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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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Automated Code Changehttps://github.com/tensorflow/model-optimization/pull/1294
copybara-servicehttps://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3Aapp%2Fcopybara-service
https://github.com/tensorflow/model-optimization/pull/1294
Automated Code Changehttps://github.com/tensorflow/model-optimization/pull/1293
copybara-servicehttps://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3Aapp%2Fcopybara-service
https://github.com/tensorflow/model-optimization/pull/1293
Automated Code Changehttps://github.com/tensorflow/model-optimization/pull/1292
copybara-servicehttps://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3Aapp%2Fcopybara-service
https://github.com/tensorflow/model-optimization/pull/1292
Fix an issue where multiple instances of DefaultNBitQuantizeRegistry could interfere with each other's configuration.https://github.com/tensorflow/model-optimization/pull/1291
copybara-servicehttps://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3Aapp%2Fcopybara-service
https://github.com/tensorflow/model-optimization/pull/1291
Fix #1272: tensorflow-model-optimization fails to import in official ...https://github.com/tensorflow/model-optimization/pull/1276
JiwaniZakirhttps://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3AJiwaniZakir
1 https://github.com/tensorflow/model-optimization/issues/1276/linked_closing_reference?reference_location=REPO_ISSUES_INDEX
1 https://github.com/tensorflow/model-optimization/pull/1276
https://github.com/tensorflow/model-optimization/pull/1276
Internal change.https://github.com/tensorflow/model-optimization/pull/1273
copybara-servicehttps://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3Aapp%2Fcopybara-service
https://github.com/tensorflow/model-optimization/pull/1273
docs: clarify quantized Add + tanh fusion limitation in TFLitehttps://github.com/tensorflow/model-optimization/pull/1256
Atchayasree03https://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3AAtchayasree03
1 https://github.com/tensorflow/model-optimization/pull/1256
https://github.com/tensorflow/model-optimization/pull/1256
Upgrade GitHub Actions for Node 24 compatibilityhttps://github.com/tensorflow/model-optimization/pull/1234
salmanmkchttps://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3Asalmanmkc
https://github.com/tensorflow/model-optimization/pull/1234
Create python-package-conda.ymlhttps://github.com/tensorflow/model-optimization/pull/1210
psanogohttps://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3Apsanogo
1 https://github.com/tensorflow/model-optimization/pull/1210
https://github.com/tensorflow/model-optimization/pull/1210
Fixed typohttps://github.com/tensorflow/model-optimization/pull/1170
federicobozzinihttps://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3Afedericobozzini
1 https://github.com/tensorflow/model-optimization/pull/1170
https://github.com/tensorflow/model-optimization/pull/1170
Internal change.https://github.com/tensorflow/model-optimization/pull/1169
technique:pruning https://github.com/tensorflow/model-optimization/pulls?q=is%3Apr+is%3Aopen+label%3Atechnique%3Apruning
copybara-servicehttps://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3Aapp%2Fcopybara-service
https://github.com/tensorflow/model-optimization/pull/1169
Fix model loading from .keras files in Tensorflow 2.15https://github.com/tensorflow/model-optimization/pull/1123
technique:qat https://github.com/tensorflow/model-optimization/pulls?q=is%3Apr+is%3Aopen+label%3Atechnique%3Aqat
MaierOli2010https://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3AMaierOli2010
1 https://github.com/tensorflow/model-optimization/pull/1123
https://github.com/tensorflow/model-optimization/pull/1123
Updates security fileshttps://github.com/tensorflow/model-optimization/pull/1118
copybara-servicehttps://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3Aapp%2Fcopybara-service
https://github.com/tensorflow/model-optimization/pull/1118
Update documentation in quantize.pyhttps://github.com/tensorflow/model-optimization/pull/1110
technique:qat https://github.com/tensorflow/model-optimization/pulls?q=is%3Apr+is%3Aopen+label%3Atechnique%3Aqat
TheCrazyThttps://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3ATheCrazyT
1 https://github.com/tensorflow/model-optimization/pull/1110
https://github.com/tensorflow/model-optimization/pull/1110
Rewire TensorFlow to rely on tf_keras target.https://github.com/tensorflow/model-optimization/pull/1097
technique:pruning https://github.com/tensorflow/model-optimization/pulls?q=is%3Apr+is%3Aopen+label%3Atechnique%3Apruning
copybara-servicehttps://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3Aapp%2Fcopybara-service
https://github.com/tensorflow/model-optimization/pull/1097
remove early out in xnnpack pruning policy model traversalhttps://github.com/tensorflow/model-optimization/pull/1088
technique:pruning https://github.com/tensorflow/model-optimization/pulls?q=is%3Apr+is%3Aopen+label%3Atechnique%3Apruning
christian-steinmeyerhttps://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3Achristian-steinmeyer
https://github.com/tensorflow/model-optimization/pull/1088
add original weight name as prefix for mask and threshold weightshttps://github.com/tensorflow/model-optimization/pull/1078
technique:pruning https://github.com/tensorflow/model-optimization/pulls?q=is%3Apr+is%3Aopen+label%3Atechnique%3Apruning
christian-steinmeyerhttps://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3Achristian-steinmeyer
1 https://github.com/tensorflow/model-optimization/pull/1078
https://github.com/tensorflow/model-optimization/pull/1078
Internal testhttps://github.com/tensorflow/model-optimization/pull/1073
copybara-servicehttps://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3Aapp%2Fcopybara-service
https://github.com/tensorflow/model-optimization/pull/1073
allow registering custom layers in prune and clustering registries.https://github.com/tensorflow/model-optimization/pull/1070
api-review https://github.com/tensorflow/model-optimization/pulls?q=is%3Apr+is%3Aopen+label%3Aapi-review
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aaarrtihttps://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3Aaaarrti
https://github.com/tensorflow/model-optimization/pull/1070
Adds documentation for default_n_bit quantization scheme.https://github.com/tensorflow/model-optimization/pull/1045
technique:qat https://github.com/tensorflow/model-optimization/pulls?q=is%3Apr+is%3Aopen+label%3Atechnique%3Aqat
guynichhttps://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3Aguynich
https://github.com/tensorflow/model-optimization/pull/1045
Fix broken link in comprehensive_guide.ipynbhttps://github.com/tensorflow/model-optimization/pull/1042
technique:pruning https://github.com/tensorflow/model-optimization/pulls?q=is%3Apr+is%3Aopen+label%3Atechnique%3Apruning
synandihttps://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3Asynandi
1 https://github.com/tensorflow/model-optimization/pull/1042
https://github.com/tensorflow/model-optimization/pull/1042
Creates non-breaking changes where necessary in preparation for switching all of Keras to new serialization format.https://github.com/tensorflow/model-optimization/pull/1039
technique:clustering https://github.com/tensorflow/model-optimization/pulls?q=is%3Apr+is%3Aopen+label%3Atechnique%3Aclustering
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https://github.com/tensorflow/model-optimization/pull/1039
Cast using FunctionType instead of input_signaturehttps://github.com/tensorflow/model-optimization/pull/1037
copybara-servicehttps://github.com/tensorflow/model-optimization/issues?q=is%3Apr+is%3Aopen+author%3Aapp%2Fcopybara-service
https://github.com/tensorflow/model-optimization/pull/1037
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://github.com/tensorflow/model-optimization/pull/1036
technique:pruning https://github.com/tensorflow/model-optimization/pulls?q=is%3Apr+is%3Aopen+label%3Atechnique%3Apruning
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https://github.com/tensorflow/model-optimization/pull/1036
Update comprehensive_guide.ipynbhttps://github.com/tensorflow/model-optimization/pull/1029
technique:pruning https://github.com/tensorflow/model-optimization/pulls?q=is%3Apr+is%3Aopen+label%3Atechnique%3Apruning
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Nexthttps://github.com/tensorflow/model-optimization/pulls?page=2&q=is%3Apr+is%3Aopen
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