clearml-pytorch-lightning-demo

Example of using ClearML with PyTorch Lightning for training a simple FashionMNIST classifier.

Installation

1. Download python requirements with pip install -r requirements.txt
2. Run in terminal clearml-init and follow the instructions (make sure to have an account on ClearML)
3. After that you will have clearml.conf file in your home directory. Add the following lines to the file:

   api:
   web_server: https://app.clear.ml
   api_server: https://api.clear.ml
   files_server: https://files.clear.ml
   credentials:
       access_key: <your access key>
       secret_key: <your secret key>

4. Run python download_dataset.py to download the FashionMNIST dataset
5. Run python upload_dataset.py to upload the dataset to ClearML
6. Run python train.py to train the model (Copy dataset id from https://app.clear.ml/datasets)

ClearML dashboard