Output node names

[vagi8]

Issue Summary

I am planning to convert your caffe model to tensorflow lite. for which i ll be needing your output node names (for the command tensorflowjs_converter ) i use caffe-tensorflow and generated a pb inference graph. when i try to put it in tensorboard/ netron, i am unable to discern the output node name. Please Help.

Executed Command (if any)

I tried output node names as the following 'import/Mconv7_stage6/BiasAdd' 'BiasAdd'

OpenPose Output (if any)

N/A

Errors (if any)

KeyError: "The name 'import/Mconv7_stage6/BiasAdd' refers to an Operation not in the graph."

Type of Issue

• Help wanted
• Question

Your System Configuration

1. Traceback (most recent call last): File "/home/ai/anaconda3/envs/tfjs/bin/tensorflowjs_converter", line 8, in <module> sys.exit(pip_main()) File "/home/ai/anaconda3/envs/tfjs/lib/python3.7/site-packages/tensorflowjs/converters/converter.py", line 757, in pip_main main([' '.join(sys.argv[1:])]) File "/home/ai/anaconda3/envs/tfjs/lib/python3.7/site-packages/tensorflowjs/converters/converter.py", line 761, in main convert(argv[0].split(' ')) File "/home/ai/anaconda3/envs/tfjs/lib/python3.7/site-packages/tensorflowjs/converters/converter.py", line 744, in convert experiments=args.experiments) File "/home/ai/anaconda3/envs/tfjs/lib/python3.7/site-packages/tensorflowjs/converters/tf_saved_model_conversion_v2.py", line 433, in convert_tf_frozen_model experiments=experiments) File "/home/ai/anaconda3/envs/tfjs/lib/python3.7/site-packages/tensorflowjs/converters/tf_saved_model_conversion_v2.py", line 135, in optimize_graph graph.add_to_collection('train_op', graph.get_operation_by_name(name)) File "/home/ai/anaconda3/envs/tfjs/lib/python3.7/site-packages/tensorflow/python/framework/ops.py", line 3798, in get_operation_by_name return self.as_graph_element(name, allow_tensor=False, allow_operation=True) File "/home/ai/anaconda3/envs/tfjs/lib/python3.7/site-packages/tensorflow/python/framework/ops.py", line 3670, in as_graph_element return self._as_graph_element_locked(obj, allow_tensor, allow_operation) File "/home/ai/anaconda3/envs/tfjs/lib/python3.7/site-packages/tensorflow/python/framework/ops.py", line 3730, in _as_graph_element_locked "graph." % repr(name)) KeyError: "The name 'import/Mconv7_stage6/BiasAdd' refers to an Operation not in the graph."

2. OpenPose version: OpenPose v1.6.0

3. General configuration:

   • Installation mode: CMake
   • Operating system : Ubuntu 18.04.4 LTS
   • Operating system version: 18
   • Release or Debug mode: release
   • Compiler: Gcc 7.5.0

4. Non-default settings: N/A

5. 3rd-party software:

   • Caffe version: Default from OpenPose
   • CMake version: 3.17.0
   • OpenCV version: 3.2.0

6. If GPU mode issue:

   • CUDA version (cat /usr/local/cuda/version.txt in most cases): 10.1.243
   • GPU model (nvidia-smi in Ubuntu): GTX 1060 6GB

7. If CPU-only mode issue: N/A

8. If Python API: N/A

9. If Windows system: N/A

10. If speed performance issue: N/A

[gineshidalgo99]

Not familiar with TensorFlow, what is exactly what you need help with?

[stale[bot]]

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.