Dynamic State Register Copy for GPU Shader Load Balancing

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Solution Overview

Problem

Existing graphics processing unit (GPU) architectures face inefficiencies due to separate and statically designed vertex and pixel shader cores, leading to underutilization of processing cycles as the load between vertex and pixel operations varies greatly across applications, resulting in wasted processing resources.

Innovation Solution

Implementing a dynamic adaptation mechanism where a master register stores state information for threads, which is copied to per-group state registers when a thread group is launched, allowing processing engines to read from these registers, enabling efficient distribution of state information and balancing the load between vertex and pixel shader operations.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If separate processing cores are used for vertex and pixel shaders, then specialized processing capability is improved, but processing resource utilization deteriorates due to load imbalance

Engineering Contradiction:
Improvespecialized processing capabilityVSAvoidprocessing resource utilization
Core Design Contradiction:
ReliabilityVSProductivity

Solution Approach 1:

The patent merges separate vertex shader and pixel shader cores into a unified shader core that can execute both vertex and pixel shader programs. This consolidation allows a single core to handle both types of operations, eliminating the load imbalance problem that occurred when separate cores were used, as one core could be fully utilized regardless of whether vertex or pixel operations dominated the workload.

Inventive Principle:
Principle #5Merging (Combining)

Solution Approach 2:

The unified shader core is designed with multi-functionality to execute both vertex shader and pixel shader programs. By making the core universal rather than specialized, it can adapt to varying workload compositions and maintain high utilization across different application scenarios, whether vertex-intensive or pixel-intensive.

Inventive Principle:
Principle #6Universality (Multi-functionality)

2Ease of operation

If state information is stored in a master register, then centralized state management is improved, but access efficiency deteriorates due to contention when multiple threads need simultaneous access

Engineering Contradiction:
Improvecentralized state managementVSAvoidstate access efficiency
Core Design Contradiction:
Ease of operationVSSpeed

Solution Approach 1:

The patent segments the centralized master register into multiple per-thread state registers, with each thread having its own dedicated state storage. This segmentation eliminates contention for state access, as each thread can read and write its own state information independently without blocking other threads, while still maintaining organized state management through the register structure.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

Each thread is equipped with its own state registers that it can access directly without needing to contend with other threads. This self-service approach allows threads to independently manage their own state information, improving access speed while maintaining the organizational benefits of register-based state storage.

Inventive Principle:
Principle #25Self-service

Data Source

PatentUS8074224B1Managing state information for a multi-threaded processor
Publication Date: 2011.12.06 NVIDIA CORP
  • US8074224B1 patent drawing
  • US8074224B1 patent drawing
  • US8074224B1 patent drawing

AI summary

Embodiments of the present invention facilitate dynamically adapting to state information changes in a graphics processing environment. In one embodiment, a master register holds state information corresponding to units of work (threads) to be performed. The state information in the master register is copied to a per-group state register when a group of threads is to be launched. The per-group state register is coupled to processing engines configured to process the threads, so that the processing engines read state information from the per-group state register rather than the master register. In another embodiment, a number of master registers may be used to store state information for different types of threads.