Testing different configuration for running ERA5 experiments (Draft PR not to be merged)

[ankitpatnala]

Description

This is a dummy PR to keep track of the workable configuration for training on ERA5.

• config/default_config.yml
• forecasting_finetuning_config.yml ( overwrite over default config for finetuning forecast experiments)
• config/streams/streams_anemoi/era5.yml

Issue Number #382

The motivation behind this PR to keep track on the config that is working for all the collaborators across different HPCs

[FussyDuck]

Thank you for your submission! We really appreciate it. Like many open source projects, we ask that you sign our Contributor License Agreement before we can accept your contribution.
_{You have signed the CLA already but the status is still pending? Let us recheck it.}

[tjhunter]

@ankitpatnala do we still need this PR?

[ankitpatnala]

Somehow this was meant for config. Would be nice if it is left open and latest config is documented here. I do not know if the config in the develop is the desired config or still in testing phase.
@clessig ??

[clessig]

@sophie-xhonneux @Jubeku : do we use this config? If yes, we should keep it open. Otherwise, how to we track the default config to use?

[sophie-xhonneux]

I haven't used it as I primarily focused on stability and so simply did masking runs based on the failing config from @Jubeku

[Jubeku]

Somehow this was meant for config. Would be nice if it is left open and latest config is documented here. I do not know if the config in the develop is the desired config or still in testing phase. @clessig ??

I have never used it. I think it's from @ankitpatnala.

[clessig]

We need to converge on one config for the scientific experiments. I think a draft PR is a good way to track it but we can use something else if you prefer. But we do need to converge on a common config to have comparable results.

[sophie-xhonneux]

Sure, we can put it here. I don't mind, but it should be the full default_config and streams config

Can you put it here?

[sophie-xhonneux]

Then I will send the large scale run!

[sophie-xhonneux]

@clessig can you update this PR or confirm that I can use this config to test performance changes for the new prediction heads?