Thank you!!

` from clearml import Task

from dataclasses import dataclass

import hydra
from hydra.core.config_store import ConfigStore
from omegaconf import OmegaConf

@dataclass
class MySQLConfig:
host: str = "localhost"
port: int = 3306

@dataclass
class UserInterface:
title: str = "My app"
width: int = 1024
height: int = 768

@dataclass
class MyConfig:
db: MySQLConfig = MySQLConfig()
ui: UserInterface = UserInterface()

cs = ConfigStore.instance()
cs.store(name="config", n...

Hi AgitatedDove14 , I noticed that in the Hydra parameters section it is not possible to add as parameters keys string with dots: .(dot) $(dollar) and space are not allowed in parameter key. However, it's very useful to add parameters with the dot to change something in a sub-configuration as, for example, training.max_epochs=10 . Do you think it's possible to allow this?

Ok now I noticed that If I change the value of the port inside the Hydra parameters section ( not the overrides) It does actually change also in the experiment. The overrides doesn't seem to be working

Actually I had the same issue even with that value set to False

Yep I changed it

Hi AgitatedDove14 , you can try with this toy example. If i run the task with python example.py ui.width=2048 the task will run correctly and print Title=My app, size=2048x768 pixels . However, in the UI I'm not allowed to change the ui.width in the Hydra parameters section: the 'Save' button is frozen

Hi AgitatedDove14 , sorry for the late reply. Btw, I tried with the latest RC and the issue is still there. So if I clone an experiment, modify an overrides params eg ['training.max_epochs=10'] my experiment run the old configuration. Therefore it seems that it doesn't change the OmegaConf configuration.

However, If I edit directly the OmegaConf in the UI than the port changes correctly. I'd still prefer to override the Args so I can change entire sub-configuration e.g. ['dataset=cifar'] to ['dataset=imagenet'] instead of having to change all the parameters inside the OmegaConf

Also, if I want to modify another parameter, e.g. ui.height I have this problem:

I'm using Hydra 1.0.6

Hi TimelyPenguin76 , I tried your approach and it works, thank you! However it's a bit different to what I was trying to do: instead of cloning an existing task I'd like to specify the repository and a specific commit tag to use as it is done in Task.create. If this is possible with the API client it would be perfect

Hi AgitatedDove14 , do you mean the the k8s glue autoscaler here https://github.com/allegroai/clearml-agent/blob/master/examples/k8s_glue_example.py ? If yes, I understood that this service deploys pods on the nodes in the cluster, but I'd prefer to have a new instance deployed for each new experiment and that it also terminates when no new experiments are queued

It's working correctly, thank you!

Yes it was set to nvidia/cuda:10.1-runtime-ubuntu18.04... ok I'll try again and see if that was the problem, thank you

Hi TimelyPenguin76 , I used api_client.tasks.create and It works, thank you!

Hi AgitatedDove14 , what I meant is that if it is possible to associate ec2 instances of the autoscaler to a IAM role in order to grant permissions to applications running on that instances, which could be for example the access to a s3 buckets that can be accessed only with a certain IAM role permissions. I'm not completely sure that what I'm saying makes sense, but I refer to something similar as it's specified here https://docs.aws.amazon.com/IAM/latest/UserGuide/id_roles_use_switch-role...