Atomic Operation Merging for Graphics Processing Speed
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
Conventional techniques for processing atomic operations in graphics data processing systems are inefficient due to serial processing when multiple SIMD slots map to the same address, leading to prolonged processing times and resource wastage.
Innovation Solution
A novel technique that detects and merges multiple atomic operations with the same memory address into a single atomic operation, allowing for simultaneous execution, thereby reducing the number of required cycles and enhancing processing speed.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If atomic operations are processed serially when multiple SIMD slots map to the same address, then correctness of atomic operations is maintained, but processing speed deteriorates significantly
Solution Approach 1:
The patent merges multiple atomic operations targeting the same memory address into a single atomic operation. When multiple SIMD slots map to the same address, their operations are combined into one atomic operation that processes all slots simultaneously, eliminating the need for serial execution while maintaining atomicity and correctness.
Solution Approach 2:
The patent introduces a universal atomic operation mechanism that can handle multiple slots with the same address through a single operation. This multi-functional approach allows the same atomic operation infrastructure to serve both single-slot and multi-slot scenarios, improving speed without sacrificing reliability.
2Productivity
If atomic operations are processed in parallel, then processing efficiency is improved, but system complexity increases due to conflict resolution requirements
Solution Approach 1:
By merging multiple atomic operations into a single operation, the patent eliminates the need for complex conflict resolution logic. The merging approach allows parallel processing of multiple slots while maintaining simplicity in the atomic operation handling mechanism, as the system only needs to manage one atomic operation per unique address rather than coordinating multiple concurrent operations.
3Reliability
If multiple atomic operations are executed sequentially, then resource conflicts are avoided, but processing time increases proportionally with the number of operations
Solution Approach 1:
The patent combines multiple atomic operations targeting the same address into a single atomic operation, allowing all operations to be executed simultaneously in one cycle rather than sequentially over multiple cycles. This merging approach eliminates resource conflicts by design, as the combined operation inherently handles all slots atomically, while dramatically reducing processing time from N cycles to 1 cycle for N slots.
Data Source
AI summary
A mechanism is described for facilitating dynamic merging of atomic operations in computing devices. A method of embodiments, as described herein, includes facilitating detecting atomic messages and a plurality of slot addresses. The method further includes comparing one or more slot addresses of the plurality of slot addresses with other slot addresses of the plurality of slot addresses to seek one or more matched slot addresses, where the one or more matched slot addresses are merged into one or more merged groups. The method may further include generating one or more merged atomic operations based on and corresponding to the one or more merged groups.