yashkhem1 / KMNIST-SMAC

Used SMAC to optimize the hyperparameters of a CNN which is trained on KMNIST dataset

KMNIST-SMAC

Used SMAC in PyTorch to optimize the hyperparameters of a CNN which is trained on KMNIST dataset.
The optimizer used is Adam and the hyperparameters chosen for SMAC configuration space are learning rate and beta1.

Runnning the code

First run python3 download_data.py to download the KMNIST dataset. Then run python3 kmnist_smac.py to run the SMAC optimization.

SMAC3

The documentation for SMAC3 can be found here