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pai dsw gpu实例更换nvidia驱动

问题描述

使用PAI DSW创建gpu实例时，没有找到选择nvidia驱动版本选项。不管使用官方的镜像，还是自定义的镜像创建，进入到实例后使用nvidia-smi命令都会发现已经安装好了470版本的驱动。手动卸载驱动关机后，就无法成功启动实例了（状态一直卡在环境准备中）

期待行为

我想用自定义版本的驱动，或者寻求更换驱动的方法。谢谢社区大佬

日志

2024-06-14 10:03:14: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:03:14: [eci.imagecache]Image cache imc-wz9ik1fn82mqg7dsmych is auto created
2024-06-14 10:03:14: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:03:14: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:03:24: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:03:24: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:03:24: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:03:33: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:03:33: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:03:33: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:03:41: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:03:41: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:03:41: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:03:47: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:03:47: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:03:47: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:03:56: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:03:56: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:03:56: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:04:05: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:04:05: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:04:05: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:04:15: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:04:15: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:04:15: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:04:24: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:04:24: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:04:24: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:04:32: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:04:32: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:04:32: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:04:41: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:04:41: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:04:41: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:04:51: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:04:51: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:04:51: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:05:00: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:05:00: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:05:00: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:05:08: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:05:08: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:05:08: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:05:15: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:05:16: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:05:15: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:05:24: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:05:24: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:05:24: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:05:34: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:05:34: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:05:34: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:05:42: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:05:42: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:05:42: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:05:50: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:05:50: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:05:50: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:06:01: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:06:01: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:06:01: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:06:08: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:06:08: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:06:08: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:06:15: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:06:15: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:06:15: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:06:25: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:06:25: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:06:25: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:06:33: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:06:33: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:06:33: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:06:43: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:06:43: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:06:43: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:06:51: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:06:51: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:06:51: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:07:01: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:07:01: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:07:01: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:07:09: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:07:09: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:07:09: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:07:19: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:07:19: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:07:19: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:07:27: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:07:27: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:07:27: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:07:33: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:07:33: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:07:33: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:07:44: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:07:44: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:07:44: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:07:51: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:07:51: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:07:51: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:08:01: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:08:01: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:08:01: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:08:10: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:08:10: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:08:10: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:08:20: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:08:20: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:08:20: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:08:28: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:08:28: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:08:28: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:08:38: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:08:38: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:08:38: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:08:46: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:08:46: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:08:46: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:08:56: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:08:56: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:08:56: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:09:04: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:09:14: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:09:14: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:09:14: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:09:21: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
2024-06-14 10:09:21: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:09:21: [eci.containergroup]Create ECI failed because the specified instance is out of stock. It is recommended to use the multi-zone creation function to avoid the risk of stockout. More info: https://help.aliyun.com/document_detail/157290.html
2024-06-14 10:09:28: [eci.imagecache]Current imageCache imc-wz94zexpsg2skvlpshej is still not full-matched, a new imageCache is needed.
2024-06-14 10:09:28: [eci.imagecache]Successfully hit image cache imc-wz94zexpsg2skvlpshej, eci will be scheduled with this image cache.
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2qomvjm4fsz6o 2024-06-14 10:12:23 75 0
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  • 小Lee

    根据您描述的情况PAI DSW GPU实例默认安装了470版本的驱动，如果需要特定版本的驱动，建议您不要手动卸载或更改驱动，因为这可能导致实例无法正常启动。若需要使用自定义驱动版本，您可能需要联系阿里云技术支持，他们可以提供更专业的指导和解决方案。日志中显示的错误信息提示实例创建失败，可能是由于实例库存不足，请尝试使用多可用区创建功能以避免库存问题，可参考：创建ECS实例时避免库存不足

    2024-06-14 10:53:14
    赞同 3 展开评论 打赏
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大数据与机器学习

人工智能平台PAI

人工智能平台 PAI（Platform for AI，原机器学习平台PAI）是面向开发者和企业的机器学习/深度学习工程平台，提供包含数据标注、模型构建、模型训练、模型部署、推理优化在内的AI开发全链路服务，内置140+种优化算法，具备丰富的行业场景插件，为用户提供低门槛、高性能的云原生AI工程化能力。

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