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Description: A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning. - Pull requests · tensorflow/model-optimization

Open Graph Description: A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning. - Pull requests · tensorflow/model-optimization

X Description: A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning. - Pull requests · tensorflow/model-optimization

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https://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1259
docs: clarify quantized Add + tanh fusion limitation in TFLitehttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1256
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Create python-package-conda.ymlhttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1210
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https://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1170
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Fix model loading from .keras files in Tensorflow 2.15https://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1123
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Update documentation in quantize.pyhttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1110
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https://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1110
Rewire TensorFlow to rely on tf_keras target.https://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1097
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remove early out in xnnpack pruning policy model traversalhttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1088
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add original weight name as prefix for mask and threshold weightshttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1078
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allow registering custom layers in prune and clustering registries.https://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1070
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Adds documentation for default_n_bit quantization scheme.https://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1045
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Creates non-breaking changes where necessary in preparation for switching all of Keras to new serialization format.https://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1039
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Changes external references to keras.utils.serialize_keras_object/deserialize_keras_object to legacy serialization API in preparation for switching all of Keras to new serialization format.https://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1036
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https://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1036
Update comprehensive_guide.ipynbhttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1029
technique:pruning https://patch-diff.githubusercontent.com/tensorflow/model-optimization/pulls?q=is%3Apr+is%3Aopen+label%3Atechnique%3Apruning
synandihttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3Asynandi
1 https://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1029
https://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1029
Change PruningSummaries to only log pruning informationhttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1027
technique:pruning https://patch-diff.githubusercontent.com/tensorflow/model-optimization/pulls?q=is%3Apr+is%3Aopen+label%3Atechnique%3Apruning
copybara-servicehttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3Aapp%2Fcopybara-service
https://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1027
Replace tensorflow.python.keras with keras. tensorflow.python.keras is an old copy and is deprecated.https://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1019
technique:clustering https://patch-diff.githubusercontent.com/tensorflow/model-optimization/pulls?q=is%3Apr+is%3Aopen+label%3Atechnique%3Aclustering
technique:pruning https://patch-diff.githubusercontent.com/tensorflow/model-optimization/pulls?q=is%3Apr+is%3Aopen+label%3Atechnique%3Apruning
technique:qat https://patch-diff.githubusercontent.com/tensorflow/model-optimization/pulls?q=is%3Apr+is%3Aopen+label%3Atechnique%3Aqat
copybara-servicehttps://patch-diff.githubusercontent.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3Aapp%2Fcopybara-service
https://patch-diff.githubusercontent.com/tensorflow/model-optimization/pull/1019
2https://patch-diff.githubusercontent.com/tensorflow/model-optimization/pulls?page=2&q=is%3Apr+is%3Aopen
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