Topics tagged model_optimization

Topic	Replies	Views	Activity
Quantizing LSTM layers? General Discussion model_optimization , keras	4	2512	April 19, 2024
AttributeError: 'Variable' object has no attribute '_distribute_strategy' General Discussion tfkeras , model_optimization , tfvariable	1	67	April 15, 2024
Drop in accuracy after evaluating the model Research & Models tflite , models , model_optimization , tf-train	1	211	April 5, 2024
Quantization Aware Training using tensorflow_model_optimization General Discussion tflite , models , model_optimization	3	951	March 27, 2024
Model save and load but not working well Keras tfkeras , model_optimization	1	89	March 21, 2024
Loading Variable Input Size CNN model with TensorFlow General Discussion help_request , tfimage , model_optimization	2	94	March 15, 2024
QAT Accuracy is always the same after evaluation Research & Models tflite , model_optimization , tflite-support	1	138	February 28, 2024
PTQ is better than QAT Research & Models tflite , model_optimization , models , tfmodel	2	283	February 16, 2024
QAT to TFLite failed with ValueError Research & Models model_optimization , tflite-support	2	166	February 9, 2024
Performance getting decreased on Fine-tuned (QAT) model Research & Models tflite-support , model_optimization	3	190	February 6, 2024
MediaPipe: massive accuracy loss with quantization-aware training General Discussion object-detection , mediapipe , model_optimization	3	290	January 31, 2024
Tensorflow_privacy compatability with keras models Keras keras , tfdata , model_optimization , gradienttape	1	383	January 27, 2024
Setfit optimizer General Discussion models , model_optimization , tf-support	3	259	January 3, 2024
Pruning after adding layer to an already pruned model General Discussion keras , models , datasets , model_optimization	0	313	December 1, 2023
How to optimize TensorFlow Image classification? General Discussion model_optimization	3	334	November 22, 2023
Where to find Optimizers in Tensorflow core Platform 0.5.0? JVM model_optimization , tfcore , tensorflow	1	284	November 14, 2023
Multi-task learning is not compatible tuning Research & Models keras-tuner , models , model_optimization	2	451	October 11, 2023
"Gradients do not exist" warning when using a dictionary of losses Research & Models custom-loss , model_optimization	2	825	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	1601	October 3, 2023
Pruning pre-trained model with model-optimization General Discussion model_optimization	3	365	August 18, 2023
Facial expressions thermal image classification Research & Models models , model_optimization , model_garden , datasets	7	572	August 9, 2023
The cost function gets stuck at 120 epochs Research & Models datasets , model_optimization , models	1	398	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	437	July 11, 2023
None of the MLIR Optimization passes are enabled General Discussion help_request , mlir , model_optimization , model_garden	14	41804	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	2073	January 30, 2023
Please share the pruning & fine-tuning configuration of MobileNet V2 General Discussion help_request , model_optimization	1	611	October 26, 2022
Does not improve predictive performance --> ("pruning for on device inference") General Discussion help_request , model_optimization	0	491	September 22, 2022
Results of the pruning model General Discussion model_optimization , help_request	6	856	June 15, 2022
Weight tensors after applying Structural pruning General Discussion help_request , model_optimization	2	1091	June 2, 2022
Reducing XLA AOT compiled model size General Discussion models , help_request , xla , model_optimization	4	1747	May 17, 2022