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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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Non-uniform sparsity layer-wise with PolynomialDecay scheduler
#987
AmoghDabholkar
opened
2 years ago
2
Fixes for GitHub Issue #979
#986
jamwar01
closed
2 years ago
1
Add the option to enable adding tensorflow dependency control to the randomized variables generated in rounding.
#985
copybara-service[bot]
closed
2 years ago
0
Adds faster variant of EPR.
#984
copybara-service[bot]
closed
2 years ago
0
Add `remove_input_range` method that removes input range after apply quantize.
#983
copybara-service[bot]
closed
2 years ago
0
Fix mot notebook bug
#982
copybara-service[bot]
closed
2 years ago
1
Add information to error message.
#981
copybara-service[bot]
closed
2 years ago
0
Trying to quantise MobileNetv3 small Exception encountered when calling layer "tf.__operators__.add_137"
#980
MATTYGILO
opened
2 years ago
6
PCQAT not working if Conv2D has kernel size 1x1
#979
YannPourcenoux
opened
2 years ago
8
Added documentation for clustering per channel.
#978
wwwind
closed
2 years ago
2
How to extract original model's weight from trained QAT model?
#977
doomooo
opened
2 years ago
9
How to extract original model's weight from trained QAT model?
#976
zhenyu-ponyai
closed
2 years ago
1
Strange behaviour pruning with small datasets
#975
niciwalter99
opened
2 years ago
4
Full Int8 QAT not working
#974
MATTYGILO
opened
2 years ago
13
Pruning only works for small batch sizes
#973
vvolhejn
opened
2 years ago
4
Yamnet clustering AttributeError: Exception encountered when calling layer "tf.__operators__.add" (type TFOpLambda).
#972
MATTYGILO
closed
2 years ago
1
Internal change.
#971
copybara-service[bot]
closed
2 years ago
0
Bump version for upcoming release.
#970
copybara-service[bot]
closed
2 years ago
0
Add reference to bug.
#969
copybara-service[bot]
closed
2 years ago
0
How to apply tfmot to a non tf.keras.Model type model..
#968
felicitywang1
opened
2 years ago
4
Add relu6 supports.
#967
copybara-service[bot]
closed
2 years ago
0
Remove `tf.function` to prevent frequent amounts of retracing.
#966
copybara-service[bot]
closed
2 years ago
0
Unable to use strip_pruning for subclass model
#965
LIU-FAYANG
opened
2 years ago
6
QAT model saving bug: Unable to save function b'__inference_separable_conv2d_layer_call_fn_961'
#964
gcunhase
opened
2 years ago
15
Updated RELEASE notes.
#963
wwwind
closed
1 year ago
1
Release notes
#962
wwwind
closed
2 years ago
1
Added missing link to blogpost on collaborative technique.
#961
wwwind
closed
2 years ago
0
Added documentation for clustering per channel.
#960
wwwind
closed
2 years ago
2
Removed extra comma after x_train
#959
mohantym
opened
2 years ago
0
Stripping Quantized Model
#958
Khalil-2020
opened
2 years ago
1
Support Quantizing a tf.keras Model inside another tf.keras Model
#957
plooney
opened
2 years ago
0
Quantize naive !!!
#956
STAROFWIND
opened
2 years ago
0
Unable to prune/quantize multiple layers at the same time
#955
sachinkmohan
opened
2 years ago
0
Make dependency on tensorflow-compression explicit.
#954
copybara-service[bot]
closed
2 years ago
0
Explicitly import estimator from tensorflow as a separate import instead of accessing it via tf.estimator and depend on the tensorflow estimator target.
#953
copybara-service[bot]
closed
2 years ago
0
Added support for Conv1DTranspose + tests.
#952
wwwind
closed
2 years ago
0
Fix for the bug with data_format in clustering per channel
#951
wwwind
closed
2 years ago
0
Unable to quantize to 4-bits
#950
MounikaVaddeboina
opened
2 years ago
0
Make dependency on tensorflow-compression explicit.
#949
copybara-service[bot]
closed
2 years ago
0
Update release notes for version 0.7.2.
#948
copybara-service[bot]
closed
2 years ago
0
Bump version to 0.7.2 for new release.
#947
copybara-service[bot]
closed
2 years ago
0
Fix missing indentation in html table
#946
miykael
closed
2 years ago
1
Replace deprecated method add_variable() with add_weight().
#945
copybara-service[bot]
closed
2 years ago
0
prune_low_magnitude fail when wrapped with GRU layer, but success with conv2d and dense
#944
didadida-r
opened
2 years ago
0
Typo Fix in Quantization Training Example
#943
CedArctic
opened
2 years ago
2
QAT support for LayerNormalization
#942
tom-arm
opened
2 years ago
0
Unsupported operations when applying tfmot
#941
Rahn80643
opened
2 years ago
1
Not able to cluster Conv1DTranspose layer
#940
rameshkunasi
opened
2 years ago
3
[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
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