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To Deploy Modal

poetry run modal deploy app/main.py

How to Run

ensure VAE is root folder

Note:

  • If on a foreign IP in AWS: go to ec2 -> click on ec2 instance -> security group -> edit inbound rules -> add new rule -> ssh as the rule type -> custom my ip -> save

Setup

Locally

  1. make integration
  2. go to localhost:8000/docs in your browser

Docker

  1. make requirements
  2. make run
  3. go to localhost:8000/docs in your browser

EC2

  • Your EC2 may be out of date if it brings up python 3.8 errors.
  • make ec2-python

  • python --version should equal Python 3.10.4

  • conda env create -n makrket_salary -f requirements.txt

  • make integration
  • find the IP address for the ec2, you use them in your config file to ssh in. remove the letters and then on your personal comuputer in the browser search the following: http://<EC2_IP>:8000/docs

Check Logging

Conda: tensorboard --logdir=s3://workhelix-model-store/vae/model-logs/please_log_test_really Poetry: poetry run tensorboard --logdir=s3://workhelix-model-store/vae/model-logs/please_log_test_really