TRDR: If you look for free production hosting for your training model, try Google Cloud Run.
I am a web developer and new to ML. I try to deploy the bear classifier to production. I’ve tried
- AWS Elasticbeanstalk
- Google App Engine
- Google Cloud Run
Cloud Run seems the best option if you look for a provider for MVP because
- Google’s $300 free credits
- It’s serverless so you only get charged if it has traffic
- The pricing seems cheap and has a free tier.
The only thing you will need to do is adjust the memory allocation from 256MB(default) to 512MB otherwise fastai will run out of memory.
Let me know what you think:)