Efficient management of render passes is essential for achieving optimal performance in 3D rendering pipelines, especially on embedded platforms like the Versal AI Edge Series Gen 2 and Versal Prime Series Gen 2 devices that integrate Arm Mali-G78AE GPUs. These systems face constraints such as limited memory bandwidth, power consumption, and computational resources. Leveraging the tile-based rendering architecture of the Mali-G78AE GPU, AMD presents an optimized approach that reduces memory overhead and enhances rendering performance through the use of subpasses, render-target reuse, and efficient post-processing techniques in OpenGL ES and Vulkan.