# Run a reproducible trial

Lesson 2 of [Run a GPU cloud trial before you commit](https://gpuclouds.fyi/academy/run-a-gpu-cloud-trial.md), 15 minutes.

A trial is fair when another person can repeat it and get the same kind of result. Prepare the run - Use the same container, model revision and input set for each candidate. - Pin the container image and the library versions. - Record the framework and driver requirements. - Use the provider's docum…

The rest of this lesson is for learners enrolled in the course. [See how Run a GPU cloud trial before you commit works](https://gpuclouds.fyi/academy/run-a-gpu-cloud-trial.md).

Also on the [web page](https://gpuclouds.fyi/academy/run-a-gpu-cloud-trial/run-a-reproducible-trial).