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DougTrajano / mlflow-server

MLflow Tracking Server with basic auth deployed in AWS App Runner.
https://gallery.ecr.aws/t9j8s4z8/mlflow
Apache License 2.0
34 stars 17 forks source link

Cost #103

Closed davebulaval closed 2 years ago

davebulaval commented 2 years ago

Hi,

What is the usual monthly cost of this infra?

DougTrajano commented 2 years ago

Hello buddy!

Approximately USD 9, almost all involved costs is related to RDS Database.

We are not able to use Aurora Serverless that allows us to suspend a database in times with no traffic because the App Runner is not instantiated in the same VPC. This is a requested feature in AWS AppRunner Roadmap. With that, the costs should be reduced for +- USD 4/mo.

Tks, Douglas

davebulaval commented 2 years ago

I personally prefer wandb, so I will try next week to change your work and propose a PR with a wandb version along with the mlflow one.

DougTrajano commented 2 years ago

Interesting, I didn't know wandb.

If I understood, wandb is a SaaS solution and there's no self-hosted option. How we can integrate wandb with this work?

davebulaval commented 2 years ago

No, there is a local self-hosted version. Wandb, is way more interesting for visualization of graphics, comparing runs and metrics and else. It's really a complete one but that mother fucking terraform script is just not working and is leveraging a load balancer and so much stuff that it cost 10$ a day.