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Pull requests: tensorflow/model-optimization

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Pull requests list

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 Loading…
1
Updates security files
#1118 opened Feb 14, 2024 by copybara-service bot Loading…
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 Loading…
1
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 Loading…
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 Loading…
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 Loading…
1
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 Loading…
Internal test
#1073 opened May 25, 2023 by copybara-service bot Loading…
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 Loading…
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 Loading…
Fix broken link in comprehensive_guide.ipynb technique:pruning Regarding tfmot.sparsity.keras APIs and docs
#1042 opened Feb 18, 2023 by synandi Loading…
1
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 Loading…
Cast using FunctionType instead of input_signature
#1037 opened Feb 6, 2023 by copybara-service bot Loading…
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. technique:pruning Regarding tfmot.sparsity.keras APIs and docs technique:qat Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
#1036 opened Jan 19, 2023 by copybara-service bot Loading…
Update comprehensive_guide.ipynb technique:pruning Regarding tfmot.sparsity.keras APIs and docs
#1029 opened Nov 28, 2022 by synandi Loading…
1
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 Loading…
Replace tensorflow.python.keras with keras. tensorflow.python.keras is an old copy and is deprecated. 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
#1019 opened Nov 1, 2022 by copybara-service bot Loading…
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 Loading…
Internal change technique:pruning Regarding tfmot.sparsity.keras APIs and docs
#1008 opened Aug 11, 2022 by copybara-service bot Loading…
Internal change technique:qat Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
#1007 opened Aug 9, 2022 by copybara-service bot Loading…
Make the utils module public available.
#989 opened Jul 6, 2022 by copybara-service bot Loading…
Removed extra comma after x_train technique:pruning Regarding tfmot.sparsity.keras APIs and docs
#959 opened Apr 11, 2022 by mohantym Loading…
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 Loading…
2
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 Loading…
Internal change technique:qat Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
#930 opened Feb 7, 2022 by copybara-service bot Loading…
ProTip! Exclude everything labeled bug with -label:bug.