tensorflow / tensorflow/model-optimization

AttributeError: 'NoOpActivation' object has no attribute '__name__'

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bug
Dominant language
Python
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Description

Traceback (most recent call last):
File "train_mobilenetv2_quantization.py", line 368, in
base_model = quantize_model(base_model)
File "/home/huangfei/anaconda3/envs/ImageSearch2/lib/python3.6/site-packages/tensorflow_model_optimization/python/core/quantization/keras/quantize.py", line 138, in quantize_model
return quantize_apply(annotated_model)
File "/home/huangfei/anaconda3/envs/ImageSearch2/lib/python3.6/site-packages/tensorflow_model_optimization/python/core/quantization/keras/quantize.py", line 410, in quantize_apply
unwrapped_model, layer_quantize_map)
File "/home/huangfei/anaconda3/envs/ImageSearch2/lib/python3.6/site-packages/tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_layout_transform.py", line 73, in apply
set(layer_quantize_map.keys()), layer_quantize_map).transform()
File "/home/huangfei/anaconda3/envs/ImageSearch2/lib/python3.6/site-packages/tensorflow_model_optimization/python/core/quantization/keras/graph_transformations/model_transformer.py", line 529, in transform
copy.deepcopy(match_layer_node))
File "/home/huangfei/anaconda3/envs/ImageSearch2/lib/python3.6/site-packages/tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py", line 250, in replacement
return self._replace(relu_layer_node, bn_layer_node, conv_layer_node)
File "/home/huangfei/anaconda3/envs/ImageSearch2/lib/python3.6/site-packages/tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py", line 239, in _replace
keras.activations.serialize(quantize_aware_activation.NoOpActivation())
File "/home/huangfei/anaconda3/envs/ImageSearch2/lib/python3.6/site-packages/tensorflow/python/keras/activations.py", line 287, in serialize
if activation.name in _TF_ACTIVATIONS_V2:
AttributeError: 'NoOpActivation' object has no attribute 'name'

Contributor guide

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First steps

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  3. Fork the repository and make your change on a branch.
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Research direction

Start with the _replace method in tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py and follow the call to keras.activations.serialize shown in the traceback. Reproduce the MobileNetV2 quantization failure, then verify that quantization no longer raises the NoOpActivation name AttributeError.

Written by the indexing model from the issue text.

Assessment

Tech stack
keras, python, tensorflow
Domain
machine-learning
Issue type
Bug
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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