h2-ml / clearml-tut

This Repository has scripts to be used when learning how to integrate experiements with ClearML

clearml-tutorial

This Repository has scripts to help learn how to integrate use ClearML in your machine learning experiments, please make sure to setup clearml by running clearml-init, and providing your credentials. This should generate a file in your home directory i.e. ~/clearml.conf.

Requirements

• tensorflow 2.x
• clearml 1.8.1
• boto3 # for uploading to s3

---

How to Set default output directory as s3

To set the default storage location update your ~/clearml.conf file by adding the following

.
.
sdk {
    aws {
        s3 {
            region: "${AWS_REGION}"
            key: "${AWS_ACCESS_KEY_ID}"
            secret: "${AWS_SECRET_ACCESS_KEY}"
        }
    }
    ...
    development {
        default_output_uri: "s3://{BUCKET_NAME}/clearml"
    }
}
.
.