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37 Reasons why your Neural Network is not working
The network had been training for the last 12 hours. It all looked good: the gradients were flowing and the loss was decreasing. But then came the predictions: all zeroes, all background, nothing detected. “What did I do wrong?†— I asked my computer, who didn’t answer. Where do you start checking if your model is outputting garbage (for example predicting the mean of all outputs, or it has really
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2. ⾃⼰紹介 •  åå‰: takano •  Twitter: @mtknnktm •  仕事: Webç³»ä¼æ¥ã®ãƒ‡ãƒ¼ã‚¿é–¢é€£ã‚ã‚Œã“ã‚Œ •  興味: 計算社会科å¦ãƒ»è¤‡é›‘ç³»ç§‘å¦ â€¢â€¯ ã‚‚ã‚も゠– Publications: https://sites.google.com/site/mtkn35699/ – Slide: http://www.slideshare.net/MasanoriTakano1 – Blog: http://mtkn.hatenablog.com/ 2 3. •  ãµã¨å›žå¸°åˆ†æžã—ãŸããªã£ãŸæ™‚ •  ãµã¨MCMCã—ãŸããªã£ãŸæ™‚ •  ãµã¨å‰å‡¦ç†ã—ãŸããªã£ãŸæ™‚ •  ãµã¨æ©Ÿæ¢°å¦ç¿’ã—ãŸããªã£ãŸæ™‚ •  ãµã¨é›†è¨ˆã—ãŸããªã£ãŸæ™‚ •  ãµã¨ç¤¾ä¼šç§‘å¦ã—ãŸããªã£ãŸæ™‚ ã§ã‚‚ iris ã¯ã‚‚ã†é£½ã㟠→ ãã‚“ãªã¨ãã®ãŸã‚ã«ã€ 誰ã§ã‚‚使ãˆã‚‹ãƒ‡ãƒ¼ã‚¿ã‚’ã”紹介 3 5. ãŠã‚‚ã—ã‚ã„ã¨æ€ã£ãŸ
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