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¿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.
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°ü·ÃÆÄÀÏ    TTAR-11.0083.pdf TTAR-11.0083.pdf
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µð¹ÙÀ̽º ±â¹Ý ÃÖÀûÈ­ ½Å°æ¸Á ÀÚµ¿»ý¼º ÇÁ·¹ÀÓ¿öÅ©(±â¼úº¸°í¼­) TTAR-11.0083 2023-11-02 Á¦Á¤ À¯È¿ ¾øÀ½ TTAR-11.0083.pdf