AttributeError: module 'tensorflow._api.v2.train' has no attribute 'slice_input_producer'

[rasutt]

Hi there,

I am trying to test the species model on the example images. At first I got the error

Traceback (most recent call last): File "run.py", line 412, in main() File "run.py", line 351, in main sess = tf.Session(config=tf.ConfigProto( AttributeError: module 'tensorflow' has no attribute 'Session'

So I uncommented the lines

import tensorflow.compat.v1 as tf tf.disable_v2_behavior()

and now I get the error

Traceback (most recent call last): File "run.py", line 412, in main() File "run.py", line 394, in main do_evaluate(sess, args) File "run.py", line 224, in do_evaluate val_images, val_labels, val_info = val_loader.load() File "/home/robinaldridge-sutton/Code/MLWIC2/MLWIC2_helper_files/data_loader.py", line 140, in load filename_queue = tf.train.slice_input_producer([filenames, labels], shuffle= self.shuffle if self.is_training else False) AttributeError: module 'tensorflow._api.v2.train' has no attribute 'slice_input_producer'

I found a recommendation to use tf.data.Dataset.from_tensor_slices, as tf.train.slice_input_producer is apparently now deprecated.

I'm not sure if this package is still being maintained or if there might be something new in the works?

[dlknapps]

Hi there, I was running into similar issues with TensorFlow. After researching, I found that the version of TensorFlow may be the problem. Setting up my environment in Anaconda with Python version 3.7 and Tensorflow version 1.15 fixed the issues. I still received TensorFlow errors in R when running the code, but the Classify function was able to run and produce a .csv file with the AI's suggestions for image identification. [https://github.com/dlknapps/Anaconda-Enviorment-Fix-for-MLWIC2]

[bradyp97]

Hello @mikeyEcology, I received the same error rasutt described last year. Here is the output for your reference. I have r-reticulate activated, Python 3.7, and Tensorflow 1.14, but I am receiving this error. Could you please help me to resolve this?

Your data_info file exists: /Users/bradyparlato/Desktop/image_labels.csv. Your `path_prefix exists: /Users/bradyparlato/Desktop/images. You are not using a Windows computer. Traceback (most recent call last): File "/Users/bradyparlato/Desktop/MLWIC2_helper_files/run.py", line 412, in main() File "/Users/bradyparlato/Desktop/MLWIC2_helper_files/run.py", line 351, in main sess = tf.Session(config=tf.ConfigProto( AttributeError: module 'tensorflow' has no attribute 'Session' The classify function did not run properly.