{"width":"100%","published":"2024-05-03 17:45:18","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Fdaisuke20240310.hatenablog.com%2Fentry%2Fqat1\" title=\"\u91cf\u5b50\u5316\uff1a\u8ad6\u6587 Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference \u3092\u8aad\u3080\uff08\uff11\uff09 - \u571f\u65e5\u306e\u52c9\u5f37\u30ce\u30fc\u30c8\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","author_name":"daisuke20240310","height":"190","blog_url":"https://daisuke20240310.hatenablog.com/","provider_url":"https://hatena.blog","version":"1.0","type":"rich","title":"\u91cf\u5b50\u5316\uff1a\u8ad6\u6587 Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference \u3092\u8aad\u3080\uff08\uff11\uff09","url":"https://daisuke20240310.hatenablog.com/entry/qat1","provider_name":"Hatena Blog","blog_title":"\u571f\u65e5\u306e\u52c9\u5f37\u30ce\u30fc\u30c8","categories":["AI","AI-\u91cf\u5b50\u5316"],"image_url":"https://cdn-ak.f.st-hatena.com/images/fotolife/d/daisuke20240310/20240507/20240507222836.png","author_url":"https://blog.hatena.ne.jp/daisuke20240310/","description":"\u4eca\u56de\u304b\u3089AI\u306e\u91cf\u5b50\u5316\u306b\u3064\u3044\u3066\u3001\u5b66\u3093\u3067\u3044\u3053\u3046\u3068\u601d\u3044\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u91cf\u5b50\u5316\u3059\u308b\u3053\u3068\u306b\u3088\u308b\u63a8\u8ad6\u306e\u9ad8\u901f\u5316\u306b\u3064\u3044\u3066\u8abf\u3079\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002 \u6700\u8fd1\u306eChatGPT\u306a\u3069\u306b\u4ee3\u8868\u3055\u308c\u308b\u300c\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u300d\u306e\u52d5\u5411\u3068\u3057\u3066\u3082\u3001\u91cf\u5b50\u5316\u304c\u6ce8\u76ee\u3055\u308c\u3066\u304d\u3066\u3044\u307e\u3059\u3002 \u91cf\u5b50\u5316\u306b\u3088\u3063\u3066\u3001\u4e00\u5b9a\u306e\u7cbe\u5ea6\u52a3\u5316\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u30e2\u30c7\u30eb\u3092\u5c0f\u3055\u304f\u3057\u305f\u308a\u3001\u63a8\u8ad6\u901f\u5ea6\u3092\u6539\u5584\u3057\u305f\u308a\u3067\u304d\u308b\u3053\u3068\u304b\u3089\u3001\u30a8\u30c3\u30b8\u30c7\u30d0\u30a4\u30b9\u3067\u63a8\u8ad6\u3059\u308b\u969b\u306b\u3001\u3088\u304f\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002 \u6700\u8fd1\u3001\u30b9\u30de\u30db\u306bLLM\u3092\u642d\u8f09\u3057\u305f\u3068\u3044\u3046\u30cb\u30e5\u30fc\u30b9\u304c\u51fa\u3066\u307e\u3057\u305f\u3002 AI\u306e\u91cf\u5b50\u5316\u3067\u306f\u3001\u5927\u304d\u304f\u5206\u3051\u3066\u3001PTQ\uff08Post Training Quantization\uff09\u3068\u547c\u3070\u308c\u308b\u300c\u5b66\u7fd2\u5f8c\u306e\u91cf\u5b50\u5316\u300d\u3068\u3001QAT\uff08Qu\u2026"}