I wanted to store all my runs in s3 bucket directly instead of the local guildai home directory. So, I configured my
~/.guild/config.yml in the following way which I thought will setup my s3 remote location and I can automatically save the sourcecode and artifacts that I save locally into s3 bucket.
remotes: s3-dev: type: s3 description: Production runs bucket: cortex-model-data region: eu-central-1
and I have my
- model: AlwaysPredictMean description: A dummy model which always predicts mean operations: train: description: Training Pipeline Sample Code main: training/train flags-import: all output-scalars: '(\key): (\value)'
when I run the script using
guild run --remote s3-dev , I get the following error message
± |feature/guildai U:1 ✗| → guild run -r s3-dev You are about to run AlwaysPredictMean:train on s3-dev comment: Description for a given training run config: training/config/example.yml data: tests/test_df.csv epochs: 10 model_class: training.example_model::AlwaysPredictMean use_case: example_use_case Continue? (Y/n) y guild: remote 's3-dev' does not support this operation
Can someone let me know what exactly is the problem and why can’t I use guild.ai to store in the specified s3. Thanks