DilapidatedDucks58 I think they are used here:
https://github.com/allegroai/clearml/blob/3d3a835435cc2f01ff19fe0a58a8d7db10fd2de2/clearml/storage/helper.py#L1407

https://boto3.amazonaws.com/v1/documentation/api/latest/reference/core/session.html#boto3.session.Session.resource

I'm not sure since names of these parameters do not match with boto3 names, and num_download_attempt is passed https://github.com/allegroai/clearml/blob/3d3a835435cc2f01ff19fe0a58a8d7db10fd2de2/clearml/storage/helper.py#L1439 as container.config.retries

isn't this parameter related to communication with ClearML Server? I'm trying to make sure that checkpoint will be downloaded from AWS S3 even if there are temporary connection problems

there's https://boto3.amazonaws.com/v1/documentation/api/latest/reference/customizations/s3.html#boto3.s3.transfer.TransferConfig parameter in boto3, but I'm not sure if there's an easy way to pass this parameter to StorageManager

Oh you're right. My bad

DilapidatedDucks58 , I think this is what you want. You just configure it and don't need to changing anything in code.
https://github.com/allegroai/clearml/blob/92210e2c827ff20e06700807d25783691629808a/docs/clearml.conf#L106
You can pass any boto3 parameter here!

DilapidatedDucks58 long story short:
if you do:
` from clearml import StorageManager
from clearml.storage.helper import StorageHelper

StorageHelper.get(" ", retries=5) `It should make sure that all the other s3:// links of this bucket will use the same original configuration (i.e. retries)

If this workaround works let's make sure we add it into the conf file, wdyt ?

yeah, I think this is what I need!

let me know if it works 🙂

DilapidatedDucks58 , I think this is what you're looking for
https://github.com/allegroai/clearml/blob/master/docs/clearml.conf#L69

Looking for something else 🙂