{"id":3928,"date":"2025-04-01T18:57:23","date_gmt":"2025-04-01T09:57:23","guid":{"rendered":"https:\/\/eternalsphere.net\/echoes\/?p=3928"},"modified":"2025-04-01T18:58:33","modified_gmt":"2025-04-01T09:58:33","slug":"oy86hx6rf9tjz1b","status":"publish","type":"post","link":"https:\/\/eternalsphere.net\/echoes\/index.php\/2025\/04\/01\/oy86hx6rf9tjz1b\/","title":{"rendered":"Dell R720\u904b\u884cWhisper\u8a9e\u97f3\u8b58\u5225\u6a21\u578b\u7684\u9ad8\u6027\u80fdGPU\u9078\u578b\u5831\u544a"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">\u4e00\u3001\u80cc\u666f\u8207\u76ee\u6a19<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Whisper \u662f\u4e00\u500b\u8a08\u7b97\u91cf\u6975\u5927\u7684\u8a9e\u97f3\u8b58\u5225\u6a21\u578b\uff0c\u70ba\u4e86\u7372\u5f97\u6700\u4f73\u6027\u80fd\uff0c\u901a\u5e38\u9700\u8981\u4f7f\u7528 GPU \u4f86\u52a0\u901f\u63a8\u7406\u3002Dell PowerEdge R720 \u662f\u4e00\u6b3e\u8f03\u8001\u76842U\u6a5f\u67b6\u5f0f\u4f3a\u670d\u5668\uff0c\u5177\u5099\u4e00\u5b9a\u7684\u64f4\u5c55\u80fd\u529b\uff0c\u53ef\u5b89\u88dd GPU \u5361\uff0c\u4f46\u540c\u6642\u53d7\u9650\u65bc\u6a5f\u7bb1\u7a7a\u9593\u3001\u529f\u8017\u8207\u6563\u71b1\u8a2d\u8a08\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u5831\u544a\u65e8\u5728\u91dd\u5c0d\u5e0c\u671b\u5728 R720 \u4e0a\u904b\u884c Whisper \u6a21\u578b\u7684\u4f7f\u7528\u8005\uff0c\u63a8\u85a6\u5e7e\u6b3e\u517c\u9867\u6027\u80fd\u8207\u517c\u5bb9\u6027\u7684 GPU\uff0c\u4e26\u5c31\u5b89\u88dd\u7d30\u7bc0\u3001\u529f\u8017\u3001\u9a45\u52d5\u652f\u6301\u7b49\u63d0\u4f9b\u5be6\u7528\u5efa\u8b70\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001Whisper \u5c0d GPU \u7684\u6027\u80fd\u9700\u6c42<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u986f\u5b58\u9700\u6c42<\/strong>\uff1aWhisper \u7684 large \u6a21\u578b\u9700\u7d04 10GB \u986f\u5b58\u3002<\/li>\n\n\n\n<li><strong>\u8a08\u7b97\u9700\u6c42<\/strong>\uff1a\u652f\u63f4 FP16 \u6216 BF16 \u7684 GPU \u53ef\u63d0\u5347\u63a8\u7406\u901f\u5ea6\uff0c\u5177 Tensor Core \u7684 NVIDIA GPU \u662f\u6700\u4f73\u9078\u64c7\u3002<\/li>\n\n\n\n<li><strong>\u63a8\u85a6\u529f\u80fd<\/strong>\uff1aFP16 \/ BF16 \u652f\u63f4\u3001Tensor Core\u3001\u81f3\u5c11 16GB \u986f\u5b58\u70ba\u4f73\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001Dell R720 \u7684\u9650\u5236\u8207\u689d\u4ef6<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7a7a\u9593<\/strong>\uff1a\u652f\u63f4\u96d9\u69fd\u5bec\uff08Double-wide\uff09\u8207\u55ae\u69fd\u5bec\uff08Single-wide\uff09GPU\uff0c\u6a5f\u7bb1\u9ad8\u70ba 2U\u3002<\/li>\n\n\n\n<li><strong>\u529f\u8017<\/strong>\uff1a\u6bcf\u69fd\u63d0\u4f9b 75W\uff0c\u53e6\u53ef\u900f\u904e 8-pin EPS \u63d0\u4f9b\u984d\u5916 150W\uff0c\u55ae\u5361\u7406\u8ad6\u6700\u9ad8\u529f\u8017\u652f\u63f4\u7d04 225W\uff0c\u90e8\u5206\u6539\u88dd\u60c5\u6cc1\u53ef\u9054 300W\u3002<\/li>\n\n\n\n<li><strong>\u6563\u71b1<\/strong>\uff1a\u5efa\u8b70\u4f7f\u7528\u88ab\u52d5\u6563\u71b1\u5361\u6216\u98a8\u9053\u826f\u597d\u8a2d\u8a08\u7684\u6da1\u8f2a\u6247\u5361\u3002<\/li>\n\n\n\n<li><strong>\u4f9b\u96fb<\/strong>\uff1a\u9700\u4f7f\u7528 Dell \u539f\u5ee0\u6216\u53ef\u9760\u7684 8-pin EPS \u4f9b\u96fb\u7dda\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u63a8\u85a6\u986f\u5361\u8207\u5206\u6790<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. NVIDIA Tesla T4\uff08\u63a8\u85a6\u9996\u9078\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u67b6\u69cb<\/strong>\uff1aTuring<\/li>\n\n\n\n<li><strong>Tensor Core<\/strong>\uff1a\u652f\u63f4 FP16 \/ INT8<\/li>\n\n\n\n<li><strong>\u986f\u5b58<\/strong>\uff1a16GB GDDR6<\/li>\n\n\n\n<li><strong>\u529f\u8017<\/strong>\uff1a70-75W\uff0c\u7121\u9700\u5916\u63a5\u4f9b\u96fb<\/li>\n\n\n\n<li><strong>\u512a\u9ede<\/strong>\uff1a\u55ae\u69fd\u534a\u9ad8\u5361\uff0c\u88ab\u52d5\u6563\u71b1\uff0c\u8207 R720 \u5b8c\u5168\u517c\u5bb9\uff0c\u6027\u50f9\u6bd4\u9ad8\u3002<\/li>\n\n\n\n<li><strong>\u9069\u7528\u5834\u666f<\/strong>\uff1aWhisper large \u6a21\u578b\u6d41\u66a2\u63a8\u7406\uff0c\u652f\u63f4\u81ea\u52d5\u6df7\u5408\u7cbe\u5ea6\uff08AMP\uff09\u6a21\u5f0f\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. NVIDIA A10\uff08\u6027\u80fd\u6700\u5f37\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u67b6\u69cb<\/strong>\uff1aAmpere<\/li>\n\n\n\n<li><strong>Tensor Core<\/strong>\uff1a\u7b2c3\u4ee3 Tensor Core\uff0c\u652f\u63f4 FP16 \/ BF16<\/li>\n\n\n\n<li><strong>\u986f\u5b58<\/strong>\uff1a24GB GDDR6<\/li>\n\n\n\n<li><strong>\u529f\u8017<\/strong>\uff1a150W\uff0c\u9700 8-pin \u5916\u63a5\u4f9b\u96fb<\/li>\n\n\n\n<li><strong>\u512a\u9ede<\/strong>\uff1a\u55ae\u69fd\u5168\u9ad8\u5361\uff0c\u6027\u80fd\u63a5\u8fd1 V100\uff0c\u4f46\u529f\u8017\u66f4\u4f4e\uff0c\u50f9\u683c\u66f4\u53ef\u63a5\u53d7\u3002<\/li>\n\n\n\n<li><strong>\u5b89\u88dd\u5efa\u8b70<\/strong>\uff1a\u9700\u914d\u5099 8-pin \u4f9b\u96fb\u7dda\u8207\u5c0d\u61c9 Riser \u5361\uff0c\u5efa\u8b70\u642d\u914d\u9ad8\u74e6\u6578\u96fb\u6e90\uff081100W x2\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. NVIDIA Tesla P40\uff08\u9ad8\u6027\u50f9\u6bd4\u65b9\u6848\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u67b6\u69cb<\/strong>\uff1aPascal<\/li>\n\n\n\n<li><strong>Tensor Core<\/strong>\uff1a\u4e0d\u652f\u63f4\uff0c\u50c5\u652f\u63f4 FP32 \/ INT8<\/li>\n\n\n\n<li><strong>\u986f\u5b58<\/strong>\uff1a24GB GDDR5<\/li>\n\n\n\n<li><strong>\u529f\u8017<\/strong>\uff1a250W\uff0c\u9700 8-pin \u5916\u63a5\u4f9b\u96fb<\/li>\n\n\n\n<li><strong>\u512a\u9ede<\/strong>\uff1a\u5927\u986f\u5b58\uff0c\u50f9\u683c\u4fbf\u5b9c\uff0c\u53ef\u8dd1 Whisper large \u6a21\u578b<\/li>\n\n\n\n<li><strong>\u7f3a\u9ede<\/strong>\uff1a\u7121 FP16 \u52a0\u901f\uff0c\u63a8\u7406\u901f\u5ea6\u7565\u6162\uff0c\u529f\u8017\u8207\u767c\u71b1\u8f03\u9ad8\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001\u63a8\u85a6\u986f\u5361\u5c0d\u6bd4\u8868<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>GPU \u578b\u865f<\/th><th>\u67b6\u69cb<\/th><th>\u986f\u5b58<\/th><th>Tensor Core<\/th><th>FP16 \u6027\u80fd<\/th><th>\u529f\u8017<\/th><th>\u517c\u5bb9\u6027\u8aaa\u660e<\/th><\/tr><\/thead><tbody><tr><td>Tesla T4<\/td><td>Turing<\/td><td>16GB<\/td><td>\u6709\uff08\u7b2c2\u4ee3\uff09<\/td><td>\u7d04 65 TFLOPS<\/td><td>75W<\/td><td>\u5b8c\u5168\u517c\u5bb9\uff0c\u7121\u9700\u5916\u63a5\u4f9b\u96fb<\/td><\/tr><tr><td>NVIDIA A10<\/td><td>Ampere<\/td><td>24GB<\/td><td>\u6709\uff08\u7b2c3\u4ee3\uff09<\/td><td>\u7d04 125 TFLOPS<\/td><td>150W<\/td><td>\u9700\u5916\u63a5 8-pin \u4f9b\u96fb\uff0c\u517c\u5bb9<\/td><\/tr><tr><td>Tesla P40<\/td><td>Pascal<\/td><td>24GB<\/td><td>\u7121<\/td><td>\u7121 FP16 \u52a0\u901f<\/td><td>250W<\/td><td>\u53ef\u7528\uff0c\u4f46\u529f\u8017\u8f03\u9ad8\u9700\u6ce8\u610f<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u516d\u3001\u9a45\u52d5\u8207\u8edf\u9ad4\u5efa\u8b70<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5efa\u8b70\u9a45\u52d5\u7248\u672c<\/strong>\uff1a450 \u7cfb\u5217\u4ee5\u4e0a\uff08\u5c0d\u61c9 CUDA 11 \u8d77\uff09<\/li>\n\n\n\n<li><strong>CUDA \u5efa\u8b70\u7248\u672c<\/strong>\uff1aCUDA 11.3 \u6216\u4ee5\u4e0a\uff08\u652f\u63f4 Ampere \u67b6\u69cb\uff09<\/li>\n\n\n\n<li><strong>\u6846\u67b6\u652f\u63f4<\/strong>\uff1aPyTorch 1.7 \u8d77\u652f\u63f4 AMP\uff0c\u81ea\u52d5\u4f7f\u7528 FP16 \u6a21\u5f0f\u63a8\u7406<\/li>\n\n\n\n<li><strong>\u64cd\u4f5c\u7cfb\u7d71\u5efa\u8b70<\/strong>\uff1aLinux \u74b0\u5883\u66f4\u5bb9\u6613\u5b89\u88dd\u8207\u7a69\u5b9a\u9a45\u52d5<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e03\u3001\u5be6\u969b\u90e8\u7f72\u5efa\u8b70<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u78ba\u8a8d\u96fb\u6e90\u6a21\u7d44\u70ba 1100W \u4e26\u652f\u63f4 GPU \u63d2\u69fd\u4f9b\u96fb\uff08\u90e8\u5206\u6a5f\u578b\u9700\u8cfc\u8cb7 GPU enable kit\uff09<\/li>\n\n\n\n<li>\u4f7f\u7528\u539f\u5ee0\u6216\u9ad8\u54c1\u8cea 8-pin \u4f9b\u96fb\u7dda\uff0c\u907f\u514d\u975e\u6a19\u914d\u7dda\u6750\u9020\u6210\u98a8\u96aa<\/li>\n\n\n\n<li>\u5b89\u88dd\u6642\u9078\u64c7\u9760\u8fd1\u6a5f\u7bb1\u98a8\u6247\u7684\u63d2\u69fd\uff0c\u5f37\u5316\u98a8\u9053\u6563\u71b1<\/li>\n\n\n\n<li>\u82e5\u90e8\u7f72\u5169\u5f35 GPU\uff0c\u5efa\u8b70\u5206\u958b\u63d2\u69fd\u907f\u514d\u71b1\u91cf\u5806\u758a<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u516b\u3001\u7d50\u8ad6<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728 Dell R720 \u4e0a\u90e8\u7f72 Whisper \u6a21\u578b\u7684\u6700\u4f73 GPU \u9078\u64c7\u70ba\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Tesla T4<\/strong> \u2014\u2014 \u6574\u9ad4\u6027\u50f9\u6bd4\u8207\u517c\u5bb9\u6027\u6700\u4f73<\/li>\n\n\n\n<li><strong>NVIDIA A10<\/strong> \u2014\u2014 \u6027\u80fd\u5f37\u5927\uff0c\u9069\u5408\u5be6\u6642\u6216\u9ad8\u4e26\u767c\u63a8\u7406<\/li>\n\n\n\n<li><strong>Tesla P40<\/strong> \u2014\u2014 \u7d93\u6fdf\u578b\u9078\u64c7\uff0c\u9069\u5408\u96e2\u7dda\u6279\u91cf\u8f49\u9304\u9700\u6c42<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u82e5\u6709\u8db3\u5920\u9810\u7b97\u8207\u6539\u88dd\u80fd\u529b\uff0c\u4e5f\u53ef\u8003\u616e\u66f4\u9ad8\u968e\u7684 Tesla V100 \u6216 A100\uff0c\u4f46\u9700\u6ce8\u610f\u6563\u71b1\u8207\u96fb\u6e90\u6975\u9650\u3002\u9078\u64c7\u9069\u7576\u7684\u9a45\u52d5\u8207 CUDA \u7d44\u5408\uff0c\u642d\u914d\u512a\u5316\u5f8c\u7684 Whisper \u63a8\u7406\u6846\u67b6\uff0c\u5373\u53ef\u8b93\u9019\u53f0\u8001\u5c07 R720 \u518d\u73fe\u5149\u8292\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u3001\u80cc\u666f\u8207\u76ee\u6a19 Whisper \u662f\u4e00\u500b\u8a08\u7b97\u91cf\u6975\u5927\u7684\u8a9e\u97f3\u8b58\u5225\u6a21\u578b\uff0c\u70ba\u4e86\u7372\u5f97\u6700\u4f73\u6027\u80fd\uff0c\u901a\u5e38\u9700\u8981\u4f7f\u7528 GPU \u4f86\u52a0\u901f\u63a8\u7406\u3002Dell PowerEdge R720 \u662f\u4e00\u6b3e\u8f03\u8001\u76842U\u6a5f\u67b6\u5f0f\u4f3a\u670d\u5668\uff0c\u5177\u5099\u4e00\u5b9a\u7684\u64f4\u5c55\u80fd\u529b\uff0c\u53ef\u5b89\u88dd GPU \u5361\uff0c\u4f46\u540c\u6642\u53d7\u9650\u65bc\u6a5f\u7bb1\u7a7a\u9593\u3001\u529f\u8017\u8207\u6563\u71b1\u8a2d\u8a08\u3002 \u672c\u5831\u544a\u65e8\u5728\u91dd\u5c0d\u5e0c\u671b\u5728 R720 \u4e0a\u904b\u884c Whisper \u6a21\u578b\u7684\u4f7f\u7528\u8005\uff0c\u63a8\u85a6\u5e7e\u6b3e\u517c\u9867\u6027\u80fd\u8207\u517c\u5bb9\u6027\u7684 GPU\uff0c\u4e26\u5c31\u5b89\u88dd\u7d30\u7bc0\u3001\u529f\u8017\u3001\u9a45\u52d5\u652f\u6301\u7b49\u63d0\u4f9b\u5be6\u7528\u5efa\u8b70\u3002 \u4e8c\u3001Whisper \u5c0d GPU \u7684\u6027\u80fd\u9700\u6c42 \u4e09\u3001Dell R720 \u7684\u9650\u5236\u8207\u689d\u4ef6 \u56db\u3001\u63a8\u85a6\u986f\u5361\u8207\u5206\u6790 1. NVIDIA Tesla T4\uff08\u63a8\u85a6\u9996\u9078\uff09 2. NVIDIA A10\uff08\u6027\u80fd\u6700\u5f37\uff09 3. NVIDIA Tesla P40\uff08\u9ad8\u6027\u50f9\u6bd4\u65b9\u6848\uff09 \u4e94\u3001\u63a8\u85a6\u986f\u5361\u5c0d\u6bd4\u8868 GPU \u578b\u865f \u67b6\u69cb \u986f\u5b58 Tensor Core FP16 \u6027\u80fd \u529f\u8017 \u517c\u5bb9\u6027\u8aaa\u660e Tesla T4 Turing 16GB &hellip;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[88],"tags":[],"class_list":["post-3928","post","type-post","status-publish","format-standard","hentry","category-4brz75t44cdxjqe"],"_links":{"self":[{"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/posts\/3928","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/comments?post=3928"}],"version-history":[{"count":1,"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/posts\/3928\/revisions"}],"predecessor-version":[{"id":3929,"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/posts\/3928\/revisions\/3929"}],"wp:attachment":[{"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/media?parent=3928"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/categories?post=3928"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/eternalsphere.net\/echoes\/index.php\/wp-json\/wp\/v2\/tags?post=3928"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}