最新消息: USBMI致力于为网友们分享Windows、安卓、IOS等主流手机系统相关的资讯以及评测、同时提供相关教程、应用、软件下载等服务。

GPU内存不够用怎么办?(5分钟扩充显存到32GB)

业界 admin 27浏览 0评论

为什么需要swap?

在我使用TENSORFLOW期间,我发现我16GB内存不够用,交换 内存可以将存储空间的一部分用于内存使用。该方法在jetson xavier上实测有效。

在ubuntu上安全快速的创建永久的交换分区(SWAP)方法

开始

  1. -$ df -h

    This will show your file system and how much space you have left.

  2. -$ sudo fallocate -l 8.0G /swapfile

    Create a 8 GB of swap

  3. -$ sudo chmod 600 /swapfile

    Change file permissions

  4. -$ sudo mkswap /swapfile

  5. -$ sudo swapon /swapfile

  6. -$ free -m

    This will show you the swap file is on. You can also pull up the System Monitor

    However this is only temporary. If you reboot, swap file is gone.

  7. -$ sudo nano /etc/fstab

  8. Within this file add the line “/swapfile none swap 0 0”. Do not include the quotes.

    Exit and save file

  9. Now you can reboot and your Swap will be activated.

  10. Then you can successfully train the CIFAR-10 dataset.

Ideally you would want to create a swap partition on an attached SSD or M.2 SSD and not use any of the internal memory.

为什么需要swap?

在我使用TENSORFLOW期间,我发现我16GB内存不够用,交换 内存可以将存储空间的一部分用于内存使用。该方法在jetson xavier上实测有效。

在ubuntu上安全快速的创建永久的交换分区(SWAP)方法

开始

  1. -$ df -h

    This will show your file system and how much space you have left.

  2. -$ sudo fallocate -l 8.0G /swapfile

    Create a 8 GB of swap

  3. -$ sudo chmod 600 /swapfile

    Change file permissions

  4. -$ sudo mkswap /swapfile

  5. -$ sudo swapon /swapfile

  6. -$ free -m

    This will show you the swap file is on. You can also pull up the System Monitor

    However this is only temporary. If you reboot, swap file is gone.

  7. -$ sudo nano /etc/fstab

  8. Within this file add the line “/swapfile none swap 0 0”. Do not include the quotes.

    Exit and save file

  9. Now you can reboot and your Swap will be activated.

  10. Then you can successfully train the CIFAR-10 dataset.

Ideally you would want to create a swap partition on an attached SSD or M.2 SSD and not use any of the internal memory.

与本文相关的文章

发布评论

评论列表 (0)

  1. 暂无评论