Top 21 Attributeerror Module Tensorflow Has No Attribute Contrib 3285 People Liked This Answer

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Fix AttributeError: module ‘tensorflow’ has no attribute ‘contrib’ | Tensorflow object detection api

Module ‘tensorflow’ has no attribute ‘contrib’ – Stack Overflow

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Module ‘tensorflow’ has no attribute ‘contrib’ – Stack Overflow

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attributeerror module tensorflow has no attribute contrib ( Solution ) –

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Module ‘tensorflow’ has no attribute ‘contrib’

I am trying to train my own custom object detector using Tensorflow Object-Detection-API

I installed the tensorflow using “pip install tensorflow” in my google compute engine. Then I followed all the instructions on this site: https://tensorflow-object-detection-api-tutorial.readthedocs.io/en/latest/training.html

When I try to use train.py I am getting this error message:

Traceback (most recent call last): File “train.py”, line 49, in from object_detection.builders import dataset_builder File “/usr/local/lib/python3.6/dist-packages/object_detection-0.1->py3.6.egg/object_detection/builders/dataset_builder.py”, line 27, in from object_detection.data_decoders import tf_example_decoder File “/usr/local/lib/python3.6/dist-packages/object_detection-0.1-py3.6.egg/object_detection/data_decoders/tf_example_decoder.py”, line 27, in slim_example_decoder = tf.contrib.slim.tfexample_decoder AttributeError: module ‘tensorflow’ has no attribute ‘contrib’

Also I am getting different results when I try to learn version of tensorflow.

python3 -c ‘import tensorflow as tf; print(tf.version)’ : 2.0.0-dev20190422

and when I use

pip3 show tensorflow: Name: tensorflow Version: 1.13.1 Summary: TensorFlow is an open source machine learning framework for everyone. Home-page: https://www.tensorflow.org/ Author: Google Inc. Author-email: [email protected] License: Apache 2.0 Location: /usr/local/lib/python3.6/dist-packages Requires: gast, astor, absl-py, tensorflow-estimator, keras-preprocessing, grpcio, six, keras-applications, wheel, numpy, tensorboard, protobuf, termcolor Required-by:

sudo python3 train.py –logtostderr –train_dir=training/ — pipeline_config_path=training/ssd_inception_v2_coco.config

What should I do to solve this problem? I couldn’t find anything about this error message except this: tensorflow ‘module’ object has no attribute ‘contrib’

attributeerror: module tensorflow has no attribute contrib ( Solved )

Attributeerror: module tensorflow has no attribute contrib error mainly occurs because of version incompatibility of tf.contrib module. Since this module is not available in TF 2.0 version. It was earlier part of Tensorflow 1.x series. In this article, we will see the best fixes for this error in details. So Lets start-

attributeerror: module tensorflow has no attribute contrib ( Solution ) –

There are multiple ways to fix this issue. Lets understand them seperately .

Solution 1: Converting Tensorflow 1. x based code to Tensorflow 2. x version –

It seems a big task but trusts me, It is just one-line command. We can pass the complete code base for tensorflow 1.x. The tf_upgrade_v2 script will replace the incompatibility for all such functions and syntax. You may try the below command.

$tf_upgrade_v2 –intree code_1.x/ –outtree code_2.x/ –reportfile log.txt

Here code_1.x is Tensorflow 1.x code base. The code_2.x is a converted code base. The log.txt will contains the details of any mid-exception etc.

Solution 2: Downgrading the Tensorflow version –

If we are allowed to do so then we can opt for this easiest option. We can change the version of the TensorFlow module in out server/ system. Actually, the root cause for this error was running the syntax-based out of Tensorflow 1. x in the environment of Tensorflow 2. x series. If we change the environment then we can simply fix this error.

For changing the version of tensorflow, You can either try pip, conda or any other packager manager. Here we are proving the command for pip package manager-

pip install tensorflow==1.2.1

Here we can change the version for tensorflow on the basis of compatibility.

Solution 3: Manually replacing incompatible code pieces –

This is one of the hardest way to fix this error. But still, it is a solution. As we know tf.contrib is an incompatible field. Hence we will use its compatible alternative which is

tf.compat.v1.estimator

. It will fix the problem.

Thanks

Data Science Learner Team

[FIXED] Module ‘tensorflow’ has no attribute ‘contrib’

Issue

I am trying to train my own custom object detector using Tensorflow Object-Detection-API

I installed the tensorflow using “pip install tensorflow” in my google compute engine. Then I followed all the instructions on this site: https://tensorflow-object-detection-api-tutorial.readthedocs.io/en/latest/training.html

When I try to use train.py I am getting this error message:

Traceback (most recent call last): File “train.py”, line 49, in from object_detection.builders import dataset_builder File “/usr/local/lib/python3.6/dist-packages/object_detection-0.1->py3.6.egg/object_detection/builders/dataset_builder.py”, line 27, in from object_detection.data_decoders import tf_example_decoder File “/usr/local/lib/python3.6/dist-packages/object_detection-0.1-py3.6.egg/object_detection/data_decoders/tf_example_decoder.py”, line 27, in slim_example_decoder = tf.contrib.slim.tfexample_decoder AttributeError: module ‘tensorflow’ has no attribute ‘contrib’

Also I am getting different results when I try to learn version of tensorflow.

python3 -c ‘import tensorflow as tf; print(tf.version)’ : 2.0.0-dev20190422

and when I use

pip3 show tensorflow: Name: tensorflow Version: 1.13.1 Summary: TensorFlow is an open source machine learning framework for everyone. Home-page: https://www.tensorflow.org/ Author: Google Inc. Author-email: [email protected] License: Apache 2.0 Location: /usr/local/lib/python3.6/dist-packages Requires: gast, astor, absl-py, tensorflow-estimator, keras-preprocessing, grpcio, six, keras-applications, wheel, numpy, tensorboard, protobuf, termcolor Required-by:

sudo python3 train.py –logtostderr –train_dir=training/ — pipeline_config_path=training/ssd_inception_v2_coco.config

What should I do to solve this problem? I couldn’t find anything about this error message except this: tensorflow ‘module’ object has no attribute ‘contrib’

Solution

tf.contrib has moved out of TF starting TF 2.0 alpha.

Take a look at these tf 2.0 release notes https://github.com/tensorflow/tensorflow/releases/tag/v2.0.0-alpha0

You can upgrade your TF 1.x code to TF 2.x using the tf_upgrade_v2 script https://www.tensorflow.org/alpha/guide/upgrade

Answered By – mlneural03

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Top 21 Attributeerror Module Tensorflow Has No Attribute Contrib 3285 People Liked This Answer

Module ‘tensorflow’ has no attribute ‘contrib’ – Stack Overflow

attributeerror: module tensorflow has no attribute contrib ( Solved )

[FIXED] Module ‘tensorflow’ has no attribute ‘contrib’ ~ PythonFixing

[FIXED] Module ‘tensorflow’ has no attribute ‘contrib’ ~ PythonFixing

AttributeError: module ‘tensorflow_core.compat.v1’ has no attribute ‘contrib’ – Dtuto

Module ‘tensorflow’ has no attribute ‘contrib’

attributeerror: module tensorflow has no attribute contrib ( Solved )

[FIXED] Module ‘tensorflow’ has no attribute ‘contrib’

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