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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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Determinism is not yet supported in GPU implementation of FakeQuantWithMinMaxVarsGradient
#1087
puelon
closed
10 months ago
2
QAT aware training for mobilenetV2 not working
#1086
christophezeinaty
opened
10 months ago
1
AttributeError: 'CustomLayerMaxPooling1D' object has no attribute 'kernel'
#1085
konstantinatopali
opened
10 months ago
1
Custom_Layer Quantization with custom training (QAT)
#1084
ManishwarG
opened
10 months ago
2
Internal Code Change
#1083
copybara-service[bot]
closed
11 months ago
0
[NumPy] Fix test failures under NumPy 1.25.
#1082
copybara-service[bot]
closed
11 months ago
0
Increase the tolerance to remove flakiness
#1081
copybara-service[bot]
closed
11 months ago
0
Fix broken TFMO tests after Sequential serialization fix.
#1080
copybara-service[bot]
closed
1 year ago
0
Cannot `pip install` nightly
#1079
christian-steinmeyer
opened
1 year ago
2
add original weight name as prefix for mask and threshold weights
#1078
christian-steinmeyer
opened
1 year ago
1
Cannot save pruned model with MultiHeadAttention Layer
#1077
christian-steinmeyer
opened
1 year ago
2
Extract _clone_model_with_weights from quantize_apply
#1076
tbekolay
opened
1 year ago
0
Internal Code Change
#1075
copybara-service[bot]
closed
1 year ago
0
Block epr_test until deps issue is resolved.
#1074
copybara-service[bot]
closed
1 year ago
0
Internal test
#1073
copybara-service[bot]
opened
1 year ago
0
Update release notes and version for TFMOT release 0.7.5.
#1072
copybara-service[bot]
closed
1 year ago
0
Fix compatibility issues for the TF/Keras 2.13.
#1071
copybara-service[bot]
closed
1 year ago
0
allow registering custom layers in prune and clustering registries.
#1070
aaarrti
opened
1 year ago
0
allow registering custom layers
#1069
aaarrti
closed
1 year ago
1
Quantization introduces inconsistencies during distributed training
#1068
jiannanWang
closed
1 year ago
1
trainable=False doesn't work for QuantizeWrapperV2
#1067
jiannanWang
opened
1 year ago
1
Does Post-training full integer quantization support BERT?
#1066
MrRace
opened
1 year ago
1
Silence some pytype errors.
#1065
copybara-service[bot]
closed
1 year ago
0
some questions about quantization in TensorFlow
#1064
rthenamvar
opened
1 year ago
0
Stripping disconnects input layer from graph
#1063
christian-steinmeyer
opened
1 year ago
0
`tf.split` or `tf.transpose` cause errors for quantize-aware training with `quantize_apply`
#1062
Janus-Shiau
opened
1 year ago
4
The input order of concatenate layer is changed, when use quantize_model interface.
#1061
fhahaha
opened
1 year ago
1
Handle the error type reflect to the keras update.
#1060
copybara-service[bot]
closed
1 year ago
0
Some error checking logics are updated due to cl/524418506.
#1059
copybara-service[bot]
closed
1 year ago
0
Change the term 'blacklist' -> 'denylist'.
#1058
copybara-service[bot]
closed
1 year ago
0
Create a local copy of `keras.utils.generic_utils.to_snake_case` at `pruning_wrapper.py`.
#1057
copybara-service[bot]
closed
1 year ago
0
CQAT fails to preserve clusters on ResNet-50
#1056
funkyyyyyy
opened
1 year ago
1
Split large target under python/training/ and redirect references to the small targets.
#1055
copybara-service[bot]
closed
1 year ago
0
[notebook] Use stable tensorflow release rather than nightly version.
#1054
copybara-service[bot]
closed
1 year ago
1
tfl.concatenation op quantization parameters violate the same scale constraint
#1053
akrapukhin
closed
10 months ago
2
Update release notes and version for TFMOT release 0.7.4.
#1052
copybara-service[bot]
closed
1 year ago
0
Cannot prune models with tensorflow operations
#1051
useruser2023
closed
1 year ago
6
Creates non-breaking changes where necessary in preparation for switching all of Keras to new serialization format.
#1050
copybara-service[bot]
closed
1 year ago
0
Redirect references from `control_flow_ops.cond` to `cond.cond`.
#1049
copybara-service[bot]
closed
1 year ago
0
Move usages of `python/util:util` to the newly split up targets.
#1048
copybara-service[bot]
closed
1 year ago
0
Delete python2 imports from tensor encoding stages.
#1047
copybara-service[bot]
closed
1 year ago
0
Add encoding type preservation support for float16 and bfloat16.
#1046
copybara-service[bot]
closed
1 year ago
0
Adds documentation for default_n_bit quantization scheme.
#1045
guynich
opened
1 year ago
0
Adds documentation for the default_n_bit quantization scheme.
#1044
guynich
closed
1 year ago
2
Update file-paths for collaborative optimizations in QAT
#1043
SaoirseARM
closed
1 year ago
0
Fix broken link in comprehensive_guide.ipynb
#1042
synandi
opened
1 year ago
1
Creates non-breaking changes where necessary in preparation for switching all of Keras to new serialization format.
#1041
copybara-service[bot]
closed
1 year ago
0
Creates non-breaking changes where necessary in preparation for switching all of Keras to new serialization format.
#1040
copybara-service[bot]
closed
1 year ago
0
Creates non-breaking changes where necessary in preparation for switching all of Keras to new serialization format.
#1039
copybara-service[bot]
opened
1 year ago
0
Fix casting-dependent tests
#1038
copybara-service[bot]
closed
1 year ago
0
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