Rendering Elimination: Early Discard of Redundant Tiles in the Graphics Pipeline

TL;DR

This paper introduces Rendering Elimination, a micro-architectural technique for GPUs that detects and discards redundant tiles early, significantly reducing energy consumption and execution time in real-time rendering workloads.

Contribution

It presents a novel method to identify redundant tiles before rasterization, improving energy efficiency and performance over existing techniques.

Findings

Achieves 1.74x speedup on Android apps

Reduces energy consumption by 43%

Outperforms Transaction Elimination in reducing bandwidth

Abstract

GPUs are one of the most energy-consuming components for real-time rendering applications, since a large number of fragment shading computations and memory accesses are involved. Main memory bandwidth is especially taxing battery-operated devices such as smartphones. Tile-Based Rendering GPUs divide the screen space into multiple tiles that are independently rendered in on-chip buffers, thus reducing memory bandwidth and energy consumption. We have observed that, in many animated graphics workloads, a large number of screen tiles have the same color across adjacent frames. In this paper, we propose Rendering Elimination (RE), a novel micro-architectural technique that accurately determines if a tile will be identical to the same tile in the preceding frame before rasterization by means of comparing signatures. Since RE identifies redundant tiles early in the graphics pipeline, it completely avoids the computation and memory accesses of the most power consuming stages of the pipeline, which substantially reduces the execution time and the energy consumption of the GPU. For widely used Android applications, we show that RE achieves an average speedup of 1.74x and energy reduction of 43% for the GPU/Memory system, surpassing by far the benefits of Transaction Elimination, a state-of-the-art memory bandwidth reduction technique available in some commercial Tile-Based Rendering GPUs.