Topics tagged model_optimization

Topic	Replies	Views	Activity
How to optimize TensorFlow Image classification? General Discussion model_optimization	3	96	November 22, 2023
Where to find Optimizers in Tensorflow core Platform 0.5.0? JVM model_optimization , tfcore , tensorflow	1	50	November 14, 2023
Multi-task learning is not compatible tuning Research & Models keras-tuner , models , model_optimization	2	264	October 11, 2023
"Gradients do not exist" warning when using a dictionary of losses Research & Models custom-loss , model_optimization	2	264	October 10, 2023
ValueError: mutable default <class 'official.modeling.optimization.configs.optimizer_config.SGDConfig'> for field sgd is not allowed: use default_factory General Discussion model_optimization	3	824	October 3, 2023
Pruning pre-trained model with model-optimization General Discussion model_optimization	3	173	August 18, 2023
Facial expressions thermal image classification Research & Models models , model_optimization , model_garden , datasets	7	408	August 9, 2023
The cost function gets stuck at 120 epochs Research & Models datasets , model_optimization , models	1	259	July 17, 2023
How to formulate a loss function that minimizes both cross-entropy and an additional term? Research & Models help_request , model_optimization , custom-loss	4	279	July 11, 2023
Quantization Aware Training using tensorflow_model_optimization General Discussion tflite , models , model_optimization	1	556	February 21, 2023
None of the MLIR Optimization passes are enabled General Discussion help_request , mlir , model_optimization , model_garden	14	40036	January 30, 2023
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	3	1875	January 30, 2023
Please share the pruning & fine-tuning configuration of MobileNet V2 General Discussion help_request , model_optimization	1	481	October 26, 2022
Does not improve predictive performance --> ("pruning for on device inference") General Discussion help_request , model_optimization	0	426	September 22, 2022
Results of the pruning model General Discussion model_optimization , help_request	6	735	June 15, 2022
Weight tensors after applying Structural pruning General Discussion help_request , model_optimization	2	1004	June 2, 2022
Reducing XLA AOT compiled model size General Discussion models , help_request , xla , model_optimization	4	1577	May 17, 2022
Pruned Model Stripping General Discussion model_optimization , help_request	4	1717	May 16, 2022
Structured vs Unstructured Pruning General Discussion help_request , model_optimization	3	1258	May 13, 2022
Fine-tune pre-trained model with pruning General Discussion help_request , model_optimization , learning	1	1436	May 13, 2022
Customize structural pruning rate in each layer General Discussion keras , help_request , model_optimization	4	1406	May 13, 2022
Model quantization aware training problem General Discussion help_request , model_optimization	1	966	May 13, 2022
Quantization aware training -> In/Output still float32? General Discussion models , help_request , keras , model_optimization	1	1449	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	1255	May 9, 2022
Quantization aware training with quantizationConfig -> 4 % Accuracy loss General Discussion models , help_request , keras , model_optimization	1	1500	April 25, 2022
Is it possible to use 8 bit integers instead of floating point numbers? General Discussion model_optimization , help_request	1	881	April 20, 2022
Layers not pruned after using prune_low_magnitude General Discussion help_request , model_optimization	2	1330	February 14, 2022
Where can I find sysmetric TFlite quantization model? Research & Models model_optimization , feature_request , tflite	1	1592	December 9, 2021
Transfer learning and Quantization aware training. Subclassed model General Discussion models , help_request , keras , model_optimization , learning	2	2412	December 3, 2021
4 bit quantization aware training General Discussion training , help_request , model_optimization	1	1699	October 19, 2021