What are the disadvantages of using Eager mode rather than regular TensorFlow with Eager mode disabled?
Monday, 04 September 2023
by maciejbala
Eager mode in TensorFlow is a programming interface that allows for immediate execution of operations, making it easier to debug and understand the code. However, there are several disadvantages of using Eager mode compared to regular TensorFlow with Eager mode disabled. In this answer, we will explore these disadvantages in detail. One of the main
- Published in Artificial Intelligence, EITC/AI/GCML Google Cloud Machine Learning, Advancing in Machine Learning, TensorFlow Eager Mode
Tagged under:
Artificial Intelligence, Deep Learning, Disadvantages, Eager Mode, Machine Learning, TensorFlow
What is the advantage of using a Keras model first and then converting it to a TensorFlow estimator rather than just using TensorFlow directly?
Sunday, 03 September 2023
by maciejbala
When it comes to developing machine learning models, both Keras and TensorFlow are popular frameworks that offer a range of functionalities and capabilities. While TensorFlow is a powerful and flexible library for building and training deep learning models, Keras provides a higher-level API that simplifies the process of creating neural networks. In some cases, it
- Published in Artificial Intelligence, EITC/AI/GCML Google Cloud Machine Learning, Advancing in Machine Learning, Scaling up Keras with estimators
Tagged under:
Artificial Intelligence, Deep Learning, Distributed Training, Keras, Machine Learning, TensorFlow