The Importance of Reserved GPUs in the Cloud

One thing that's been very interesting in the market and that is also the case for Lambda I've seen is that these days some people will also or companies really will want to reserve capacity in the cloud. And I'm curious, when did you see that start happening and how important is that becoming for companies to have reserved capacities in the cloud? Yeah, look it's a big challenge but like that's literally our entire our entire business is just continuing to deploy thousands upon thousands of thousands of GPUs every single month to meet the demand of customers like that. It does take some time after you've signed a contract with us but more and more GPU are coming online every single day so we're