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tensorflow
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model-optimization
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
https://www.tensorflow.org/model_optimization
Apache License 2.0
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[clustering] Possible wrong call of the centroids initializer from the ClusterWeights wrapper
#939
aserenko
opened
2 years ago
1
LSTMPeephole package removed: Pypi not updated
#938
rsanthanam-amd
opened
2 years ago
0
refactor with list comprehension
#937
idiomaticrefactoring
closed
2 years ago
1
Adds EPR algorithm to TF-MOT.
#936
copybara-service[bot]
closed
2 years ago
0
Remove experimental.PeepholeLSTMCell from the API.
#935
copybara-service[bot]
closed
2 years ago
0
Improve the compatibility for the `FixInputOutputRangeTest`.
#934
copybara-service[bot]
closed
2 years ago
0
Add DenseBatchNorm.* transforms to default_n_bit scheme
#933
copybara-service[bot]
closed
2 years ago
0
Basic implementation for ternarization
#932
copybara-service[bot]
opened
2 years ago
0
Update release notes and version for TFMOT release 0.7.1.
#931
copybara-service[bot]
closed
2 years ago
0
Internal change
#930
copybara-service[bot]
opened
2 years ago
0
Add `fix_input_output_range` method that fix the input and output range after apply quantize.
#929
copybara-service[bot]
closed
2 years ago
0
`prune_low_magnitude` can only prune an object of the following types: tf.keras.models.Sequential, tf.keras functional model, tf.keras.layers.Layer, list of tf.keras.layers.Layer. You passed an object of type: KerasTensor.
#928
sid1276
closed
2 years ago
3
Internal change
#927
copybara-service[bot]
closed
2 years ago
0
Remove APIs / logic that is overdue for removal.
#926
copybara-service[bot]
opened
2 years ago
0
Add quantize_output property to Default8BitActivationQuantizeConfig and Default8BitOutputQuantizeConfig to allow loading output quantize disabled wrapped layers from disk
#925
copybara-service[bot]
closed
2 years ago
0
Support for tensorflow hub layers
#924
albertnanda
opened
2 years ago
1
Support quantization of gelu activation
#923
copybara-service[bot]
closed
2 years ago
0
GELU - Keras Layer
#922
arm-ashleybutcher
opened
2 years ago
0
Fix errors on 2 by 4 sparsity tutorial page
#921
copybara-service[bot]
closed
2 years ago
1
Support of clustering per channel in (P)CQAT.
#920
wwwind
closed
2 years ago
0
Fit typo.
#919
copybara-service[bot]
closed
2 years ago
1
Should the output of `Softmax` be quantized in the Default 8-bit Registry?
#918
l-oneil
closed
2 years ago
1
Changes the use of `dict` to `OrderedDict` in py_utils.py
#917
copybara-service[bot]
closed
2 years ago
0
Internal experiment.
#916
copybara-service[bot]
closed
2 years ago
0
Changes the use of `dict` to `OrderedDict` in gather_encoder.py and simple_encoder.py.
#915
copybara-service[bot]
closed
2 years ago
0
Add experimental.SyncBatchNormalization to Prune Registry
#914
copybara-service[bot]
closed
2 years ago
0
Changes the use of `dict` to `OrderedDict`.
#913
copybara-service[bot]
closed
2 years ago
0
Support ops in PruneRegistry
#912
copybara-service[bot]
opened
2 years ago
0
TFLite: Maxpool layers (ops) don't behave as intended (VGG16 example)
#911
abarajithan11
closed
2 years ago
5
Fix metric function to deliver information to api doc generator.
#910
copybara-service[bot]
closed
2 years ago
0
internal change
#909
copybara-service[bot]
closed
2 years ago
0
Avoid copying the test logs when the Git repo dir and artifact dir are the same file.
#908
copybara-service[bot]
closed
2 years ago
0
Add python3-virtualenv as dependency for the CI scripts
#907
copybara-service[bot]
closed
2 years ago
0
Make the install/import smoke test handle consecutive runs.
#906
copybara-service[bot]
closed
2 years ago
0
Add DRIVE tensor encoder
#905
amitport
opened
2 years ago
0
Add a smoke test that installs then tries to import TFMOT
#904
copybara-service[bot]
closed
2 years ago
0
Learnable Scale Quantizer?
#903
ice-tong
closed
2 years ago
1
Activity Regularizer not working with `tf.function` in TF2.7
#902
UlionTse
closed
2 years ago
1
the API doc of prune_low_magnitude seems to be incomplete
#901
duyongqi
opened
2 years ago
1
Document how to manually run the CI scripts
#900
copybara-service[bot]
closed
2 years ago
0
Allow to specify the Git repo location as an environment variable in CI scripts
#899
copybara-service[bot]
closed
2 years ago
0
Gather test logs as CI artifacts
#898
copybara-service[bot]
closed
2 years ago
0
Exclude enormous-sized tests from the CI
#897
copybara-service[bot]
closed
2 years ago
0
Make CI scripts more strict
#896
copybara-service[bot]
closed
2 years ago
0
Update the Ubuntu CI Dockerfile
#895
copybara-service[bot]
closed
2 years ago
0
Add compat_v1 batchnorm to PruneRegistry
#894
copybara-service[bot]
closed
2 years ago
0
Add better error messages when attempting to quantize Lambda layers.
#893
copybara-service[bot]
closed
2 years ago
0
Internal Change
#892
copybara-service[bot]
closed
2 years ago
0
Fix compression API README file.
#891
copybara-service[bot]
closed
2 years ago
0
Minor update to the unit test for the upcoming Keras RNG change.
#890
copybara-service[bot]
closed
2 years ago
0
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