hub: RuntimeError: Exporting/importing meta graphs is not supported when eager execution is enabled. No graph exists when eager execution is enabled.

(tfjs) ➜  ~ tensorflowjs_converter \
    --input_format=tf_hub \
    'https://tfhub.dev/google/imagenet/mobilenet_v1_100_224/classification/1' \
./test
Loading the module using TF 1.X interface from /var/folders/63/ffmcnx4933gbk9z_7fllm2zw0000gn/T/tfhub_modules/cc14ad57953629a2bbc0ffe52de5afb5518150b2.
WARNING:tensorflow:From /anaconda3/lib/python3.7/site-packages/tensorflow/python/ops/control_flow_ops.py:3632: colocate_with (from tensorflow.python.framework.ops) is deprecated and will be removed in a future version.
Instructions for updating:
Colocations handled automatically by placer.
WARNING: Logging before flag parsing goes to stderr.
W0810 00:45:09.462952 4726969792 deprecation.py:323] From /anaconda3/lib/python3.7/site-packages/tensorflow/python/ops/control_flow_ops.py:3632: colocate_with (from tensorflow.python.framework.ops) is deprecated and will be removed in a future version.
Instructions for updating:
Colocations handled automatically by placer.
2019-08-10 00:45:12.864207: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA
2019-08-10 00:45:12.882761: I tensorflow/core/common_runtime/process_util.cc:71] Creating new thread pool with default inter op setting: 4. Tune using inter_op_parallelism_threads for best performance.
Creating a model with inputs ['images'] and outputs ['module_apply_default/MobilenetV1/Logits/SpatialSqueeze'].
WARNING:tensorflow:From /anaconda3/lib/python3.7/site-packages/tensorflowjs/converters/tf_saved_model_conversion_v2.py:385: convert_variables_to_constants (from tensorflow.python.framework.graph_util_impl) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.compat.v1.graph_util.convert_variables_to_constants
W0810 00:45:14.082165 4726969792 deprecation.py:323] From /anaconda3/lib/python3.7/site-packages/tensorflowjs/converters/tf_saved_model_conversion_v2.py:385: convert_variables_to_constants (from tensorflow.python.framework.graph_util_impl) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.compat.v1.graph_util.convert_variables_to_constants
WARNING:tensorflow:From /anaconda3/lib/python3.7/site-packages/tensorflow/python/framework/graph_util_impl.py:245: extract_sub_graph (from tensorflow.python.framework.graph_util_impl) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.compat.v1.graph_util.extract_sub_graph
W0810 00:45:14.082515 4726969792 deprecation.py:323] From /anaconda3/lib/python3.7/site-packages/tensorflow/python/framework/graph_util_impl.py:245: extract_sub_graph (from tensorflow.python.framework.graph_util_impl) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.compat.v1.graph_util.extract_sub_graph
Traceback (most recent call last):
  File "/anaconda3/bin/tensorflowjs_converter", line 10, in <module>
    sys.exit(main())
  File "/anaconda3/lib/python3.7/site-packages/tensorflowjs/converters/converter.py", line 597, in main
    strip_debug_ops=FLAGS.strip_debug_ops)
  File "/anaconda3/lib/python3.7/site-packages/tensorflowjs/converters/tf_saved_model_conversion_v2.py", line 430, in convert_tf_hub_module
    quantization_dtype, skip_op_check, strip_debug_ops)
  File "/anaconda3/lib/python3.7/site-packages/tensorflowjs/converters/tf_saved_model_conversion_v2.py", line 397, in convert_tf_hub_module_v1
    graph=graph)
  File "/anaconda3/lib/python3.7/site-packages/tensorflowjs/converters/tf_saved_model_conversion_v2.py", line 140, in optimize_graph
    graph_def=graph_def, graph=graph)
  File "/anaconda3/lib/python3.7/site-packages/tensorflow/python/training/saver.py", line 1546, in export_meta_graph
    raise RuntimeError("Exporting/importing meta graphs is not supported when "
RuntimeError: Exporting/importing meta graphs is not supported when eager execution is enabled. No graph exists when eager execution is enabled

$ pip freeze > log
tb-nightly==1.14.0a20190301
tensorboard==1.14.0
tensorflow==2.0.0a0
tensorflow-estimator==1.14.0
tensorflow-estimator-2.0-preview==1.14.0.dev2019080900
tensorflow-hub==0.5.0
tensorflowjs==1.2.6
termcolor==1.1.0
tf-estimator-nightly==1.14.0.dev2019030115
tf-nightly-2.0-preview==2.0.0.dev20190808

When I use tfjs-converter, I had tried in TF 1.14.1, 2.0.0b, a version. but not work.

About this issue

Original URL
State: closed
Created 5 years ago
Comments: 17 (1 by maintainers)

Most upvoted comments

import tensorflow.compat.v1 as tf #To make tf 2.0 compatible with tf1.0 code, we disable the tf2.0 functionalities tf.disable_eager_execution()

This helps.

+56

vishalmhjn on Dec 25, 2019

@vishalmhjn a small change in the code ,it’s changed from tf.disable_eager_execution() to tf.compat.v1.disable_eager_execution()

+11

navan0 on Feb 11, 2020

tensorflow==2.0.0a0 tensorflow_hub==0.5.0 tensorflowjs==1.2.6: Doesn’t work for me. Got the same error

vishalmhjn on Dec 18, 2019

Hi Tae-Hwan,

the tfjs converter should support both old hub modules and new SavedModel 2.0.

Please note:

tensorflowjs 1.2.6 has requirement tensorflow==1.14.0, but you'll have tensorflow 2.0.0a0 which is incompatible.

Still the command you gave works for me at:

tensorflow==2.0.0a0
tensorflowjs==1.2.6
tensorflow-hub==0.5.0

Can you try a clean install, with something like:

pip uninstall tensorflow tensorflow_hub tensorflowjs
pip install tensorflow==2.0.0a0 tensorflow_hub==0.5.0 tensorflowjs==1.2.6

vbardiovskyg on Aug 16, 2019

Works fine with this.

import tensorflow_hub as hub import tensorflow as tf tf.compat.v1.disable_eager_execution()

santhosh432 on Apr 10, 2022

import tensorflow.compat.v1 as tf #To make tf 2.0 compatible with tf1.0 code, we disable the tf2.0 functionalities tf.disable_eager_execution() This helps.

It works for me. Thank you.

also works for me!

feng-bao-ucsf on Nov 10, 2020