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Á¦°³Á¤ÀÏ 2023-12-06 ÃÑÆäÀÌÁö 13
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¿µ¹®Ç¥Áظí Requirements for Optimal Neural Network Model Recommendation for Mobile Devices
Çѱ۳»¿ë¿ä¾à »ç¿ëÀÚ°¡ °³¹ßÇÏ°íÀÚ ÇÏ´Â AI ÀÀ¿ë ÃÖÀûÀÎ ½Å°æ¸ÁÀ» ã±â À§Çؼ­´Â »ç¿ëÇÏ´Â µð¹ÙÀ̽º¿¡ ÃÖÀûÀ¸·Î µ¿ÀÛÇÏ´Â ½Å°æ¸ÁÀÌ ÇÊ¿äÇÏ´Ù. ÇÏÁö¸¸, ´Ù¾çÇÑ Á¶°Ç¿¡¼­ ½Å°æ¸Á »ý¼ºÀ» À§ÇÑ ÇнÀÀ» À§Çؼ­´Â ´ë±Ô¸ð µ¥ÀÌÅ;çÀ» »ç¿ëÇØ¾ß Çϸç, ½Å°æ¸ÁÀÇ º¹Àâµµ°¡ ³ô¾ÆÁü¿¡ µû¶ó ó¸®ÇØ¾ß ÇÏ´Â ÇнÀ ½Ã°£ÀÌ ¿À·¡ °É¸°´Ù. À̸¦ ÇؼÒÇϱâ À§Çؼ­ »ç¿ëÀÚ°¡ ¿øÇÏ´Â ÀΰøÁö´É ÀÀ¿ë°ú ÁÖ¾îÁø µð¹ÙÀ̽º Á¤º¸ ÀԷ»çÇ×À¸·Î ¹Ì¸® ½Å°æ¸ÁÀ» ¿¹ÃøÇÒ ¼ö ÀÖ°Ô µÇ¸é ÃÖÀûÀÇ ½Å°æ¸Á °³¹ß¿¡ µµ¿òÀÌ µÈ´Ù. À̸¦ À§Çؼ­ º» Ç¥ÁØ¿¡¼­´Â ¸ð¹ÙÀÏ µð¹ÙÀ̽º ȯ°æ¿¡¼­ ½Å°æ¸Á »ý¼ºÀ» ÇÒ °æ¿ì, ½Å°æ¸Á ÃÖÀû ÃßõÀ» À§ÇÑ »ç¿ëÀÚ ÀԷ»çÇ×°ú ½Å°æ¸Á ¸ðµ¨ Ãßõ ¿ä±¸»çÇ×À» »ìÆ캸°í, ´Ù¾çÇÑ ¸ð¹ÙÀÏ µð¹ÙÀ̽º¿¡ ÃÖÀûÀÇ ½Å°æ¸ÁÀ» ¼Õ½±°Ô »ý¼ºÇÒ ¼ö ÀÖ´Â ½Å°æ¸Á ¸ðµ¨ Ãßõ ¿ä±¸»çÇ×À» Á¤ÀÇÇÑ´Ù.
¿µ¹®³»¿ë¿ä¾à In order to find the optimal neural network for the AI application that the user wants to develop, a neural network that operates optimally for the device being used is required. However, in order to learn to generate a neural network under various conditions, a large amount of data must be used, and as the complexity of the neural network increases, it takes a long time to process. In order to solve this problem, it is helpful to develop an optimal neural network if the user can predict the neural network in advance with the desired artificial intelligence application and given device information. To this end, when creating a neural network in a mobile device environment, this standard examines user input for optimal neural network recommendation and requirements for neural network model recommendation, and requests for neural network model recommendation that can easily create optimal neural networks for various mobile devices.
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