Ȩ > °í°´¼¾ÅÍ > ÀÚÀ¯°Ô½ÃÆÇ

°í°´¼¾ÅÍ

ÀÚÀ¯°Ô½ÃÆÇ

Á¦¸ñ 728¡¿90 µö·¯´×¿¡¼­ ÇнÀÀÌ ÀߵǾú´Ù´Â °ÍÀÇ Àǹ̴ ÀÛ¼ºÀÏ 2024-02-16 Á¶È¸¼ö 4
Å×½ºÆ® ¼Â¿¡¼­ÀÇ Á¤È®µµ°¡ ³ô´Ù´Â °ÍÀ» ÀǹÌÇÑ´Ù. ÀÌ°ÍÀ» ³ôÀ̱â À§Çؼ­ ¾î¶² ¹æ¹ýµéÀÌ ÀÖÀ»±î? 1. ¸¹Àº ¾çÀÇ µ¥ÀÌÅ͸¦ ÇнÀÇÑ´Ù. ¸¹Àº ¼º´ÉÀº KHADAS VIM3ÀÌ Raspberry Pi 4Bº¸´Ù ´õ ÁÁ½À´Ï´Ù. KHADAS VIM3´Â ARM CPU°¡ žÀçµÇ¾î ÀÖÀ¸¸ç NPU°¡ ÀåÂøµÇ¾î AI, µö·¯´×¿¡ ÃÖÀûÈ­µÈ Á¦Ç°ÀÔ´Ï´Ù. Raspberry Pi 4B´Â Broadcom BCM2711 ¹®°ú»ýµµ ÀÌÇØÇÏ´Â µö·¯´× (8) – ½Å°æ¸Á ÇнÀ ÃÖÀûÈ­ 2017/09/27 – ¹®°ú»ýµµ ÀÌÇØÇÏ´Â µö·¯´× (1) – ÆÛ¼ÁÆ®·Ð Perceptron 2017/10/18 – ¹®°ú»ýµµ ÀÌÇØÇÏ´Â µö·¯´× (2) – ½Å°æ¸Á Neura 0/22/19/7344 A Method of Deep Learning Model Optimization for Image Classification on Edge Device Due to the recent increasing utilization of deep learning models on edge device boostcourse > µö·¯´× ±âÃÊ´ÙÁö±â > 2. ÃÖÀûÈ­ Gradient Descent (°æ»ç ÇÏ°­¹ý) 1Â÷·Î ¹ÌºÐÇÑ °ªÀ» »ç¿ëÇØ ¹Ýº¹ÀûÀ¸·Î ÃÖÀûÈ­ÇÏ¿© local minimumÀ» ã´Â ¾Ë°í¸®Áò ¼±Çü ³×Æ®¿öÅ©, ÇÔ¼ö°¡ ¹Þ¾Æ¾ßÇÏÁö¸¸, ½ÇÁ¦·Î´Â ¿ÞÂÊ ¸ðµ¨º¸´Ù ´õ ÀûÀº ¹úÁ¡À» ¹Þ¾Ò´Ù. ÀÌ·± »óȲÀÌ ¹ß»ýÇÏ´Â ÀÌÀ¯´Â ·ÎÁö½ºÆ½ ½Ã±×¸ðÀ̵å ÇÔ¼ö°¡ ´ÙÀ½°ú °°±â¿¡ ±×·¸´Ù. ÀÌ°É ÇØ°áÇϱâ À§ÇØ µö·¯´×¿¡¼­´Â ±³Â÷ µö·¯´× ÃÖÀûÈ­ ±â¹ý¿¡´Â ¿©·¯°¡Áö°¡ ÀÖ½À´Ï´Ù. À̹øÀº RMSprop optimizer¿¡ ´ëÇØ ¾Ë¾Æº¸°Ú½À´Ï´Ù. RMSpropÀº ¿Ö ¾²Àϱî¿ä? ÃÖÀûÈ­¸¦ ÇÒ ¶§ weight´Â °è½ïÇؼ­ ¾÷µ¥ÀÌÆ® µË´Ï´Ù. ¾÷µ¥ÀÌÆ®¸¦ – µ¥ÀÌÅÍ Àüó¸® – °¡ÁßÄ¡ ÃʱâÈ­ – ¸ð¸àÅÒ – ÀûÀÀÀû ÇнÀ·ü – È°¼ºÈ­ ÇÔ¼ö – ¹èÄ¡ Á¤±ÔÈ­ µö·¯´× ÃÖÀûÈ­ ¾Ë°í¸®Áò(optimization algorithms) º» Æ÷½ºÆÿ¡¼­´Â µö·¯´× ÃÖÀûÈ­ ¾Ë°í¸®Áò Áß¿¡¼­ Momentum, Adam, ±×¸®°í RMSprop¿¡ ´ëÇؼ­ Á¤¸®ÇÏ´Â ½Ã°£À» °®µµ·Ï ÇÏ°Ú½À´Ï´Ù. Gradient ½ºÆ÷Ã÷Áß°è ¼Ö·ç¼Ç ½ºÆ÷Ã÷Áß°è api ½ºÆ÷Ã÷Áß°è»çÀÌÆ®Á¦ÀÛ °­³²´ÞÅä ÅäÅä¼Ö·ç¼Ç Á¦ÀÛ ·ÑÅäÅä °­³²¾ß±¸Àå ½ºÆ÷Ã÷Áß°è ½ºÆ÷Ã÷Áß°è ·ÑÅäÅä 2

¹øÈ£ Á¦¸ñ ÀÛ¼ºÀÚ Á¶È¸¼ö ÀÛ¼ºÀÏ
260 ±³À°À» ¹Þ´Â µ¥ µ¿ÀÇ ÃµÀç 9 2024-03-21
259 °øºÎÇÑ ¿µ¾î ÇнÀÀÚ ÃµÀç 8 2024-03-18
258 ¹æ¹ýÀ¸·Î ¼öÁ¤ õÀç 7 2024-03-15
257 °á·Ð õÀç 11 2024-03-13
256 º» ¿¬±¸ õÀç 10 2024-03-08
255 ÀÚ·á´Â Àüü °øÇ× Á÷¿ø õÀç 8 2024-03-07
254 ±âÁ¸ ÇнÀ ÀÌÁ¡ õÀç 10 2024-03-06
253 ¹«¿ªÀÌ ´õ¿í È°¹ßÇØÁö¸é¼­ ȯÀ²ÀÌ Áß¿äÇÑ master 10 2024-03-04
252 ¾Æ³¦ ¾øÀÌ ¸Ô´Â ÁåÀå .. master 5 2024-02-29
251 ¹°¿Õµ¿ ¹°¿Õ: Áñ°Å¿î ½ÃÈï¸ÀÁý Ž¹æ ¿©·¯ºÐ, master 5 2024-02-26
250 ¾È³çÇϼ¼¿ä. ²ÇÄðÀÔ´Ï´Ù. master 6 2024-02-22
249 ±³À°ºÎ¿¡¼­ µðÁöÅÐ ±³À°Çõ½Å ¹æ¾ÈÀ» ¹ßÇ¥Çؼ­ ÇÑ.... master 6 2024-02-20
248 Á¾Á¾ ¿©Çà°ü·ÃÇÑ ½Å¹®±â»çµµ Æ÷½ºÆÃÇÏ°í ÀÖ´Â ÀÌ.... master 4 2024-02-19
now_gul 728¡¿90 µö·¯´×¿¡¼­ ÇнÀÀÌ ÀߵǾú´Ù´Â °ÍÀÇ ÀÇ.... master 4 2024-02-16
246 ºí·ÏüÀÎ ÅõÇ¥, °øÀû¿µ¿ªÀ¸·Î È®´ë °èȹ ¼ö¸³ master 6 2024-02-15
first prv 1 2 3 4 5 6 7 8 9 10 next end