{"id":107201,"date":"2021-01-06T16:41:11","date_gmt":"2021-01-06T15:41:11","guid":{"rendered":"https:\/\/blog.jetbrains.com\/?post_type=datalore&#038;p=107201"},"modified":"2023-02-20T17:05:53","modified_gmt":"2023-02-20T16:05:53","slug":"amd-radeon-nvidia-495-gpu","status":"publish","type":"datalore","link":"https:\/\/blog.jetbrains.com\/zh-hans\/datalore\/2021\/01\/06\/amd-radeon-nvidia-495-gpu\/","title":{"rendered":"AMD Radeon \u548c Nvidia 495 \u9879 GPU \u6280\u672f\u53c2\u6570\u5206\u6790\u6570\u636e\u96c6"},"content":{"rendered":"<h2>\u5173\u4e8e Dataset<\/h2>\n<p>\u5728 <a href=\"https:\/\/www.jetbrains.com\/datalore\/\" target=\"_blank\" rel=\"noopener\">Datalore<\/a> \u4e2d\u6211\u4eec\u7ec4\u5efa\u4e86\u4e00\u4e2a <a href=\"https:\/\/datalore-samples.s3-eu-west-1.amazonaws.com\/tutorials\/gpus_v2.csv\" target=\"_blank\" rel=\"noopener\">dataset<\/a> (\u6570\u636e\u96c6) \u5176\u4e2d\u5305\u542b 495 \u53f0 Nvidia \u548c AMD Radeon GPU \u7684\u76f8\u5173\u6280\u672f\u8d44\u6599\u3002 \u8ba9\u6211\u4eec\u6765\u4e86\u89e3\u4e00\u4e0b\u8fd9\u4e9b\u786c\u4ef6\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u662f\u5982\u4f55\u9010\u6e10\u8fdb\u6b65\u7684\u3002<\/p>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-24428\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2020\/12\/DSGN-10226-Cover-for-Datalore-GPU-blogpost-2_Blog_1280x800.png\" alt=\"GPU model analysis\" width=\"800\" \/><\/p>\n<h2>\u5982\u4f55\u5728 Datalore \u4e2d\u6253\u5f00 Notebook\uff1f<\/h2>\n<p><a href=\"https:\/\/datalore.jetbrains.com\/\" target=\"_blank\" rel=\"noopener\">Datalore<\/a> \u662f\u7531 JetBrains \u6258\u7ba1\u7684\u4e00\u6b3e\u5728\u7ebf Jupyter Notebook\uff0c\u5e76\u63d0\u4f9b\u667a\u80fd\u7f16\u7801\u8f85\u52a9\u3002 Datalore \u81ea\u5e26\u667a\u80fd\u4ee3\u7801\u7f16\u8f91\u5668\u548c\u5f3a\u5927\u7684\u8ba1\u7b97\u5de5\u5177\u3002<\/p>\n<p>\u5728\u6b64 <strong><a href=\"https:\/\/view.datalore.jetbrains.com\/notebook\/44rGrjJyKSjpzwpinCS6gK\" target=\"_blank\" rel=\"noopener\">Notebook<\/a><\/strong> \u4e2d\u70b9\u51fb\u53f3\u4e0a\u89d2\u7684 &#8220;Edit&#8221; \u6309\u94ae\u3002<\/p>\n<h2>\u6570\u636e\u96c6\u6982\u89c8<\/h2>\n<p>\u8be5\u6570\u636e\u96c6\u5305\u542b 495 \u4e2a GPU \u578b\u53f7\u7684\u8be6\u7ec6\u4fe1\u606f\uff1a<\/p>\n<ul>\n<li>GPU \u5236\u9020\u5546<\/li>\n<li>GPU \u7c7b\u578b<\/li>\n<li>\u540d\u79f0<\/li>\n<li>\u53d1\u5e03\u5e74\u4efd<\/li>\n<li><a href=\"https:\/\/en.wikipedia.org\/wiki\/Semiconductor_fabrication_plant\" target=\"_blank\" rel=\"noopener\">Fab<\/a> = \u5236\u9020\u5de5\u827a (nm)\uff0c\u8fd9\u5b9a\u4e49\u4e86\u5904\u7406\u7a0b\u5e8f\u4e2d\u6676\u4f53\u7ba1\u7684\u5927\u5c0f<\/li>\n<li>\u6676\u4f53\u7ba1\u6570\u91cf\uff08\u767e\u4e07\uff09<\/li>\n<li><a href=\"https:\/\/en.wikipedia.org\/wiki\/Die_(integrated_circuit)\" target=\"_blank\" rel=\"noopener\">\u88f8\u82af\u7247\u5c3a\u5bf8<\/a><\/li>\n<li>\u5185\u5b58\u5927\u5c0f\uff0c\u4ee5\u5146\u5b57\u8282\uff08MB\uff09\u4e3a\u5355\u4f4d<\/li>\n<li>GFLOPS = \u6bcf\u79d2\u6570\u5341\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\uff0832 \u4f4d\u7cbe\u5ea6\uff09<\/li>\n<li>TDP\uff08\u70ed\u8bbe\u8ba1\u529f\u7387\uff09= \u8ba1\u7b97\u673a\u82af\u7247\u6216\u7ec4\u4ef6\u4ea7\u751f\u7684\u6700\u5927\u70ed\u91cf\u3002<\/li>\n<\/ul>\n<p><iframe loading=\"lazy\" src=\"https:\/\/view.datalore.jetbrains.com\/embed\/44rGrjJyKSjpzwpinCS6gK\/4\" width=\"800\" height=\"312\" frameborder=\"0\"><\/iframe><\/p>\n<h2>\u6676\u4f53\u7ba1\u7684\u6469\u5c14\u5b9a\u5f8b<\/h2>\n<p><strong>\u6469\u5c14\u5b9a\u5f8b<\/strong>\u8bf4\uff0c\u96c6\u6210\u7535\u8def\u4e2d\u7684\u6676\u4f53\u7ba1\u6570\u91cf\u6bcf 2 \u5e74\u5c31\u4f1a\u589e\u52a0\u4e00\u500d\u3002 <strong>\u6211\u4eec\u6765\u770b\u770b\u5b83\u662f\u5426\u4e5f\u9002\u7528\u4e8e GPU!<\/strong><br \/>\n\u4ece\u4e0b\u9762\u7684\u56fe\u4e2d\u6211\u4eec\u53ef\u4ee5\u770b\u5230\uff0c<strong>\u6469\u5c14\u5b9a\u5f8b\u5728 2019-2020<\/strong> \u5e74\u4ecd\u7136\u6709\u6548\uff0c\u4f46\u5728 2006-2018 \u5e74\uff0c\u589e\u957f\u51e0\u4e4e\u662f\u7ebf\u6027\u7684\u3002<br \/>\n\u7136\u800c\uff0c\u6469\u5c14\u5b9a\u5f8b\u5bf9\u4e8e\u6676\u4f53\u7ba1\u5bc6\u5ea6<strong>\u51e0\u4e4e\u662f\u6b63\u786e\u7684<\/strong>\u3002 \u60a8\u53ef\u4ee5\u6839\u636e\u4e0b\u56fe\uff0c\u53d1\u73b0\u5b83\u5927\u7ea6\u6bcf 3 \u5e74\u5c31\u4f1a\u589e\u52a0\u4e00\u500d\u3002<\/p>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-24428\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2020\/12\/Number-of-transistors-across-years.png\" alt=\"Number of transistors across years\" width=\"800\" \/><br \/>\n<img decoding=\"async\" class=\"alignnone size-full wp-image-24428\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2020\/12\/Smoothing-function-for-the-number-of-transistors.png\" alt=\"Smoothing function for the number of transistors\" width=\"800\" \/><\/p>\n<h2>GPU \u529f\u7387\u6d88\u8017\u548c\u6563\u70ed\u6548\u679c<\/h2>\n<p>GPU \u7684\u529f\u7387\u6d88\u8017\u548c\u6563\u70ed\u6548\u679c\u4e5f\u662f\u4e00\u4e2a\u6709\u8da3\u7684\u8bdd\u9898\u3002<\/p>\n<p>\u8fd9\u4e2a\u6570\u636e\u96c6\u5c06 GPU \u5206\u4e3a\u4e09\u7ec4:<\/p>\n<ul>\n<li>\u6d88\u8d39\u7ea7 GPU\uff0c\u5982 Nvidia GeForce \u548c AMD Radeon R \u7cfb\u5217\u3002<\/li>\n<li>\u5de5\u4f5c\u7ad9 GPU\uff0c\u5982 Nvidia Quadro \u548c AMD Radeon FirePro\u3002<\/li>\n<li>\u670d\u52a1\u5668 GPU\uff0c\u5982 Nvidia P\/V\/T \u7cfb\u5217\u548c AMD Radeon Instinct\u3002<\/li>\n<\/ul>\n<p>\u8ba9\u6211\u4eec\u6765\u663e\u793a 3 \u7ec4 GPU \u7684 TDP\uff08\u70ed\u8bbe\u8ba1\u529f\u7387\uff09\u7684\u5206\u5e03\u60c5\u51b5\u3002 \u6211\u4eec\u5c06\u7ed8\u5236\u7cbe\u786e\u7684\u7edf\u8ba1\u96c6\uff0c\u5e76\u6dfb\u52a0\u4e00\u4e2a\u5e73\u6ed1\u7ebf\u8fd1\u4f3c\u503c\u3002<\/p>\n<p>&#x1f4a1; <strong>\u89c1\u89e3:<\/strong><\/p>\n<p>\u867d\u7136\u670d\u52a1\u5668 GPU \u6bd4\u6d88\u8d39\u7ea7\u548c\u5de5\u4f5c\u7ad9 GPU \u66f4\u70ed\u3001\u66f4\u5f3a\u5927\uff0c\u6709\u8da3\u7684\u662f\u6709\u5f88\u591a\u4f4e\u529f\u8017\u5de5\u4f5c\u7ad9 GPU\u3002 \u8fd9\u4e9b\u4e0d\u662f\u7528\u4e8e 3D \u56fe\u5f62\u6216\u5e76\u884c\u8ba1\u7b97\uff0c\u800c\u662f\u4e3a\u4e86\u7ba1\u7406\u663e\u793a\u9762\u677f\u548c\u89c6\u9891\u5899\u3002<\/p>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-24428\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2020\/12\/GPU-power-consumption-and-heating.png\" alt=\"GPU power consumption and heating\" width=\"800\" \/><\/p>\n<h2>\u5236\u9020\u5de5\u827a\u548c TDP \u5206\u5e03<\/h2>\n<p>\u5728\u63a5\u4e0b\u6765\u7684\u56fe\u4e2d\uff0c\u6211\u4eec\u770b\u5230 GPU \u6a21\u578b\u5206\u5e03\u5982\u4f55\u6839\u636e\u4e24\u4e2a\u5236\u9020\u5546\u7684\u5236\u9020\u5de5\u827a\u548c TDP \u800c\u53d8\u5316\u3002<\/p>\n<p>&#x1f4a1; <strong>\u89c1\u89e3:<\/strong><\/p>\n<ul>\n<li>\u5236\u9020\u5546\u548c\u82af\u7247 TDP \u4e4b\u95f4\u6ca1\u6709\u660e\u663e\u7684\u76f8\u5173\u6027\uff0c\u5236\u9020\u5de5\u827a\u548c TDP \u4e4b\u95f4\u4e5f\u6ca1\u6709\u660e\u663e\u7684\u76f8\u5173\u6027\u3002<\/li>\n<li>\u867d\u7136\u6676\u4f53\u7ba1\u7684\u529f\u8017\u4f1a\u968f\u7740\u6676\u4f53\u7ba1\u7684\u4f53\u79ef\u53d8\u5c0f\u800c\u964d\u4f4e\uff0c\u4f46\u82af\u7247\u4e0a\u6676\u4f53\u7ba1\u6570\u91cf\u7684\u589e\u52a0\u62b5\u6d88\u4e86\u8fd9\u79cd\u5f71\u54cd\u3002<\/li>\n<\/ul>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-24428\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2020\/12\/Fabrication-process-and-TDP-distribution.png\" alt=\"Fabrication process and TDP distribution\" width=\"800\" \/><\/p>\n<h2>\u5404\u7c7b GPU \u7684 TDP \u5206\u5e03<\/h2>\n<p>\u8ba9\u6211\u4eec\u6765\u5c55\u793a\u4e00\u4e0b TDP \u5728\u5404\u4e2a\u7c7b\u522b\u548c\u5236\u9020\u5546\u4e4b\u95f4\u7684\u5206\u5e03\u60c5\u51b5\uff0c\u5ffd\u7565\u5236\u9020\u5de5\u827a\u3002<\/p>\n<p align=\"center\"><img decoding=\"async\" class=\"alignnone size-full wp-image-24428\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2020\/12\/TDP-distribution-across-GPU-classes.png\" alt=\"TDP distribution across GPU classes\" width=\"500\" \/><\/p>\n<h2>\u5404\u7c7b GPU \u7684\u88f8\u82af\u7247\u5c3a\u5bf8\u548c TDP \u5173\u7cfb<\/h2>\n<p>\u4ece\u4e0b\u9762\u7684\u56fe\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230 TDP \u548c\u7845\u7684\u5b9e\u7269\u91cf\uff08\u5305\u62ec\u88f8\u82af\u7247\u5c3a\u5bf8\uff09\u4e4b\u95f4\u7684\u7ebf\u6027\u5173\u7cfb\u3002<\/p>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-24428\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2020\/12\/Die-size-and-TDP-relation-across-GPU-classes.png\" alt=\"Die size and TDP relation across GPU classes\" width=\"800\" \/><\/p>\n<h2>GFLOPS \u8fdb\u5ea6<\/h2>\n<p>GFLOPS \u662f\u6307\u6bcf\u79d2\u6570\u5341\u4ebf\u6b21\u6d6e\u70b9\u7684\u6570\u91cf\uff0c \u5b83\u51b3\u5b9a\u4e86 GPU \u7684\u8ba1\u7b97\u80fd\u529b\u3002 \u8ba9\u6211\u4eec\u6765\u770b\u770b\u8fd9\u4e9b\u5e74\u8fd9\u4e2a\u6570\u5b57\u662f\u5982\u4f55\u589e\u52a0\u7684\u3002<\/p>\n<p align=\"center\"><img decoding=\"async\" class=\"alignnone size-full wp-image-24428\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2020\/12\/GFLOPS-improvement-across-years.png\" alt=\"GFLOPS improvement across years\" width=\"500\" \/><\/p>\n<p>\u6211\u4eec\u8fd8\u5c06\u8ba1\u7b97\u4e00\u4e2a\u989d\u5916\u7684\u7279\u5f81 \u2013 \u6bcf\u767e\u4e07\u4e2a\u6676\u4f53\u7ba1\u7684 GFLOPS \u6570\u91cf\u3002<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/view.datalore.jetbrains.com\/embed\/44rGrjJyKSjpzwpinCS6gK\/21\" width=\"800\" height=\"312\" frameborder=\"0\"><\/iframe><\/p>\n<h2>\u6210\u5bf9\u5173\u7cfb<\/h2>\n<p>\u5728\u4e0b\u56fe\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5e74\u4efd\u3001\u6676\u4f53\u7ba1\/mm2\u3001GFLOPS\/\u6676\u4f53\u7ba1\u548c TDP \u53c2\u6570\u4e4b\u95f4\u7684\u5173\u7cfb\u3002<\/p>\n<p>&#x1f4a1; <strong>\u89c1\u89e3<\/strong>:<\/p>\n<ul>\n<li>250 W TDP \u5de6\u53f3\u7684\u5cf0\u503c\u662f\u7531 AMD \u548c Nvidia \u7684\u9876\u7ea7\u82af\u7247\u4e2d\u666e\u904d\u5b58\u5728\u8fd9\u4e2a\u6570\u503c\u9020\u6210\u7684\u3002 \u4e0d\u8fc7\uff0cNvidia RTX 30 GPU \u6bd4\u524d\u4ee3\u4ea7\u54c1\u66f4\u9ad8\u6e29\uff1aRTX 3080 \u548c 3090 \u7684 TDP \u5206\u522b\u4e3a 320 W\u548c 350 W\uff0cAMD RX 6800 XT \u4e3a3 20 W\u3002<\/li>\n<li>\u867d\u7136 Nvidia \u7684\u82af\u7247\u4e00\u822c\u90fd\u6bd4 AMD \u5927\uff0c\u4ed6\u4eec\u7684\u82af\u7247\u5c3a\u5bf8\u5dee\u8ddd\u5728 2020 \u5e74\u6bd4\u4ee5\u5f80\u66f4\u5927\uff0c\u56e0\u4e3a\u65b0\u7684 54 \u4ebf\u6676\u4f53\u7ba1 A100 \u82af\u7247\u73b0\u5df2\u53d1\u5e03\u3002 \u4e0d\u8fc7\u6709\u8da3\u7684\u662f\uff0cAMD \u5728\u5c0f\u5c3a\u5bf8\u82af\u7247\u4e0a\u7684 GFLOPS \u548c TDP \u4e0e\u5927\u5c3a\u5bf8\u82af\u7247\u5dee\u4e0d\u591a\u3002<\/li>\n<\/ul>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-24428\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2020\/12\/Number-of-transistors-increase-across-years.png\" alt=\"Number of transistors increase across years\" width=\"800\" \/><\/p>\n<p align=\"center\"><img decoding=\"async\" class=\"alignnone size-full wp-image-24428\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2020\/12\/Pairwise-relations-1.png\" alt=\"Pairwise relations\" width=\"800\" \/><\/p>\n<h2>\u6676\u4f53\u7ba1\u548c GFLOPS \u7684\u5173\u7cfb<\/h2>\n<p>\u4ece\u4e0b\u9762\u7684\u56fe\u4e2d\u6211\u4eec\u53ef\u4ee5\u770b\u5230\uff0cNvidia A100 \u548c Radeon MI100 \u5c3d\u7ba1\u62e5\u6709\u7ea6 2 \u500d\u7684\u6676\u4f53\u7ba1\uff0c\u4f46\u5176 FP32 GFLOPS \u4e0e 2020 \u5e74\u548c 2019 \u5e74\u7684\u5176\u4ed6\u9876\u7ea7 GPU \u5927\u81f4\u76f8\u540c\u3002 \u4f46\u5b83\u4eec\u4ecd\u7136\u660e\u663e\u6162\u4e8e\u684c\u9762\u7ea7 RTX 3090\uff0c\u540e\u8005\u7684 GFLOPS \u6570\u91cf\u51e0\u4e4e\u662f\u5176\u4e24\u500d\u3002<\/p>\n<p>\u7136\u800c\uff0cA100 \u548c MI100 \u5177\u6709\u660e\u663e\u66f4\u5feb\u7684 FP32 \u7a00\u758f\u548c FP16 \u6a21\u5f0f\u3002 \u4f8b\u5982\uff0cRTX3090 \u7684 FP16 \u4ea7\u91cf\u53ea\u6709 35.6 TFLOPS\uff0c\u800c MI100 \u7684\u53ef\u4ee5\u9ad8\u8fbe 184.6\uff0cA100 \u5728\u5904\u7406\u7ed3\u6784\u7a00\u758f\u77e9\u9635\u65f6\u53ef\u4ee5\u8fbe\u5230 624\u3002 \u8fd9\u4f3c\u4e4e\u662f\u7531\u65b0\u7684\u591a\u5b9e\u4f8b GPU \u6280\u672f\u9020\u6210\u7684\uff0c\u8be5\u6280\u672f\u5141\u8bb8 A100 \u88ab\u5206\u9694\u6210 7 \u4e2a GPU \u5b9e\u4f8b\u3002<\/p>\n<p>\u6700\u540e\u4e00\u4e2a\u6709\u8da3\u7684\u89c2\u5bdf\u662f\uff0c\u6bcf\u4e2a\u6676\u4f53\u7ba1\u6570\u91cf\u7684 GFLOPS \u51e0\u4e4e\u6ca1\u6709\u589e\u957f\u3002<\/p>\n<p align=\"center\"><img decoding=\"async\" class=\"alignnone size-full wp-image-24428\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2020\/12\/Transistors-and-GFLOPS-relation-1.png\" alt=\"Transistors and GFLOPS relation\" width=\"600\" \/><\/p>\n<p>&#x1f4a1; \u6700\u540e\u4e00\u4e2a\u6709\u8da3\u7684\u89c2\u5bdf\u662f\uff0c<br \/>\n\u6bcf\u4e2a\u6676\u4f53\u7ba1\u6570\u91cf\u7684 GFLOPS \u51e0\u4e4e\u6ca1\u6709\u589e\u957f\u3002<\/p>\n<p align=\"center\"><img decoding=\"async\" class=\"alignnone size-full wp-image-24428\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2020\/12\/GFLOPSTransistors-across-years.png\" alt=\"GFLOPS\/Transistors across years\" width=\"600\" \/><\/p>\n<p>\u67e5\u770b Datalore \u4e2d\u7684\u603b\u7ed3\u56fe!<\/p>\n<p align=\"center\"><a class=\"jb-download-button\" title=\"Open the notebook\" href=\"https:\/\/view.datalore.jetbrains.com\/notebook\/44rGrjJyKSjpzwpinCS6gK\" target=\"_blank\" rel=\"noopener\">\u6253\u5f00 Notebook<\/a><\/p>\n<p>\u6b22\u8fce\u70b9\u51fb<a href=\"https:\/\/datalore-samples.s3-eu-west-1.amazonaws.com\/tutorials\/gpus_v2.csv\" target=\"_blank\" rel=\"noopener\">\u8fd9\u91cc<\/a>\u83b7\u53d6\u6211\u4eec\u7684 GPU \u6570\u636e\u96c6\u3002\u8bf7\u6ce8\u660e Datalore \u56e2\u961f\u662f\u6570\u636e\u96c6\u7684\u6765\u6e90\u3002 \u6211\u4eec\u5f88\u4e50\u610f\u770b\u5230\u5e76\u4e0e\u6211\u4eec\u7684\u793e\u533a\u5206\u4eab\u4f60\u7684\u4f5c\u54c1\u3002<\/p>\n","protected":false},"author":814,"featured_media":0,"comment_status":"open","ping_status":"open","template":"","categories":[],"tags":[],"cross-post-tag":[],"acf":[],"_links":{"self":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/datalore\/107201"}],"collection":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/datalore"}],"about":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/types\/datalore"}],"author":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/users\/814"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/comments?post=107201"}],"version-history":[{"count":2,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/datalore\/107201\/revisions"}],"predecessor-version":[{"id":325785,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/datalore\/107201\/revisions\/325785"}],"wp:attachment":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/media?parent=107201"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/categories?post=107201"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/tags?post=107201"},{"taxonomy":"cross-post-tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/cross-post-tag?post=107201"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}