306e\u5b9f\u88c5<\/li>\n\n\n\n
    12. BNCmatmul\u3068\u6df7\u5408\u7cbe\u5ea6\u53cd\u5fa9\u6539\u826f\u6cd5\u306e\u9ad8\u6027\u80fd\u5316<\/li>\n\n\n\n
    13. \u6700\u7d42\u8ab2\u984c\uff1a\u884c\u5217\u6307\u6570\u95a2\u6570exp(A)\u306e\u5b9f\u88c5<\/li>\n<\/ol>\n\n\n\n

      \u7b2c\u4e09\u90e8\uff1aWeb\u4e0a\u3067\u306eWASM+Node.js\u9ad8\u6027\u80fd\u8a08\u7b97\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3000\u3000<\/p>\n\n\n\n

        \n
      1. Web\u4e0a\u3067\u306eHPC\uff1a\u30b5\u30fc\u30d0\u30b5\u30a4\u30c9(Flask, PHP + C++)\u304b\u3089\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30b5\u30a4\u30c9(WASM)\u3078<\/li>\n\n\n\n
      2. Web\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u57fa\u790e(1): HTML, CSS, JavaScript<\/li>\n\n\n\n
      3. Web\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u57fa\u790e(2): DOM\u3068JavaScript<\/li>\n\n\n\n
      4. Node.js\u3068express\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/li>\n\n\n\n
      5. SQLite\u3068Node.js<\/li>\n\n\n\n
      6. WASM\u6f14\u7fd2(1) WASM\u3068JavaScript<\/li>\n\n\n\n
      7. WASM\u6f14\u7fd2(2) Emscripten\u958b\u767a\u74b0\u5883<\/li>\n\n\n\n
      8. LAPACK\/BLAS on Web\u6f14\u7fd2(1)<\/a>: \u3079\u304d\u4e57\u6cd5\u3068\u9006\u3079\u304d\u4e57\u6cd5<\/li>\n\n\n\n
      9. LAPACK\/BLAS on Web\u6f14\u7fd2(2): exp(A)\u306e\u5b9f\u88c5<\/li>\n\n\n\n
      10. GMP, MPFR on Web\u6f14\u7fd2<\/a><\/li>\n\n\n\n
      11. BNCmatmul on Web\u6f14\u7fd2(1) \u3079\u304d\u4e57\u6cd5\u3068\u9006\u3079\u304d\u4e57\u6cd5<\/li>\n\n\n\n
      12. BNCmatmul on Web\u6f14\u7fd2(2) \u6df7\u5408\u7cbe\u5ea6\u53cd\u5fa9\u6539\u826f\u6cd5<\/li>\n\n\n\n
      13. \u6700\u7d42\u8ab2\u984c\uff1a\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c6\u30b9\u30c8\u30c4\u30fc\u30eb\u306e\u4f5c\u6210<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"

        \u5e78\u8c37\u667a\u7d00 \u7b2c\u4e00\u90e8\uff1aPython\u306b\u3088\u308b\u65b9\u7a0b\u5f0f\u6c42\u89e3\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0 \u300cPython\u6570\u5024\u8a08\u7b97\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u300d\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8 \u7b2c\u4e8c\u90e8\uff1aC\/C++\u306b\u3088\u308b\u30b3\u30f3\u30bd\u30fc\u30eb\u7248\u9ad8\u6027\u80fd\u8a08\u7b97\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0 \u300cLAPACK\/BLAS\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u300d\u30b5 … <\/p>\n

        “\u9ad8\u6027\u80fd\u8a08\u7b97\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0” \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_crdt_document":"","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[7],"tags":[],"class_list":["post-2493","post","type-post","status-publish","format-standard","hentry","category-7"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p6Oxer-Ed","jetpack-related-posts":[{"id":2146,"url":"https:\/\/kd-tklab.na-inet.jp\/?p=2146","url_meta":{"origin":2493,"position":0},"title":"\u300c\u9023\u7acb\u4e00\u6b21\u65b9\u7a0b\u5f0f\u3092\u30ac\u30a6\u30b9\u306e\u6d88\u53bb\u6cd5\u3067\u89e3\u3051\u308b\u30a2\u30d7\u30ea\u300d\u30b3\u30e1\u30f3\u30c8","author":"T.Kouya","date":"2019\u5e746\u67087\u65e5","format":false,"excerpt":"\u3000\u4eca\u65e5\u306e\u300c\u5fdc\u7528\u7dda\u5f62\u4ee3\u6570\u300d\u3067\u30b3\u30e1\u30f3\u30c8\u3092\u6c42\u3081\u3089\u308c\u305f\u306e\u3067\uff0c\u3061\u3087\u3063\u3068\u89e6\u3063\u3066\u307f\u307e\u3057\u305f\u3002URL\u306f\u516c\u958b\u3057\u3066\u3044\u3044\u306e\u304b\u2026","rel":"","context":"\u30a8\u30c3\u30bb\u30a4","block_context":{"text":"\u30a8\u30c3\u30bb\u30a4","link":"https:\/\/kd-tklab.na-inet.jp\/?cat=7"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":586,"url":"https:\/\/kd-tklab.na-inet.jp\/?p=586","url_meta":{"origin":2493,"position":1},"title":"[\u6a21\u64ec\u8b1b\u7fa92] \u5927\u898f\u6a21\u8a08\u7b97\u3068CPU\uff06GPU","author":"T.Kouya","date":"2015\u5e749\u670829\u65e5","format":false,"excerpt":"\u3000\u3053\u308c\u306f\u6a21\u64ec\u8b1b\u7fa9\u300c\u6570\u5b66\u3068\u8a08\u7b97\u3000\uff5e\u7406\u8ad6\u3068\u5b9f\u8df5\uff5e\u300d\u306e\u7d9a\u304d\u306b\u306a\u308a\u307e\u3059\u3002\u307e\u305a\u305d\u3061\u3089\u3092\u8aad\u3093\u3067\u9802\u3044\u3066\u304b\u3089\uff0c\u3053\u3061\u3089\u2026","rel":"","context":"\u30a8\u30c3\u30bb\u30a4","block_context":{"text":"\u30a8\u30c3\u30bb\u30a4","link":"https:\/\/kd-tklab.na-inet.jp\/?cat=7"},"img":{"alt_text":"lu","src":"https:\/\/i0.wp.com\/cs-tklab.na-inet.jp\/blog\/wp-content\/uploads\/2015\/09\/lu-98x300.png?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":2275,"url":"https:\/\/kd-tklab.na-inet.jp\/?p=2275","url_meta":{"origin":2493,"position":2},"title":"\u5fdc\u7528\u7dda\u5f62\u4ee3\u6570\u3000\u7b2c7\u56de","author":"T.Kouya","date":"2020\u5e744\u670828\u65e5","format":false,"excerpt":"\u5fdc\u7528\u7dda\u5f62\u4ee3\u6570\u3000\u7b2c7\u56de\u3067\u3059\u3002\u9023\u7acb\u4e00\u6b21\u65b9\u7a0b\u5f0f\u3092\u30ac\u30b7\u30ac\u30b7MATLAB\u3067\u89e3\u304b\u305b\u3066\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c6\u30b9\u30c8\u3068\uff0c\u5f97\u3089\u308c\u2026","rel":"","context":"\u66f4\u65b0\u60c5\u5831","block_context":{"text":"\u66f4\u65b0\u60c5\u5831","link":"https:\/\/kd-tklab.na-inet.jp\/?cat=2"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":328,"url":"https:\/\/kd-tklab.na-inet.jp\/?p=328","url_meta":{"origin":2493,"position":3},"title":"\u6a21\u64ec\u8b1b\u7fa9\u300c\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306f\u3069\u3046\u3084\u3063\u3066\u8a08\u7b97\u3057\u3066\u3044\u308b\u306e\u304b\uff1f\u300d\uff08\u6539\u984c\u300c\u6570\u5b66\u3068\u8a08\u7b97\u3000\uff5e\u7406\u8ad6\u3068\u5b9f\u8df5\uff5e\u300d\uff09","author":"T.Kouya","date":"2016\u5e749\u67089\u65e5","format":false,"excerpt":"\u6982\u8981 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