model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning. (by tensorflow)
Review Tensorflow Machine Learning Deep Learning Optimization quantized-neural-networks quantized-networks quantized-training Keras model-compression Compression ML pruning sparsity quantization
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tensorflow.org
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  • Need Help With Pruning Model Weights in Tensorflow 2
    1 project | /r/tensorflow | 7 Jun 2021
    I have been following the example shown here, and so far I've had mixed results and wanted to ask for some help because the resources I've found online have not been able to answer some of my questions (perhaps because some of these are obvious and I am just being dumb).

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1
1,538
4.1
7 days ago

tensorflow/model-optimization is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of model-optimization is Python.

Popular Comparisons

  1. model-optimization VS qkeras
  2. model-optimization VS deepsparse
  3. model-optimization VS aimet
  4. model-optimization VS nncf
  5. model-optimization VS only_train_once_personal_footprint
  6. model-optimization VS Pretrained-Language-Model
  7. model-optimization VS 3d-model-convert-to-gltf
  8. model-optimization VS sparseml
  9. model-optimization VS Torch-Pruning
  10. model-optimization VS larq

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