No, while the Safe Browsing VPN service should always be running when Safe Browsing is enabled, it stays in a dormant state until URL traffic is detected from apps on your device. At that point Safe Browsing inspects each URL you visit to ensure it is not malicious.
Once the traffic stops, Safe Browsing goes back to it's dormant state.