{"id":3020,"date":"2024-03-13T18:06:52","date_gmt":"2024-03-13T09:06:52","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/torch%e3%81%a7%e6%ac%a0%e6%90%8d%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e5%87%a6%e7%90%86%e3%81%97%e3%81%be%e3%81%99%e3%81%8b%ef%bc%9f\/"},"modified":"2025-08-02T11:02:31","modified_gmt":"2025-08-02T02:02:31","slug":"torch%e3%81%a7%e6%ac%a0%e6%90%8d%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e5%87%a6%e7%90%86%e3%81%97%e3%81%be%e3%81%99%e3%81%8b%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/torch%e3%81%a7%e6%ac%a0%e6%90%8d%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e5%87%a6%e7%90%86%e3%81%97%e3%81%be%e3%81%99%e3%81%8b%ef%bc%9f\/","title":{"rendered":"Torch\u3067\u6b20\u640d\u30c7\u30fc\u30bf\u3092\u3069\u306e\u3088\u3046\u306b\u51e6\u7406\u3057\u307e\u3059\u304b\uff1f"},"content":{"rendered":"

Torch\u3067\u6b20\u640d\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u65b9\u6cd5\u306f\u3055\u307e\u3056\u307e\u3067\u3059\u304c\u3001\u4ee5\u4e0b\u306f\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u306e\u3044\u304f\u3064\u304b\u3067\u3059\uff1a<\/p>\n

    \n
  1. \u6b20\u640d\u30c7\u30fc\u30bf\u3092\u524a\u9664\u3059\u308b\u306b\u306f\u3001torch.masked_select()\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u6b20\u640d\u30c7\u30fc\u30bf\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3057\u3001\u6b20\u640d\u3057\u3066\u3044\u306a\u3044\u30c7\u30fc\u30bf\u306e\u307f\u3092\u4fdd\u6301\u3057\u307e\u3059\u3002\u4f8b\uff1a<\/li>\n<\/ol>\n
    data = torch.tensor([1<\/span>, 2<\/span>, float<\/span>('nan'<\/span>), 4<\/span>, float<\/span>('nan'<\/span>)])\r\nmask = torch.isnan(data)\r\nfiltered_data = torch.masked_select(data, ~mask)\r\nprint<\/span>(filtered_data)\r\n<\/code><\/pre>\n
      \n
    1. \u6b20\u640d\u30c7\u30fc\u30bf\u306e\u7f6e\u304d\u63db\u3048\uff1atorch.where\uff08\uff09\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u6b20\u640d\u30c7\u30fc\u30bf\u3092\u6307\u5b9a\u3057\u305f\u5024\u3067\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\uff1a<\/li>\n<\/ol>\n
      data = torch.tensor([1<\/span>, 2<\/span>, float<\/span>('nan'<\/span>), 4<\/span>, float<\/span>('nan'<\/span>)])\r\nmask = torch.isnan(data)\r\nfilled_data = torch.where(mask, torch.tensor(0<\/span>), data)\r\nprint<\/span>(filled_data)\r\n<\/code><\/pre>\n
        \n
      1. \u30c7\u30fc\u30bf\u4e0d\u8db3\u3092\u88dc\u5b8c\u3059\u308b\u305f\u3081\u306b\u88dc\u9593\u6cd5\u3092\u4f7f\u7528\u3059\u308b\uff1atorch.interp()\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u4e0d\u8db3\u3092\u88dc\u5b8c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\uff1a<\/li>\n<\/ol>\n
        data = torch.tensor([1<\/span>, 2<\/span>, float<\/span>('nan'<\/span>), 4<\/span>, float<\/span>('nan'<\/span>)])\r\nmask = torch.isnan(data)\r\nindices = torch.arange(len<\/span>(data))\r\ninterpolated_data = torch.interp(indices, indices[~mask], data[~mask])\r\nprint<\/span>(interpolated_data)\r\n<\/code><\/pre>\n
        \u5177\u4f53\u306e\u72b6\u6cc1\u306b\u5fdc\u3058\u3066\u3001\u9069\u5207\u306a\u65b9\u6cd5\u3067\u6b20\u640d\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
        Torch\u3067\u6b20\u640d\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u65b9\u6cd5\u306f\u3055\u307e\u3056\u307e\u3067\u3059\u304c\u3001\u4ee5\u4e0b\u306f\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u306e\u3044\u304f\u3064\u304b\u3067\u3059\uff1a \u6b20\u640d\u30c7\u30fc\u30bf\u3092\u524a\u9664\u3059\u308b\u306b\u306f\u3001torch.masked_select()\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u6b20\u640d\u30c7\u30fc\u30bf\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3057\u3001\u6b20\u640d\u3057\u3066\u3044\u306a\u3044\u30c7\u30fc […]<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[26,61],"class_list":["post-3020","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-26","tag-61"],"yoast_head":"\nTorch\u3067\u6b20\u640d\u30c7\u30fc\u30bf\u3092\u3069\u306e\u3088\u3046\u306b\u51e6\u7406\u3057\u307e\u3059\u304b\uff1f - 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