Loop Control Instruction Decoding for Branch Prediction

Resolve Bottlenecks,
Find Innovative Solutions
Generate Solutions

Solution Overview

Problem

Existing branch prediction mechanisms in processors face challenges with high overhead and mispredictions, especially in low to mid-size processors with small branch predictors, leading to performance losses due to branch overheads and capacity misses in applications dominated by loop instructions.

Innovation Solution

The implementation of a history-free predictor that dynamically determines loop prediction information within the pipeline, allowing for accurate prediction of loop iterations without the need for additional storage, by decoding loop control instructions and using speculative address data to validate predictions, thereby reducing mispredictions and hardware costs.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If traditional branch prediction mechanisms are used in low to mid-size processors, then prediction capability is provided, but hardware overhead and cost increase

Engineering Contradiction:
Improvebranch prediction accuracyVSAvoidhardware overhead
Core Design Contradiction:
ReliabilityVSDevice complexity

Solution Approach 1:

The patent extracts the essential prediction information (loop iteration count) directly from the loop control instruction itself, separating the prediction function from traditional branch predictor hardware. This allows accurate loop prediction without requiring complex target storage structures, resolving the contradiction between prediction reliability and device complexity

Inventive Principle:
Principle #2Taking out (Extraction)

Solution Approach 2:

The patent uses speculative address data as a simplified copy or representation of the actual target address, allowing prediction without storing complete target information. This copying approach maintains prediction capability while reducing hardware requirements for target storage

Inventive Principle:
Principle #26Copying

2Device complexity

If small branch predictors are used in processors, then hardware cost is reduced, but capacity misses increase leading to performance loss

Engineering Contradiction:
Improvebranch predictor sizeVSAvoidperformance
Core Design Contradiction:
Device complexityVSProductivity

Solution Approach 1:

The patent segments the prediction problem by treating loop instructions differently from other branches. By identifying loop control instructions and extracting iteration counts specifically for loop prediction, the system achieves accurate loop prediction without requiring a large general-purpose branch predictor, thus avoiding capacity misses while maintaining low hardware cost

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The patent changes the prediction parameter from traditional branch target addresses to loop iteration counts. This parameter change allows using simple counters instead of complex address-based predictors, eliminating capacity misses and improving performance while keeping the branch predictor small

Inventive Principle:
Principle #35Parameter changes

3Device complexity

If loop prediction is performed without target storage, then hardware cost is reduced, but prediction accuracy may deteriorate

Engineering Contradiction:
Improvetarget storage requirementVSAvoidprediction accuracy
Core Design Contradiction:
Device complexityVSReliability

Solution Approach 1:

The patent makes the loop control instruction self-sufficient by extracting prediction information directly from its own fields (iteration count). The instruction serves its own prediction needs without requiring external target storage, achieving both reduced hardware cost and maintained accuracy through self-contained prediction data

Inventive Principle:
Principle #25Self-service

Data Source

PatentUS11650822B1Program flow prediction for loops
Publication Date: 2023.05.16 ARM LTD
  • US11650822B1 patent drawing
  • US11650822B1 patent drawing
  • US11650822B1 patent drawing

AI summary

Instruction processing circuitry comprises fetch circuitry to fetch instructions for execution; instruction decoder circuitry to decode fetched instructions; execution circuitry to execute decoded instructions; and program flow prediction circuitry to predict a next instruction to be fetched; in which the instruction decoder circuitry is configured to decode a loop control instruction in respect of a given program loop and to derive information from the loop control instruction for use by the program flow prediction circuitry to predict program flow for one or more iterations of the given program loop.