The Cost Analysis area shows an estimation of what it would cost to serve the model (or two models if being compared) with your cloud provider, using the $ per 1 million frames metric.
A color-coded bar represents the cost of each model on the chosen hardware with the chosen cloud provider, as shown below (T4 machine, an AWS cloud instance g4dn.2xlarge) –
One can easily see that the optimized model (pink) cost per 1 million samples is $0.07, while the baseline (purple) cost per 1 million samples is $0.53.
Deci connects with the on-demand pricing of each cloud machine. We then multiply the on-demand pricing by 1 million [samples], divide by throughput [FPS] , and then manipulate the result (divide by 3600) so it will be in the same units as the on-demand pricing [$ per hour].
Updated 9 months ago