tensorflow / tensorflow/model-optimization
model written with tf2.6.0 (not using keras) cannot find instructions to do quantization aware training, only keras model based quantization example can be found
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- Python
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Description
I wrote my code with tensorflow 2.0, some of my code used tf.compat.v1, I'm trying to do quantization aware training for my model, however, I cannot find any functions except keras related quantization functions. My question is to do quantization aware training, do I have to write my model using Keras?
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Research direction
The issue names no files, tests, or entry points. First clarify whether quantization-aware training supports models using tf.compat.v1 without Keras, then identify the applicable API or documentation; done when the supported workflow and its limitations are documented.
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Assessment
- Tech stack
- keras, python
- Domain
- machine-learning
- Issue type
- Documentation
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100