Currently SSRS do not have cloud version, viz, there is no SaaS for SSRS on Azure.
You could only use a VM on Azure to host the SSRS server.
Other choice is you could consider Power BI service. They could offer this kind of possibility but this is another software, that we may need to take little time to adapt : What is the Power BI service?
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