SAML 2 Authentication Not working on Sentry On-Premise installation

So I have configured SAML 2 on Sentry with the details of my specific Identity Provider. Using that Identity Provider, when I go to Sentry, I get taken to the login page, instead of getting logged into Sentry. Why does it take me to the login page and not authenticate with Identity Provider and log me in directly?