How can I compare a model across various hardware?

Easy, Deci runs it for you automatically. All you have to do is

  1. Click the model name under the Lab. This will lead you to the Insights page with the model’s comparisons.
  2. You can then hover over the Insights menu and click Benchmark HW.
  3. On the right side of the top bar, select the hardware and batch sizes you want to compare. You’ll get all the measurements under three different graphs: latency, throughput, and memory footprint.