Pull requests: tensorflow/model-optimization
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Fix model loading from .keras files in Tensorflow 2.15
technique:qat
Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
#1123
opened Mar 8, 2024 by
MaierOli2010
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Update documentation in quantize.py
technique:qat
Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
#1110
opened Jan 28, 2024 by
TheCrazyT
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Rewire TensorFlow to rely on tf_keras target.
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
#1097
opened Sep 14, 2023 by
copybara-service
bot
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remove early out in xnnpack pruning policy model traversal
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
#1088
opened Aug 18, 2023 by
christian-steinmeyer
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add original weight name as prefix for mask and threshold weights
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
#1078
opened Jun 28, 2023 by
christian-steinmeyer
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Extract _clone_model_with_weights from quantize_apply
technique:qat
Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
#1076
opened Jun 5, 2023 by
tbekolay
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allow registering custom layers in prune and clustering registries.
api-review
API review needed
technique:clustering
Regarding tfmot.clustering.keras APIs and docs
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
#1070
opened May 14, 2023 by
aaarrti
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Adds documentation for default_n_bit quantization scheme.
technique:qat
Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
#1045
opened Feb 28, 2023 by
guynich
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Fix broken link in comprehensive_guide.ipynb
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
#1042
opened Feb 18, 2023 by
synandi
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Creates non-breaking changes where necessary in preparation for switching all of Keras to new serialization format.
technique:clustering
Regarding tfmot.clustering.keras APIs and docs
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
technique:qat
Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
#1039
opened Feb 10, 2023 by
copybara-service
bot
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Cast using FunctionType instead of input_signature
#1037
opened Feb 6, 2023 by
copybara-service
bot
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Changes external references to Regarding tfmot.sparsity.keras APIs and docs
technique:qat
Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
keras.utils.serialize_keras_object/deserialize_keras_object to legacy serialization API in preparation for switching all of Keras to new serialization format.
technique:pruning
#1036
opened Jan 19, 2023 by
copybara-service
bot
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Update comprehensive_guide.ipynb
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
#1029
opened Nov 28, 2022 by
synandi
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Change PruningSummaries to only log pruning information
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
#1027
opened Nov 24, 2022 by
copybara-service
bot
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Replace Regarding tfmot.clustering.keras APIs and docs
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
technique:qat
Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
tensorflow.python.keras with keras. tensorflow.python.keras is an old copy and is deprecated.
technique:clustering
#1019
opened Nov 1, 2022 by
copybara-service
bot
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Switches Keras object serialization to new logic and changes public API for deserialize_keras_object/serialize_keras_object to the new functions.
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
technique:qat
Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
#1016
opened Oct 13, 2022 by
copybara-service
bot
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Internal change
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
#1008
opened Aug 11, 2022 by
copybara-service
bot
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Internal change
technique:qat
Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
#1007
opened Aug 9, 2022 by
copybara-service
bot
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Removed extra comma after x_train
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
#959
opened Apr 11, 2022 by
mohantym
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Typo Fix in Quantization Training Example
technique:qat
Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
#943
opened Mar 14, 2022 by
CedArctic
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Basic implementation for ternarization
technique:qat
Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
#932
opened Feb 10, 2022 by
copybara-service
bot
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Internal change
technique:qat
Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
#930
opened Feb 7, 2022 by
copybara-service
bot
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