Parallel Processor Command Stream Synchronization Control
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Solution Overview
Problem
Existing parallel processing systems face challenges in efficiently controlling synchronization in command stream based processing, leading to increased processing time and energy consumption due to complex data dependencies and cross-queue interactions.
Innovation Solution
The method involves analyzing command streams to detect dependencies, generating timeline dependency points, determining completion stream timeline points, comparing these points to determine the latest stream timeline point, and generating synchronization control instructions based on this analysis to optimize synchronization in command stream processing.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If traditional synchronization control methods are used in command stream based parallel processing, then correct synchronization between execution units is maintained, but processing time and energy consumption increase due to complex data dependencies and cross-queue interactions
Solution Approach 1:
The system performs preliminary analysis of the command stream to detect dependencies and generate timeline dependency points before execution. By determining completion stream timeline points and generating synchronization control instructions in advance, the system avoids runtime synchronization overhead while maintaining correctness.
Solution Approach 2:
The patent introduces timeline dependency points as intermediary markers within the command stream. These points act as synchronization checkpoints that mediate between different execution units and queues, enabling coordinated parallel execution without requiring complex direct synchronization protocols.
2Reliability
If traditional synchronization control methods are used in command stream based parallel processing, then correct synchronization between execution units is maintained, but energy consumption increases due to complex data dependencies and cross-queue interactions
Solution Approach 1:
The system performs preliminary analysis of the command stream to detect dependencies and generate timeline dependency points before execution. By determining completion stream timeline points and generating synchronization control instructions in advance, the system avoids runtime synchronization overhead while maintaining correctness.
Solution Approach 2:
The patent introduces timeline dependency points as intermediary markers within the command stream. These points act as synchronization checkpoints that mediate between different execution units and queues, enabling coordinated parallel execution without requiring complex direct synchronization protocols.
3Productivity
If the number of synchronizations is reduced in command stream processing, then processing overhead and energy consumption are minimized, but maintaining correct synchronization becomes more difficult
Solution Approach 1:
The system transforms the synchronization control problem by changing parameters from traditional barrier-based synchronization to timeline-based synchronization. By representing dependencies as timeline dependency points with associated completion times, the system simplifies the synchronization model while maintaining correctness through temporal ordering.
Solution Approach 2:
The system performs preliminary analysis of the command stream to detect dependencies and generate timeline dependency points before execution. By determining completion stream timeline points and generating synchronization control instructions in advance, the system avoids runtime synchronization overhead while maintaining correctness.
Data Source
AI summary
A method of preparing a command stream for a parallel processor, comprising: analysing the command stream to detect at least a first dependency; generating at least one timeline dependency point responsive to detecting the first dependency; determining a latest action for the first dependency to derive a completion stream timeline point for the first dependency; comparing the completion stream timeline point for the first dependency with a completion stream timeline point for a second dependency to determine a latest stream timeline point; generating at least one command stream synchronization control instruction according to the latest stream timeline point; and providing the command stream and the at least one command stream synchronization control instruction to an execution unit of the parallel processor.


