Andrej Zachar
09/15/2023, 12:10 PM** 1 round, req. 1 ** Elapsed time: *0.7954* seconds
...
** 1 round, req. 20 ** Elapsed time: 0.1974 seconds
Sleeping 360 sec to simulate cooling down and warming up ...
** 2 round, req. 1 ** Elapsed time: *0.6992* seconds
...
** 2 round, req. 20 ** Elapsed time: 0.1885 seconds
In my tests, I hit the API with the same data for 20 times in succession and measure the time taken for each request.
Some additional details:
- Model Details: I'm using a basic sklearn model with stacked classifiers.
- Environment: local machine
- Payload Size: small text up to 40 characters
I'm wondering if anyone has encountered a similar issue or has any suggestions on optimizing this. Specifically, any tuning or configuration tips for improving the initial request time after a break?
Thanks in advance for any insights or guidance!