Topics tagged model_optimization

Topic	Replies	Views	Activity
Reducing XLA AOT compiled model size General Discussion models , help_request , xla , model_optimization	4	199	May 17, 2022
Pruned Model Stripping General Discussion model_optimization , help_request	4	399	May 16, 2022
Structured vs Unstructured Pruning General Discussion help_request , model_optimization	3	390	May 13, 2022
Fine-tune pre-trained model with pruning General Discussion help_request , model_optimization , learning	1	347	May 13, 2022
Customize structural pruning rate in each layer General Discussion keras , help_request , model_optimization	4	465	May 13, 2022
Model quantization aware training problem General Discussion help_request , model_optimization	1	425	May 13, 2022
Quantization aware training -> In/Output still float32? General Discussion models , help_request , keras , model_optimization	1	861	May 13, 2022
How to use tensorflow model optimization for prune without any tf.keras support? General Discussion models , keras , help_request , model_optimization	2	248	May 9, 2022
Quantization aware training with quantizationConfig -> 4 % Accuracy loss General Discussion models , help_request , keras , model_optimization	1	883	April 25, 2022
Is it possible to use 8 bit integers instead of floating point numbers? General Discussion model_optimization , help_request	1	303	April 20, 2022
Weight tensors after applying Structural pruning General Discussion help_request , model_optimization	1	368	March 24, 2022
Layers not pruned after using prune_low_magnitude General Discussion help_request , model_optimization	2	881	February 14, 2022
None of the MLIR Optimization passes are enabled General Discussion help_request , mlir , model_optimization , model_garden	13	21074	January 25, 2022
Where can I find sysmetric TFlite quantization model? Research & Models model_optimization , feature_request , tflite	1	996	December 9, 2021
Transfer learning and Quantization aware training. Subclassed model General Discussion models , help_request , keras , model_optimization , learning	2	1203	December 3, 2021
While doing quantization, Is it possible to specify the scale and zero point to tensorflow int8 kernel? General Discussion models , help_request , tflite , model_optimization	1	1056	November 15, 2021
4 bit quantization aware training General Discussion training , help_request , model_optimization	1	852	October 19, 2021
Improvement of API: Measures to avoid ValueError when pruning low manitude General Discussion models , help_request , model_optimization	2	726	September 8, 2021
How to convert a tensor to a numpy array without enabling the run_eagerly flag in keras General Discussion model_optimization , keras , help_request	3	3805	September 6, 2021
CMSIS NN for float32 model General Discussion model_optimization , help_request , tflite_micro	0	713	August 6, 2021
Add quantization output configuration for QAT General Discussion keras , help_request , model_optimization , tflite	2	995	August 4, 2021
Clustering after pruning General Discussion model_optimization , keras , help_request	2	837	July 30, 2021
Why apply G-Zip after pruning or weight clustering? General Discussion tflite , model_optimization	5	911	July 21, 2021
Pruning a trained Object Detection SavedModel General Discussion model_garden , models , model_optimization	2	736	July 20, 2021
'function_optimizer.py' returns empty graph General Discussion model_optimization , keras , help_request , model_garden	18	1679	July 9, 2021
No model size reduction in Tflite model size with integer Quantisation General Discussion tflite , models , keras , help_request , model_optimization	6	1076	July 7, 2021
UpdatePruningStep() throwing an error " ValueError: Error processing property '_dropout_mask_cache' of <ContextValueCache at 0x1c2604d02e0>" General Discussion model_optimization , keras , help_request	1	1211	July 1, 2021
Integer Quantization of LSTM model General Discussion models , tflite , keras , help_request , model_optimization	3	1360	June 30, 2021
Quantizing LSTM layers? General Discussion model_optimization , keras	2	795	June 11, 2021
Tensorflow Model Optimization General Discussion model_optimization , help_request	0	546	June 10, 2021