{"id":28254,"date":"2018-12-15T00:18:28","date_gmt":"2018-12-14T15:18:28","guid":{"rendered":"https:\/\/jirak.net\/wp\/ec2-p3dn-gpu-%ec%9d%b8%ec%8a%a4%ed%84%b4%ec%8a%a4-%ec%b6%9c%ec%8b%9c-%eb%b0%8f-p3-%ec%9d%b8%ec%8a%a4%ed%84%b4%ec%8a%a4-%ec%9a%94%ea%b8%88-%ec%9d%b8%ed%95%98-%ec%84%9c%ec%9a%b8-%eb%a6%ac%ec%a0%84\/"},"modified":"2018-12-17T00:34:21","modified_gmt":"2018-12-16T15:34:21","slug":"ec2-p3dn-gpu-%ec%9d%b8%ec%8a%a4%ed%84%b4%ec%8a%a4-%ec%b6%9c%ec%8b%9c-%eb%b0%8f-p3-%ec%9d%b8%ec%8a%a4%ed%84%b4%ec%8a%a4-%ec%9a%94%ea%b8%88-%ec%9d%b8%ed%95%98-%ec%84%9c%ec%9a%b8-%eb%a6%ac%ec%a0%84","status":"publish","type":"post","link":"https:\/\/jirak.net\/wp\/ec2-p3dn-gpu-%ec%9d%b8%ec%8a%a4%ed%84%b4%ec%8a%a4-%ec%b6%9c%ec%8b%9c-%eb%b0%8f-p3-%ec%9d%b8%ec%8a%a4%ed%84%b4%ec%8a%a4-%ec%9a%94%ea%b8%88-%ec%9d%b8%ed%95%98-%ec%84%9c%ec%9a%b8-%eb%a6%ac%ec%a0%84\/","title":{"rendered":"EC2 P3dn GPU \uc778\uc2a4\ud134\uc2a4  \ucd9c\uc2dc \ubc0f  P3 \uc778\uc2a4\ud134\uc2a4 \uc694\uae08 \uc778\ud558 (\uc11c\uc6b8 \ub9ac\uc804 \u2013 15%)"},"content":{"rendered":"<p>EC2 P3dn GPU \uc778\uc2a4\ud134\uc2a4  \ucd9c\uc2dc \ubc0f  P3 \uc778\uc2a4\ud134\uc2a4 \uc694\uae08 \uc778\ud558 (\uc11c\uc6b8 \ub9ac\uc804 \u2013 15%)<\/p>\n<p>\uc791\ub144 \ub9d0\uc5d0&nbsp; Amazon EC2 P3 \uc778\uc2a4\ud134\uc2a4\ub97c <a href=\"https:\/\/aws.amazon.com\/ko\/blogs\/korea\/new-amazon-ec2-instances-with-up-to-8-nvidia-tesla-v100-gpus-p3\/\">\uc18c\uac1c<\/a>\ud558\uace0, \ub300\uaddc\ubaa8 \ub525\ub7ec\ub2dd \uc2e0\uacbd\ub9dd\uc744 \uc704\ud55c \uae30\uacc4 \ud559\uc2b5 \ud6c8\ub828 \ubc0f \ucd94\ub860\uc744 \uac00\uc18d\ud654\ud558\ub3c4\ub85d \uc124\uacc4\ub41c \ud2b9\uc218 \ucef4\ud4e8\ud305 \uc720\ub2db\uc778 Tensor Core\uc758 \uac1c\ub150\uc5d0 \ub300\ud574 \uc124\uba85\ud574 \ub4dc\ub9b0 \ubc14 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ubbf8 \ub9ce\uc740 AWS \uace0\uac1d\uc758 \uc0ac\ub791\uc744 \ubc1b\uace0 \uc788\ub294 P3 \uc778\uc2a4\ud134\uc2a4\ub294 \uad11\ubc94\uc704\ud55c \uae30\uacc4 \ud559\uc2b5 \ubc0f \uace0\uc131\ub2a5 \ucef4\ud4e8\ud305(HPC) \uc6cc\ud06c\ub85c\ub4dc\ub97c \uc2e4\ud589\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, <a href=\"https:\/\/www.fast.ai\/\">fast.ai<\/a>\ub294 \ub2e8 40 USD\ub85c \ubc31\ub9cc \uac1c\uc758 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c <a href=\"https:\/\/github.com\/KaimingHe\/deep-residual-networks\">ResNet-50<\/a> \ub525 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\uc5ec <a href=\"https:\/\/aws.amazon.com\/blogs\/machine-learning\/new-speed-record-set-for-training-deep-learning-models-on-aws\/\">\ub525 \ub7ec\ub2dd \uc18d\ub3c4 \uc2e0\uae30\ub85d<\/a>\uc744 \ub2ec\uc131\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<h3><span style=\"text-decoration: underline\"><strong>EC2 P3dn \uc778\uc2a4\ud134\uc2a4 \ud0c0\uc785 \ucd9c\uc2dc <\/strong><\/span><\/h3>\n<p>\uc624\ub298 <strong>p3.16xlarge<\/strong> \uc778\uc2a4\ud134\uc2a4\ubcf4\ub2e4 2\ubc30\uc758 GPU \uba54\ubaa8\ub9ac\uc640 1.5\ubc30\uc758 vCPU\ub97c \uc81c\uacf5\ud558\ub294 <strong>p3dn.24xlarge<\/strong> \uc778\uc2a4\ud134\uc2a4\ub97c \ucd94\uac00\ud558\uc5ec P3 \uc81c\ud488\uc758 \uace0\uae09 \uc635\uc158\uc744 \ud655\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774 \uc778\uc2a4\ud134\uc2a4 \ud0c0\uc785\uc740 AWS Nitro \uc2dc\uc2a4\ud15c\uc744 \uae30\ubc18\uc73c\ub85c \uad6c\ucd95\ub41c 100Gbps \ub124\ud2b8\uc6cc\ud06c \ub300\uc5ed\ud3ed(\uc774\uc804 P3 \uc778\uc2a4\ud134\uc2a4 \ub300\ube44 \ucd5c\ub300 4\ubc30\uc758 \ub300\uc5ed\ud3ed), \ub85c\uceec NVMe \uc2a4\ud1a0\ub9ac\uc9c0, 32GB\uc758 GPU \uba54\ubaa8\ub9ac\ub97c \ud0d1\uc7ac\ud55c \ucd5c\uc2e0 NVIDIA <a href=\"https:\/\/www.nvidia.com\/en-us\/data-center\/tesla-v100\/\">V100 Tensor Core GPU<\/a>, \uace0\uc18d GPU \ub300 GPU \ud1b5\uc2e0\uc744 \uc704\ud55c <a href=\"https:\/\/www.nvidia.com\/en-us\/data-center\/nvlink\/\">NVIDIA NVLink<\/a>, AWS\uc5d0 \ub9de\ucda4\ud654\ub41c Intel<sup>&reg;<\/sup> Xeon<sup>&reg;<\/sup> Scalable(Skylake) \ud504\ub85c\uc138\uc11c(3.1GHz \uc9c0\uc18d \uc62c \ucf54\uc5b4 Turbo \uc2e4\ud589)\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc591\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<table style=\"border: 2px solid black;border-collapse: collapse;margin-left: auto;margin-right: auto\">\n<tbody>\n<tr style=\"border-bottom: 1px solid black;background-color: #e0e0e0\">\n<td style=\"border-right: 1px solid black;padding: 4px\"><strong>\ubaa8\ub378<\/strong><\/td>\n<td style=\"border-right: 1px solid black;padding: 4px;text-align: center\"><strong>NVIDIA V100 Tensor Core GPU<\/strong><\/td>\n<td style=\"border-right: 1px solid black;padding: 4px;text-align: center\"><strong>GPU \uba54\ubaa8\ub9ac<\/strong><\/td>\n<td style=\"border-right: 1px solid black;padding: 4px;text-align: center\"><strong>NVIDIA NVLink<\/strong><\/td>\n<td style=\"border-right: 1px solid black;padding: 4px;text-align: center\"><strong>vCPU<\/strong><\/td>\n<td style=\"border-right: 1px solid black;padding: 4px;text-align: center\"><strong>\uc8fc \uba54\ubaa8\ub9ac<\/strong><\/td>\n<td style=\"border-right: 1px solid black;padding: 4px;text-align: center\"><strong>\ub85c\uceec \uc2a4\ud1a0\ub9ac\uc9c0<\/strong><\/td>\n<td style=\"border-right: 1px solid black;padding: 4px;text-align: center\"><strong>\ub124\ud2b8\uc6cc\ud06c \ub300\uc5ed\ud3ed<\/strong><\/td>\n<td style=\"border-right: 1px solid black;padding: 4px;text-align: center\"><strong>EBS \ucd5c\uc801\ud654 \ub300\uc5ed\ud3ed<\/strong><\/td>\n<\/tr>\n<tr style=\"border-bottom: 1px solid black\">\n<td style=\"border-right: 1px solid black;padding: 4px\"><strong>p3dn.24xlarge<\/strong><\/td>\n<td style=\"border-right: 1px solid black;padding: 4px;text-align: center\">8<\/td>\n<td style=\"border-right: 1px solid black;padding: 4px;text-align: center\">256GB<\/td>\n<td style=\"border-right: 1px solid black;padding: 4px;text-align: center\">300GB\/s<\/td>\n<td style=\"border-right: 1px solid black;padding: 4px;text-align: center\">96<\/td>\n<td style=\"border-right: 1px solid black;padding: 4px;text-align: center\">768GiB<\/td>\n<td style=\"border-right: 1px solid black;padding: 4px;text-align: center\">2 x 900GB NVMe SSD<\/td>\n<td style=\"border-right: 1px solid black;padding: 4px;text-align: center\">100Gbps<\/td>\n<td style=\"border-right: 1px solid black;padding: 4px;text-align: center\">14Gbps<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><a title=\"\" href=\"https:\/\/aws.amazon.com\/mxnet\/\">MXNet<\/a>, <a title=\"\" href=\"https:\/\/www.tensorflow.org\/\">TensorFlow<\/a>, <a href=\"https:\/\/pytorch.org\/\">PyTorch<\/a> \ub610\ub294 <a href=\"https:\/\/github.com\/keras-team\/keras\">Keras<\/a>\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub300\uaddc\ubaa8 \ud6c8\ub828 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \uacbd\uc6b0\uc5d0\ub294 <a href=\"https:\/\/aws.amazon.com\/machine-learning\/amis\/\">Amazon Deep Learning AMI<\/a>\uc5d0 \ud3ec\ud568\ub418\uc5b4 \uc788\ub294 <a href=\"https:\/\/github.com\/uber\/horovod\">Horovod<\/a> \ubd84\uc0b0\ud615 \ud6c8\ub828 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uace0\ub824\ud574 \ubcf4\uc2ed\uc2dc\uc624. \ub610\ud55c <a title=\"\" href=\"https:\/\/aws.amazon.com\/marketplace\/\">AWS Marketplace<\/a>\uc5d0\uc11c \uc0c8\ub85c\uc6b4 <a href=\"https:\/\/aws.amazon.com\/marketplace\/search\/results?page=1&amp;filters=fulfillment_options&amp;fulfillment_options=CONTAINER&amp;searchTerms=nvidia+ai+\">NVIDIA AI \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ucee8\ud14c\uc774\ub108<\/a>\ub97c \ud655\uc778\ud558\uc2ed\uc2dc\uc624. \uc774 \ucee8\ud14c\uc774\ub108\ub294 V100 GPU\ub97c \uc0ac\uc6a9\ud558\ub294 P3 \uc778\uc2a4\ud134\uc2a4\uc5d0\uc11c \uc0ac\uc6a9\ud558\ub3c4\ub85d \ucd5c\uc801\ud654\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ucd1d 256GB\uc758 GPU \uba54\ubaa8\ub9ac(\ud604\uc7ac \uac00\uc7a5 \ud070 P3 \uc778\uc2a4\ud134\uc2a4\uc758 2\ubc30)\ub97c \uc81c\uacf5\ud558\ub294 <strong>p3dn.24xlarge<\/strong>\ub97c \uc0ac\uc6a9\ud558\uba74 \ub354 \ud06c\uace0 \ubcf5\uc7a1\ud55c \ub525 \ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \uc2dc\ub3c4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Intel <a href=\"https:\/\/www.intel.com\/content\/www\/us\/en\/architecture-and-technology\/avx-512-overview.html\">AVX-512<\/a> \uba85\ub839\uc5b4\uacfc \uae30\ud0c0 \ucca8\ub2e8 Skylake \uae30\ub2a5\ub3c4 \ud65c\uc6a9\ud558\ub294 \ub3d9\uc2dc\uc5d0 \ud6c8\ub828 \uc774\ubbf8\uc9c0\ub97c \ubcf4\ub2e4 \ube60\ub974\uac8c \uad50\uccb4 \ubc0f \ud655\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. GPU \ucf54\ub4dc\ub294 <a href=\"https:\/\/www.nvidia.com\/en-us\/data-center\/nvlink\/\">NVLink<\/a> \ubc0f <a href=\"https:\/\/developer.nvidia.com\/nccl\">NCCL<\/a>(NVLink Collective Communications Library)\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc5ec\ub7ec GPU \ubc0f \uc778\uc2a4\ud134\uc2a4\uc5d0 \uc218\ud3c9 \ud655\uc7a5\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c NCCL\ub97c \uc0ac\uc6a9\ud558\uba74 \ubc30\uce58 \uadf8\ub8f9 \ub0b4\uc5d0\uc11c \uc0ac\uc6a9\ud560 \ub54c \uc778\uc2a4\ud134\uc2a4 \uc0ac\uc774\uc5d0 \uc9c0\uc6d0\ub418\ub294 100Gbps\uc758 \ub124\ud2b8\uc6cc\ud06c \ub300\uc5ed\ud3ed\uc744 \ucd5c\ub300\ud55c \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \uc778\uc2a4\ud134\uc2a4\ub294 \ubd84\uc0b0 \uae30\uacc4 \ud559\uc2b5 \ud6c8\ub828 \ubc0f \uc774\ubbf8\uc9c0 \ubd84\ub958\uc5d0 \uc801\ud569\ud560 \ubfd0 \uc544\ub2c8\ub77c HPC \uc791\uc5c5\uc5d0\ub3c4 \uc5b4\uc6b8\ub9ac\ub294 \uac15\ub825\ud55c \ud30c\uc6cc\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. 3D \uc774\ubbf8\uc9c0\ub97c \ub80c\ub354\ub9c1\ud558\uace0, \ube44\ub514\uc624\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ucf54\ub4dc \ubcc0\ud658\ud558\uace0, \uc7ac\ubb34 \ub9ac\uc2a4\ud06c\ub97c \ubaa8\ub378\ub9c1\ud558\ub294 \ub4f1 \ub2e4\uc591\ud55c \uc791\uc5c5\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n<p>\uae30\uc874 AMI\ub3c4 ENA, NVMe \ubc0f NVIDIA \ub4dc\ub77c\uc774\ubc84\ub9cc \ud3ec\ud568\ud558\uace0 \uc788\ub2e4\uba74 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. 100Gbps \ub124\ud2b8\uc6cc\ud0b9\uc740 \ucd5c\uc2e0 ENA \ub4dc\ub77c\uc774\ubc84\ub85c \uc5c5\uadf8\ub808\uc774\ub4dc\ud574\uc57c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub525 \ub7ec\ub2dd AMI\ub97c \uc0ac\uc6a9\ud558\ub294 \uacbd\uc6b0\uc5d0\ub294 AVX-512\uc5d0 \ucd5c\uc801\ud654\ub41c \ucd5c\uadfc \ubc84\uc804\uc744 \uc0ac\uc6a9\ud558\uace0 \uc788\ub294\uc9c0 \ud655\uc778\ud558\uc2ed\uc2dc\uc624.<\/p>\n<h3><span style=\"text-decoration: underline\"><strong>\uc9c0\uae08 \uc774\uc6a9 \uac00\ub2a5<\/strong><\/span><\/h3>\n<p><strong>p3dn.24xlarge<\/strong> \uc778\uc2a4\ud134\uc2a4\ub294 <span title=\"\">\ubbf8\uad6d \ub3d9\ubd80(\ubc84\uc9c0\ub2c8\uc544 \ubd81\ubd80)<\/span> \ubc0f <span title=\"\">\ubbf8\uad6d \uc11c\ubd80(\uc624\ub808\uace4)<\/span> \ub9ac\uc804\uc5d0\uc11c \uc815\uc2dd \ucd9c\uc2dc\ub418\uc5c8\uc73c\uba70 \uc9c0\uae08 \uc628\ub514\ub9e8\ub4dc, \uc2a4\ud31f \ubc0f \uc608\uc57d \uc778\uc2a4\ud134\uc2a4 \ud615\uc2dd\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3><span style=\"text-decoration: underline\"><strong>\ubcf4\ub108\uc2a4 \u2013 P3 \uc778\uc2a4\ud134\uc2a4 \ud0c0\uc785 \uc694\uae08 \uc778\ud558<\/strong><\/span><\/h3>\n<p>\uc624\ub298 \ucd9c\uc2dc\uc758 \uc77c\ubd80\ub85c \uae30\uc874 P3 \uc778\uc2a4\ud134\uc2a4\uc758 \uc694\uae08\ub3c4 \uc778\ud558\ub429\ub2c8\ub2e4. \ub2e4\uc74c \uc694\uae08\uc740 2018\ub144 12\uc6d4 6\uc77c\ubd80\ud130 \ud6a8\ub825\uc744 \ubc1c\ud718\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li style=\"padding-bottom: 1em\"><strong>20% \uc694\uae08 \uc778\ud558 <\/strong> \u2013 <span title=\"\">\uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591(\ub3c4\ucfc4)<\/span> \ub9ac\uc804\uc758 \ubaa8\ub4e0 \uc694\uae08(\uc628\ub514\ub9e8\ub4dc \ubc0f RI) \ubc0f \ubaa8\ub4e0 \uc778\uc2a4\ud134\uc2a4 \ud06c\uae30\uc5d0 \uc801\uc6a9.<\/li>\n<li style=\"padding-bottom: 1em\"><strong>15% \uc694\uae08 \uc778\ud558<\/strong> \u2013 <span title=\"\">\uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591(\uc2dc\ub4dc\ub2c8)<\/span>, <span title=\"\">\uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591(\uc2f1\uac00\ud3ec\ub974)<\/span> \ubc0f <span title=\"\">\uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591(\uc11c\uc6b8)<\/span> \ub9ac\uc804\uc758 \ubaa8\ub4e0 \uc694\uae08(\uc628\ub514\ub9e8\ub4dc \ubc0f RI) \ubc0f \ubaa8\ub4e0 \uc778\uc2a4\ud134\uc2a4 \ud06c\uae30\uc5d0 \uc801\uc6a9.<\/li>\n<li><strong>15% \uc694\uae08 \uc778\ud558<\/strong> \u2013 <span title=\"\">\uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591(\ub3c4\ucfc4)<\/span>, <span title=\"\">\uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591(\uc2dc\ub4dc\ub2c8)<\/span>, <span title=\"\">\uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591(\uc2f1\uac00\ud3ec\ub974)<\/span> \ubc0f <span title=\"\">\uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591(\uc11c\uc6b8)<\/span>\uc744 \uc81c\uc678\ud55c \ubaa8\ub4e0 \ub9ac\uc804\uc758 \ubaa8\ub4e0 \uc778\uc2a4\ud134\uc2a4 \ud06c\uae30\uc5d0 \ub300\ud55c 3\ub144 \uc57d\uc815\uc758 \ud45c\uc900 RI\uc5d0 \uc801\uc6a9.<\/li>\n<\/ul>\n<p>\uc778\ud558\uc728\uc740 Linux\ub97c \uc2e4\ud589\ud558\ub294 \uc778\uc2a4\ud134\uc2a4\uc5d0 \uc801\uc6a9\ub429\ub2c8\ub2e4. Microsoft Windows \ubc0f \uae30\ud0c0 \uc6b4\uc601 \uccb4\uc81c\ub97c \uc2e4\ud589\ud558\ub294 \uc778\uc2a4\ud134\uc2a4\uc5d0\ub294 \uc870\uae08 \ub354 \ub0ae\uc740 \uc778\ud558\uc728\uc774 \uc801\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<p>\uace0\uac1d\uc774 \ub354 \uc800\ub834\ud558\uac8c \uae30\uacc4 \ud559\uc2b5 \ud6c8\ub828 \ubc0f \ucd94\ub860 \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\uac8c \ud574 \uc8fc\ub294 \uc774\ub7ec\ud55c \uc694\uae08 \uc778\ud558\ub294 \ubaa8\ub4e0 \uac1c\ubc1c\uc790\uc5d0\uac8c \uae30\uacc4 \ud559\uc2b5 \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\uace0\uc790 \ud558\ub294 AWS\uc758 \ubaa9\ud45c\ub97c \ud5a5\ud55c \ub178\ub825\uc758 \uc77c\ud658\uc73c\ub85c \uc81c\uacf5\ub429\ub2c8\ub2e4.<\/p>\n<p>\u2014 <a href=\"https:\/\/twitter.com\/jeffbarr\">Jeff<\/a>;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>Source: <a href=\"https:\/\/aws.amazon.com\/ko\/blogs\/korea\/new-ec2-p3dn-gpu-instances-with-100-gbps-networking-local-nvme-storage-for-faster-machine-learning-p3-price-reduction\/\" target=\"_blank\">EC2 P3dn GPU \uc778\uc2a4\ud134\uc2a4  \ucd9c\uc2dc \ubc0f  P3 \uc778\uc2a4\ud134\uc2a4 \uc694\uae08 \uc778\ud558 (\uc11c\uc6b8 \ub9ac\uc804 \u2013 15%)<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<div class=\"mh-excerpt\"><p>EC2 P3dn GPU \uc778\uc2a4\ud134\uc2a4 \ucd9c\uc2dc \ubc0f P3 \uc778\uc2a4\ud134\uc2a4 \uc694\uae08 \uc778\ud558 (\uc11c\uc6b8 \ub9ac\uc804 \u2013 15%) \uc791\ub144 \ub9d0\uc5d0&nbsp; Amazon EC2 P3 \uc778\uc2a4\ud134\uc2a4\ub97c \uc18c\uac1c\ud558\uace0, \ub300\uaddc\ubaa8 \ub525\ub7ec\ub2dd \uc2e0\uacbd\ub9dd\uc744 \uc704\ud55c \uae30\uacc4 \ud559\uc2b5 \ud6c8\ub828 \ubc0f \ucd94\ub860\uc744 \uac00\uc18d\ud654\ud558\ub3c4\ub85d \uc124\uacc4\ub41c \ud2b9\uc218 \ucef4\ud4e8\ud305 \uc720\ub2db\uc778 Tensor Core\uc758 \uac1c\ub150\uc5d0 \ub300\ud574 \uc124\uba85\ud574 \ub4dc\ub9b0 \ubc14 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ubbf8 \ub9ce\uc740 AWS \uace0\uac1d\uc758 \uc0ac\ub791\uc744 \ubc1b\uace0 \uc788\ub294 P3 \uc778\uc2a4\ud134\uc2a4\ub294 \uad11\ubc94\uc704\ud55c \uae30\uacc4 \ud559\uc2b5 \ubc0f \uace0\uc131\ub2a5 \ucef4\ud4e8\ud305(HPC) \uc6cc\ud06c\ub85c\ub4dc\ub97c \uc2e4\ud589\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, fast.ai\ub294 \ub2e8 40 USD\ub85c \ubc31\ub9cc \uac1c\uc758 \uc774\ubbf8\uc9c0\uc5d0 \ub300\ud55c ResNet-50 \ub525 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\uc5ec \ub525 \ub7ec\ub2dd \uc18d\ub3c4 \uc2e0\uae30\ub85d\uc744 \ub2ec\uc131\ud588\uc2b5\ub2c8\ub2e4. EC2 P3dn \uc778\uc2a4\ud134\uc2a4 \ud0c0\uc785 \ucd9c\uc2dc \uc624\ub298 p3.16xlarge \uc778\uc2a4\ud134\uc2a4\ubcf4\ub2e4 2\ubc30\uc758 GPU \uba54\ubaa8\ub9ac\uc640 1.5\ubc30\uc758 vCPU\ub97c \uc81c\uacf5\ud558\ub294 p3dn.24xlarge \uc778\uc2a4\ud134\uc2a4\ub97c \ucd94\uac00\ud558\uc5ec P3 \uc81c\ud488\uc758 \uace0\uae09 \uc635\uc158\uc744 \ud655\uc7a5\ud569\ub2c8\ub2e4. \uc774 \uc778\uc2a4\ud134\uc2a4 \ud0c0\uc785\uc740 AWS Nitro \uc2dc\uc2a4\ud15c\uc744 \uae30\ubc18\uc73c\ub85c \uad6c\ucd95\ub41c 100Gbps \ub124\ud2b8\uc6cc\ud06c \ub300\uc5ed\ud3ed(\uc774\uc804 P3 \uc778\uc2a4\ud134\uc2a4 \ub300\ube44 \ucd5c\ub300 4\ubc30\uc758 \ub300\uc5ed\ud3ed), \ub85c\uceec NVMe \uc2a4\ud1a0\ub9ac\uc9c0, 32GB\uc758 GPU \uba54\ubaa8\ub9ac\ub97c \ud0d1\uc7ac\ud55c \ucd5c\uc2e0 NVIDIA V100 Tensor Core GPU, \uace0\uc18d GPU \ub300 GPU \ud1b5\uc2e0\uc744 \uc704\ud55c <a class=\"mh-excerpt-more\" href=\"https:\/\/jirak.net\/wp\/ec2-p3dn-gpu-%ec%9d%b8%ec%8a%a4%ed%84%b4%ec%8a%a4-%ec%b6%9c%ec%8b%9c-%eb%b0%8f-p3-%ec%9d%b8%ec%8a%a4%ed%84%b4%ec%8a%a4-%ec%9a%94%ea%b8%88-%ec%9d%b8%ed%95%98-%ec%84%9c%ec%9a%b8-%eb%a6%ac%ec%a0%84\/\" title=\"EC2 P3dn GPU \uc778\uc2a4\ud134\uc2a4  \ucd9c\uc2dc \ubc0f  P3 \uc778\uc2a4\ud134\uc2a4 \uc694\uae08 \uc778\ud558 (\uc11c\uc6b8 \ub9ac\uc804 \u2013 15%)\">[ more&#8230; ]<\/a><\/p>\n<\/div>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[169],"tags":[656],"class_list":["post-28254","post","type-post","status-publish","format-standard","hentry","category-news","tag-aws"],"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/posts\/28254","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/comments?post=28254"}],"version-history":[{"count":1,"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/posts\/28254\/revisions"}],"predecessor-version":[{"id":28255,"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/posts\/28254\/revisions\/28255"}],"wp:attachment":[{"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/media?parent=28254"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/categories?post=28254"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jirak.net\/wp\/wp-json\/wp\/v2\/tags?post=28254"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}