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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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Cast using FunctionType instead of input_signature
#1037
copybara-service[bot]
opened
1 year ago
0
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.
#1036
copybara-service[bot]
opened
1 year ago
0
Bump up tensorflow version to 2.11.0 for continuous build tests.
#1035
copybara-service[bot]
closed
1 year ago
0
Remove the build deps to legacy keras code in tensorflow/python/keras.
#1034
copybara-service[bot]
closed
1 year ago
0
Remove the build deps to legacy keras code in tensorflow/python/keras.
#1033
copybara-service[bot]
closed
1 year ago
0
Consider reorganizing file layout to shorten path lengths
#1032
scdub
opened
1 year ago
0
A error when using tfmot.quantization.keras.quantize_model to quantize keras model
#1031
DuJiahao1996
opened
1 year ago
2
Fail to fuse ReLU6 after QAT by using keras.layers.Activation('relu6')
#1030
james77777778
opened
1 year ago
1
Update comprehensive_guide.ipynb
#1029
synandi
opened
1 year ago
1
Added an argument to support user-provided name prefix
#1028
copybara-service[bot]
closed
1 year ago
0
Change PruningSummaries to only log pruning information
#1027
copybara-service[bot]
opened
1 year ago
0
'Pruning in Keras' Example: Unable to fine-tune pruned model on GPU (TF 2.9.2)
#1026
swapnilsayansaha
opened
1 year ago
5
Replace `tensorflow.python.keras` with `keras`. `tensorflow.python.keras` is an old copy and is deprecated.
#1025
copybara-service[bot]
closed
1 year ago
0
Replace `tensorflow.python.keras` with `keras`. `tensorflow.python.keras` is an old copy and is deprecated.
#1024
copybara-service[bot]
closed
1 year ago
0
Replace `tensorflow.python.keras` with `keras`. `tensorflow.python.keras` is an old copy and is deprecated.
#1023
copybara-service[bot]
closed
1 year ago
0
Replace `tensorflow.python.keras` with `keras`. `tensorflow.python.keras` is an old copy and is deprecated.
#1022
copybara-service[bot]
closed
1 year ago
0
Replace `tensorflow.python.keras` with `keras`. `tensorflow.python.keras` is an old copy and is deprecated.
#1021
copybara-service[bot]
closed
1 year ago
0
Replace `tensorflow.python.keras` with `keras`. `tensorflow.python.keras` is an old copy and is deprecated.
#1020
copybara-service[bot]
closed
1 year ago
0
Replace `tensorflow.python.keras` with `keras`. `tensorflow.python.keras` is an old copy and is deprecated.
#1019
copybara-service[bot]
opened
1 year ago
0
Model Pruning with Yolo Object Detection Model
#1018
divyajaincs
opened
1 year ago
1
Pruning error for transfer learning models from TF/Keras API
#1017
frost-is
opened
1 year ago
2
Switches Keras object serialization to new logic and changes public API for deserialize_keras_object/serialize_keras_object to the new functions.
#1016
copybara-service[bot]
opened
1 year ago
0
Remove optimizer to compare model size and compare the zipped model size to pass the test. And enable test because now it passed.
#1015
copybara-service[bot]
closed
1 year ago
0
Increase the test size to have longer timeouts
#1014
copybara-service[bot]
closed
1 year ago
0
Upgrade tensorflow version to 2.10.0
#1013
copybara-service[bot]
closed
1 year ago
0
disable test temporarily
#1012
copybara-service[bot]
closed
1 year ago
0
BUILD cleanup
#1011
copybara-service[bot]
closed
1 year ago
0
Post training quantize TTS model fastspeech2 and failed
#1010
zhuyu14
opened
1 year ago
5
BUILD cleanup
#1009
copybara-service[bot]
closed
1 year ago
0
Internal change
#1008
copybara-service[bot]
opened
1 year ago
0
Internal change
#1007
copybara-service[bot]
opened
1 year ago
0
Add SECURITY.md with disclosure instructions that references the main TensorFlow repo security policy.
#1006
copybara-service[bot]
closed
1 year ago
0
Add SECURITY.md with disclosure instructions that references the main TensorFlow repo security policy.
#1005
copybara-service[bot]
closed
1 year ago
0
Add SECURITY.md with disclosure instructions that references the main TensorFlow repo security policy.
#1004
copybara-service[bot]
closed
1 year ago
0
Input and resource quantization
#1003
Jwy-Leo
opened
1 year ago
1
Post-training integer quantization for SSDMobileNet - poor detection accuracy
#1002
Garstig
opened
1 year ago
7
Bump up dependent packages for model-optimization repo to be compatible with tensorflow 2.9.1.
#1001
copybara-service[bot]
closed
1 year ago
0
bilinear upsampling layer cannot be 8-bit quantized correctly
#1000
touristourist
opened
1 year ago
3
Bump up tensorflow version to 2.9.1 for continuous build tests.
#999
copybara-service[bot]
closed
1 year ago
0
Update release notes and version for TFMOT release 0.7.3.
#998
copybara-service[bot]
closed
1 year ago
0
about the Quantize layer when trans model
#997
lzcchl
opened
1 year ago
2
QAT for subclass inside the subclass
#996
t7hua
opened
1 year ago
2
1
#995
lzcchl
closed
1 year ago
0
Allow quantization of tied weights
#994
hunse
opened
1 year ago
2
Added relu6 as a supported activation for DefaultNBitActivationQuantizeConfig
#993
copybara-service[bot]
closed
1 year ago
0
set seed to ensure consistency of ci test
#992
copybara-service[bot]
closed
1 year ago
0
Quantization aware training for a Transfer Learning MobileNet model
#991
publioelon
opened
1 year ago
5
Cannot joblib serialize pruned models
#990
eangius
closed
2 years ago
0
Make the utils module public available.
#989
copybara-service[bot]
opened
2 years ago
0
Make the utils module public available.
#988
copybara-service[bot]
closed
2 years ago
0
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