Apache Spark for Synapse is Apache Spark with added support for integrations with other services (Microsoft Entra ID, AzureML, etc.) and additional libraries (mssparktuils, Hummingbird) and pre-tuned performance configurations.
Any workload that is currently running on Apache Spark will run on Apache Spark for Azure Synapse without change.