Topics tagged model_optimization

Topic	Replies	Views	Activity
Transfer learning and Quantization aware training. Subclassed model General Discussion models , help_request , keras , model_optimization , learning	2	92	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	289	November 15, 2021
None of the MLIR Optimization passes are enabled General Discussion help_request , mlir , model_optimization , model_garden	12	12366	November 5, 2021
Quantization aware training -> In/Output still float32? General Discussion models , help_request , keras , model_optimization	0	206	October 30, 2021
Quantization aware training with quantizationConfig -> 4 % Accuracy loss General Discussion models , help_request , keras , model_optimization	0	211	October 30, 2021
4 bit quantization aware training General Discussion training , help_request , model_optimization	1	176	October 19, 2021
Improvement of API: Measures to avoid ValueError when pruning low manitude General Discussion models , help_request , model_optimization	2	199	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	1164	September 6, 2021
CMSIS NN for float32 model General Discussion model_optimization , help_request , tflite_micro	0	172	August 6, 2021
Add quantization output configuration for QAT General Discussion keras , help_request , model_optimization , tflite	2	399	August 4, 2021
Clustering after pruning General Discussion model_optimization , keras , help_request	2	250	July 30, 2021
Why apply G-Zip after pruning or weight clustering? General Discussion tflite , model_optimization	5	397	July 21, 2021
Pruning a trained Object Detection SavedModel General Discussion model_garden , models , model_optimization	2	231	July 20, 2021
'function_optimizer.py' returns empty graph General Discussion model_optimization , keras , help_request , model_garden	18	515	July 9, 2021
No model size reduction in Tflite model size with integer Quantisation General Discussion tflite , models , keras , help_request , model_optimization	6	479	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	453	July 1, 2021
Integer Quantization of LSTM model General Discussion models , tflite , keras , help_request , model_optimization	3	591	June 30, 2021
Quantizing LSTM layers? General Discussion model_optimization , keras	2	268	June 11, 2021
Tensorflow Model Optimization General Discussion model_optimization , help_request	0	172	June 10, 2021
TensorFlow lite internal structure General Discussion model_optimization , docs , tflite	6	410	June 10, 2021
Model Optimization (✂️) and it's effect on Bias + Interactive Web App using TFLite Model Show and Tell model_optimization , tflite	0	253	May 20, 2021