TensorFlow

📙 CIFAR-10 Classifiers: Part 6 - Speed up TensorFlow hyperparameter search using Optuna

Posted on Oct 18, 2020 | 4 minutes | 814 words

CIFAR10 Classfier: TensorFlow + Optuna Edition Our objective is similar to the Keras-Tuner and Ray Tune notebooks: Explore Optuna optimization library for hyperparam tuning Find out if we can beat the test accuracy of a hand tuned model 69. [Read More]

📙 CIFAR-10 Classifiers: Part 5 - Speed up TensorFlow hyperparameter search using Ray Tune

Posted on Oct 3, 2020 | 6 minutes | 1108 words

CIFAR10 Classification: TensorFlow + Ray Tune Edition In this notebook, we turn to hyperparameter tuning using Ray Tune. Our objective is to find better hyperparams and network architecture. Although we will not spend too much time on network architecture, you probably will get enough information to try on your own. [Read More]

CIFAR10 Classifiers ConvNets GPU TensorFlow Ray Tune Python