µö·¯´× º´·Äó¸®¿Í GPU ÃÖÀûÈ
±³À°°úÁ¤AI ¾ÆÄ«µ¥¹Ìµö·¯´×
Àüü ±³À°ÀÏÁ¤
±³À°ÀÏÁ¤ |
½Åû¸¶°¨ÀÏ |
¼ö°½Åû |
±³À°Àå¼Ò |
±³À°ÀÏÁ¤ Á¶È¸°á°ú°¡ ¾ø½À´Ï´Ù. |
°úÁ¤°³¿ä
º» ±³À°°úÁ¤¿¡¼´Â µö·¯´×À» »ç¿ëÇÏ¿© ±â°èÇнÀ ¼öÇà ½Ã ´ÜÀÏ GPU/Node¸¦ »ç¿ë½Ã ¹ß»ýÇÏ´Â ¹®Á¦Á¡µé°ú À̸¦ ÇØ°áÇϱâ À§ÇØ Á¦¾ÈµÈ ´Ù¾çÇÑ ±â¹ýµéÀ» ÆÄ¾ÇÇÑ´Ù. ƯÈ÷ ÃÖ±Ù ³Î¸® »ç¿ëµÇ´Â µö·¯´× ¶óÀ̺귯¸®ÀÎ Tensorflow¿¡¼ Á¦°øµÇ´Â º´·Ä󸮿ë API¸¦ Ȱ¿ëÇÏ´Â ¹æ¹ýµé¿¡ ´ëÇÏ¿© ÇнÀ ¹× Á÷Á¢ ±¸ÇöÇØº»´Ù. ±× ¿Ü¿¡ µö·¯´×ÀÇ ¿¬»ê¼º´ÉÀ» Çâ»ó½Ã۱âÀ§ÇØ Á¦¾ÈµÈ ´Ù¾çÇÑ ½Ã½ºÅÛ È¯°æ¿¡ ´ëÇÏ¿© ÆÄ¾ÇÇϰí À̸¦ ½Ç¹«¿¡ Àû¿ëÇÏ´Â ¹æ¾ÈÀ» ½ÀµæÇÑ´Ù.
* ½Ç½Àȯ°æ : Linux, Ubuntu, TensorFlow
(½Ç½Àȯ°æµîÀ¸·Î ÀÎÇØ ƯÁ¤ ½Ç½À ÁøÇàÀÌ ºÒ°¡´ÉÇÒ °æ¿ì ½Ã¿¬ ¹× µ¿ÀÛ°á°ú ºÐ¼®À¸·Î ´ëüµÉ ¼ö ÀÖ½À´Ï´Ù.)
* Çʼö ¼±¼ö Áö½Ä : TensorFlow, C¾ð¾î, Python ±âº» °æÇèÀÚ
* °úÁ¤³À̵µ : Áß±Þ
ƯÀÌ»çÇ×
±³À°¸ñÀû
* È¿À²ÀûÀÎ µö·¯´× Ȱ¿ëÀ» À§ÇÑ GPU ÃÖÀûÈ
* ¾÷¹« ¹× ¿¬±¸¿¡ ÃÖÀûÈµÈ µö·¯´× Àû¿ë
±³À°´ë»ó
* µö·¯´× ¾Ë°í¸®Áò°ú ÄÚµå´Â ÀÌÇØÇÏÁö¸¸, µ¥ÀÌÅÍ/µµ¸ÞÀο¡ ÀûÇÕÇÑ ÇÔ¼ö/ÆÐŰÁö ±¸ÇöÇÏ°í ½ÍÀº ºÐ
* ÇÑÁ¤ÀûÀÎ ÄÄÇ»ÆÃ ¸®¼Ò½º È¿À²ÀûÀ¸·Î »ç¿ëÇϱâ À§ÇÑ °³¹ßÀÚ/±âȹÀÚ/°ü¸®ÀÚ
±³À°È¿°ú
* Tensorflow »ç¿ë ½Ã Multi-GPU/Node ¸¦ Ȱ¿ëÇÏ¿© ÇнÀÀ» ¼öÇà½Ãų ¼ö ÀÖÀ½
* GPUÀÇ ¼º´ÉÀúÇÏ ¿äÀÎÀ» ÆÄ¾ÇÇϰí À̸¦ ÇØ°áÇϱâ À§ÇÑ ´Ù¾çÇÑ ÃÖÀûÈ ¹æ¹ý Àû¿ë °¡´É
* µö·¯´×À» À§ÇØ Á¦¾ÈµÈ ´Ù¾çÇÑ HW½Ã½ºÅÛÀÇ Æ¯Â¡À» ÆÄ¾ÇÇÏ°í ¿ëµµ¿¡ ¸Â°Ô ½Ã½ºÅÛÀ» ±¸¼º
±³À°³»¿ë
±¸ºÐ | ¸ñÂ÷ | ¼¼ºÎ³»¿ë
| 1ÀÏÂ÷ | - Part 1 Overview
- Part 2 Multi-GPU on tensorflow | - Deep learning ±âÃÊ ¹× ½Ç½À (Tensorflow) - GPGPU»ç¿ë ȯ°æ¿¡¼ÀÇ Deep Learning - GPU ¼º´É ÀúÇÏ¿äÀÎ ¹× ÇØ°á ¹æ¾È - Deep learning º´·Ä ó¸® °³³ä - °ü·Ã ³í¹® ¼Ò°³
- Using GPU API on Tensorflow - Tensorflow¿¡¼ Multi-GPU »ç¿ë - Multi-GPU¸¦ »ç¿ë ½Ç½À
| 2ÀÏÂ÷ | - Part 3 Multi-Node Training
- Part 4 HPC for Distributed DeepLearning | - Distributed Tensorflow ±¸Á¶ - ºÐ»ê Node¿¡¼ÀÇ Distributed Tensorflow - Horovod¸¦ »ç¿ëÇÑ Tensorlfow
- ±â¼ú µ¿Çâ ¼Ò°³ - Deep Learning °¡¼Óȸ¦ À§ÇØ Á¦¾ÈµÈ HPC ½Ã½ºÅÛ ¼Ò°³ - °ü·Ã API¹× ³í¹® ¼Ò°³
|
|
÷ºÎÆÄÀÏ
[°úÁ¤¼Ò°³¼]_µö·¯´× º´·Äó¸®¿Í GPU ÃÖÀûÈ_2023.pdf



