Topics tagged model_optimization

Topic	Replies	Views	Activity
The cost function gets stuck at 120 epochs TensorFlow models , datasets , model_optimization	1	497	July 17, 2023
How to formulate a loss function that minimizes both cross-entropy and an additional term? TensorFlow custom-loss , model_optimization , help_request	4	573	July 11, 2023
None of the MLIR Optimization passes are enabled General Discussion model_garden , model_optimization , mlir , help_request	14	42200	January 30, 2023
While doing quantization, Is it possible to specify the scale and zero point to tensorflow int8 kernel? General Discussion models , tflite , model_optimization , help_request	3	2204	January 30, 2023
Please share the pruning & fine-tuning configuration of MobileNet V2 General Discussion model_optimization , help_request	1	747	October 26, 2022
Does not improve predictive performance --> ("pruning for on device inference") General Discussion model_optimization , help_request	0	537	September 22, 2022
Results of the pruning model General Discussion model_optimization , help_request	6	918	June 15, 2022
Weight tensors after applying Structural pruning General Discussion model_optimization , help_request	2	1182	June 2, 2022
Reducing XLA AOT compiled model size General Discussion models , xla , model_optimization , help_request	4	1889	May 17, 2022
Pruned Model Stripping General Discussion model_optimization , help_request	4	2057	May 16, 2022
Structured vs Unstructured Pruning General Discussion model_optimization , help_request	3	1590	May 13, 2022
Fine-tune pre-trained model with pruning General Discussion learning , model_optimization , help_request	1	1595	May 13, 2022
Customize structural pruning rate in each layer General Discussion keras , model_optimization , help_request	4	1614	May 13, 2022
Model quantization aware training problem General Discussion model_optimization , help_request	1	1131	May 13, 2022
Quantization aware training -> In/Output still float32? General Discussion models , keras , model_optimization , help_request	1	1628	May 13, 2022
How to use tensorflow model optimization for prune without any tf.keras support? General Discussion models , keras , model_optimization , help_request	2	1599	May 9, 2022
Quantization aware training with quantizationConfig -> 4 % Accuracy loss General Discussion models , keras , model_optimization , help_request	1	1716	April 25, 2022
Is it possible to use 8 bit integers instead of floating point numbers? General Discussion model_optimization , help_request	1	1110	April 20, 2022
Layers not pruned after using prune_low_magnitude General Discussion model_optimization , help_request	2	1439	February 14, 2022
Where can I find sysmetric TFlite quantization model? TensorFlow tflite , feature_request , model_optimization	1	1844	December 9, 2021
Transfer learning and Quantization aware training. Subclassed model General Discussion models , keras , learning , model_optimization , help_request	2	3140	December 3, 2021
4 bit quantization aware training General Discussion model_optimization , training , help_request	1	2094	October 19, 2021
Improvement of API: Measures to avoid ValueError when pruning low manitude General Discussion models , model_optimization , help_request	2	1457	September 8, 2021
How to convert a tensor to a numpy array without enabling the run_eagerly flag in keras General Discussion keras , model_optimization , help_request	3	11953	September 6, 2021
How do I quantize the weights of neural networks? General Discussion keras , model_optimization , help_request	1	459	August 5, 2021
Add quantization output configuration for QAT General Discussion keras , tflite , model_optimization , help_request	2	1673	August 4, 2021
Clustering after pruning General Discussion keras , model_optimization , help_request	2	1643	July 30, 2021
Why apply G-Zip after pruning or weight clustering? General Discussion tflite , model_optimization	5	1333	July 21, 2021
Pruning a trained Object Detection SavedModel General Discussion models , model_garden , model_optimization	2	1963	July 20, 2021
'function_optimizer.py' returns empty graph General Discussion keras , model_garden , model_optimization , help_request	18	3465	July 9, 2021