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Ç¥ÁØÁ¾·ù | Á¤º¸Åë½Å±â¼úº¸°í¼(TTAR) | ||||||||||||||||
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Ç¥ÁعøÈ£ | TTAR-11.0083 | ±¸ Ç¥ÁعøÈ£ | |||||||||||||||
Á¦°³Á¤ÀÏ | 2023-11-02 | ÃÑ ÆäÀÌÁö | 23 | ||||||||||||||
ÇÑ±Û Ç¥Áظí | µð¹ÙÀ̽º ±â¹Ý ÃÖÀûÈ ½Å°æ¸Á ÀÚµ¿»ý¼º ÇÁ·¹ÀÓ¿öÅ©(±â¼úº¸°í¼) | ||||||||||||||||
¿µ¹® Ç¥Áظí | Framework for Automatic Generation of Device-based Optimized Neural Network(Technical Report) | ||||||||||||||||
ÇÑ±Û ³»¿ë¿ä¾à | ÀÌ ±â¼úº¸°í¼´Â »ç¿ëÀÚ°¡ ¿øÇÏ´Â µð¹ÙÀ̽º °ü·Ã Á¤º¸ ¹× ½Å°æ¸Á ÀÀ¿ë µî ÀÔ·Â ¿ä±¸»çÇ×À» »ç¿ëÀÚ°¡ ÀÔ·ÂÇϸé, µð¹ÙÀ̽º ȯ°æ°ú »ç¿ëÀÚ ¿ä±¸»çÇ׿¡ ¸Â°Ô ½Å°æ¸ÁÀ» ÀÚµ¿ »ý¼ºÇÏ´Â ÆÄÀÌÇÁ¶óÀÎ ±â¹Ý ÇÁ·¹ÀÓ¿öÅ©¿¡ ´ëÇÑ ±¸¼º¿ä¼Ò ¹× ÀÎÅÍÆäÀ̽º¸¦ ¼³°èÇϵµ·Ï ÇÑ´Ù. ÇÁ·¹ÀÓ¿öÅ©ÀÇ ±¸¼º¿ä¼Ò´Â ½Å°æ¸Á ÀÚµ¿»ý¼º, ½Å°æ¸Á žÀç, ÇÁ·¹ÀÓ¿öÅ© °ü¸®, ½Å°æ¸Á ¼Ò½ºÄÚµå °ü¸® ¹× »ç¿ëÀÚ ÀԷ°ú ½Å°æ¸Á ¸ðµ¨ Ãßõ µîÀÌ´Ù. | ||||||||||||||||
¿µ¹® ³»¿ë¿ä¾à | This technical report aims to design components and interfaces for a pipeline-based framework that automatically creates a neural network tailored to the device environment and user requirements when the user inputs input requirements such as device-related information and neural network application desired by the user. Components of the framework include automatic neural network generation, neural network loading, framework management, neural network source code management, and user input information and neural network model recommendation. | ||||||||||||||||
°ü·Ã IPR È®¾à¼ | Á¢¼öµÈ IPR È®¾à¼ ¾øÀ½ | ||||||||||||||||
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