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Issues: tensorflow/model-optimization
Sparsity Runtime Integration with TF/TFLite for Latency Impro...
#173
opened Dec 6, 2019 by
alanchiao
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Internal change.
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
#1169
opened Jan 13, 2025 by
copybara-service
bot
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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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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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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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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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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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Remove APIs / logic that is overdue for removal.
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
#926
opened Jan 31, 2022 by
copybara-service
bot
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Support ops in PruneRegistry
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
#912
opened Jan 11, 2022 by
copybara-service
bot
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Remove experimental modules from top level API
api-review
API review needed
cla: yes
PR contributor has signed CLA
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
technique:qat
Regarding tfmot.quantization.keras (for quantization-aware training) APIs and docs
#848
opened Sep 30, 2021 by
copybara-service
bot
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Add 2x4 structured sparsity model to Model Garden
cla: yes
PR contributor has signed CLA
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
#828
opened Sep 10, 2021 by
copybara-service
bot
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pruning cannnot reduce .h5 model size
bug
Something isn't working
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
#760
opened Jul 12, 2021 by
YsYusaito
Add support for Pruning callback function in Model garden trainer
cla: yes
PR contributor has signed CLA
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
#741
opened Jun 21, 2021 by
copybara-service
bot
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Running MobileNet on XNNPACK
bug
Something isn't working
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
#735
opened Jun 14, 2021 by
rajansaini691
Structural (filter) pruning for convolutional layers
feature request
feature request
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
#732
opened Jun 8, 2021 by
marcelroed
[*.py] Rename "Arguments:" to "Args:"
cla: yes
PR contributor has signed CLA
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
#604
opened Dec 5, 2020 by
SamuelMarks
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sparsity.prune_low_magnitude fails with mixed precision policy mixed_float16
feature request
feature request
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
#409
opened May 28, 2020 by
dsuthar-nvidia
Behaviour of stripped models and sequence masking
bug
Something isn't working
technique:pruning
Regarding tfmot.sparsity.keras APIs and docs
#403
opened May 21, 2020 by
captainproton1971
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