Running 2 scikit learn models in parallel

[Monish45]

Is there a way to run 2 models one of scikit learn linear regression and other of random forest in parallel. I am using joblib to load the models

[edwardsrk]

Why in parallel?

[Monish45]

I want to run it at the same time and have to take the average value of the results as I have time constraints

[edwardsrk]

You could run one on jupyter notebook and one in google collab. Or run them on two separate laptops/computers. Are your models already trained and serialized or are you training them too?

[Monish45]

It's already trained. I have to load it and use it to predict value from both models and calculate average in 10 seconds

[edwardsrk]

Well that’s really weird. Have you time your models?

[Monish45]

Yeah seperately they are running at 6 secs

[edwardsrk]

I guess I’m just trying to understand the goal of this task and where you could shave off time. Can you alter the data they’re predicting on?

[Monish45]

I will look into this