从tensorflow1迁移到tf2，为什么转换后的脚本仍然可以使用tf1？
我需要将一个项目从tf1迁移到tf2，我看到了这个官方教程，它写得非常好。这是：从tensorflow1迁移到tf2，为什么转换后的脚本仍然可以使用tf1？,tensorflow,Tensorflow,我需要将一个项目从tf1迁移到tf2，我看到了这个官方教程，它写得非常好。这是： Recommended upgrade process The rest of this guide demonstrates how to use the upgrade script. While the upgrade script is easy to use, it is strongly recommended that you use the script as part of the follow
Recommended upgrade process
The rest of this guide demonstrates how to use the upgrade script. While the upgrade script is easy to use, it is strongly recommended that you use the script as part of the following process:
1. Unit Test: Ensure that the code you’re upgrading has a unit test suite with reasonable coverage. This is Python code, so the language won’t protect you from many classes of mistakes. Also ensure that any dependency you have has already been upgraded to be compatible with TensorFlow 2.0.
2.Install TensorFlow 1.14: Upgrade your TensorFlow to the latest TensorFlow 1.x version, at least 1.14. This includes the final TensorFlow 2.0 API in tf.compat.v2.
3.Test With 1.14: Ensure your unit tests pass at this point. You’ll be running >them repeatedly as you upgrade so starting from green is important.
4.Run the upgrade script: Run tf_upgrade_v2 on your entire source tree, tests included.This will upgrade your code to a format where it only uses symbols available in TensorFlow 2.0. Deprecated symbols will be accessed with tf.compat.v1. These will eventually require manual attention, but not immediately.
5. Run the converted tests with TensorFlow 1.14: Your code should still run fine in TensorFlow 1.14. Run your unit tests again. Any error in your tests here means there’s a bug in the upgrade script. Please let us know.
6. Check the upgrade report for warnings and errors: The script writes a report file that explains any conversions you should double-check, or any manual action you need to take. For example: Any remaining instances of contrib will require manual action to remove. Please consult the RFC for more instructions.
7.Install TensorFlow 2.0: At this point, it should be safe to switch to TensorFlow 2.0