Closed ShuangNYU closed 4 years ago
hi, what is the version of your installed tensorflow and tensorflow-hub?
hi, what is the version of your installed tensorflow and tensorflow-hub?
I installed tensorflow==2.2.0 and tensorflow-hub==0.7.0, but it shows a warning when I pip install tensorflow-hub==0.7.0
Collecting tensorflow_hub==0.7.0 Using cached https://files.pythonhosted.org/packages/00/0e/a91780d07592b1abf9c91344ce459472cc19db3b67fdf3a61dca6ebb2f5c/tensorflow_hub-0.7.0-py2.py3-none-any.whl Requirement already satisfied: numpy>=1.12.0 in /usr/local/lib/python3.6/dist-packages (from tensorflow_hub==0.7.0) (1.18.5) Requirement already satisfied: protobuf>=3.4.0 in /usr/local/lib/python3.6/dist-packages (from tensorflow_hub==0.7.0) (3.10.0) Requirement already satisfied: six>=1.10.0 in /usr/local/lib/python3.6/dist-packages (from tensorflow_hub==0.7.0) (1.12.0) Requirement already satisfied: setuptools in /usr/local/lib/python3.6/dist-packages (from protobuf>=3.4.0->tensorflow_hub==0.7.0) (47.3.1) Installing collected packages: tensorflow-hub Successfully installed tensorflow-hub-0.7.0 WARNING: The following packages were previously imported in this runtime: [tensorflow_hub] You must restart the runtime in order to use newly installed versions.
Do you think I am supposed to use another version of tensor flow?
yes, please check the requirements.txt file, which logs the tensorflow and tensorflow-hub version you should use to make it work.
yes, please check the requirements.txt file, which logs the tensorflow and tensorflow-hub version you should use to make it work.
Thanks! I checked the requirements.txt file
, and the listed packages-versions related to tensorflow are:
tensorboard==1.12.2
tensorflow-gpu==1.12.0
tensorflow-hub==0.7.0
I am not familiar with tensorflow but I guess the version of tensorflow is not mentioned in requirements.txt file
. Now the commonly used version of tensorflow should be 2.2.0, so when I pip install tensorboard==1.12.2
, there is an error
ERROR: tensorflow 2.2.0 has requirement tensorboard<2.3.0,>=2.2.0, but you'll have tensorboard 1.12.2 which is incompatible.
I wonder if a lower version of tensorflow can help...
Besides, I found an example code posted on website of USE
, which uses tensorboard==2.2.2
and tensorflow-hub 0.8.0
, but the same error occurred. https://tfhub.dev/google/universal-sentence-encoder-large/3 (overview-example use)
Again, thx so much for your sharing your code!
How about creating a new environment (like a conda environment) and install all packages by running this command: pip install requirements.txt You need to install tensorflow-gpu if you want to use GPU, so its version should be 1.12.0
Update: I think this problem about loading USE is caused by the version of Tensorflow. It should be run under tensorflow v1.0.
If someone use tensorflow v2.0, run code
import tensorflow.compat.v1 as tf
tf.disable_v2_behavior()
instead of import tensorflow as tf
.
To use tf v2.0 is accompanied with some update with associated packages, such as tensorboard 1.12.2--->2.2.2
, but it works well in my case.
Thank you so much for the updates!
When I run
module_url = "https://tfhub.dev/google/universal-sentence-encoder-large/3"
self.embed = hub.Module(module_url)
there is error informed as below:RuntimeError Traceback (most recent call last)