Specification-driven directed test generation for validation of pipelined processors

Author:

Mishra Prabhat1,Dutt Nikil2

Affiliation:

1. University of Florida, Gainesville, FL

2. University of California, Irvine, CA

Abstract

Functional validation is a major bottleneck in pipelined processor design due to the combined effects of increasing design complexity and lack of efficient techniques for directed test generation. Directed test vectors can reduce overall validation effort, since shorter tests can obtain the same coverage goal compared to the random tests. This article presents a specification-driven directed test generation methodology. The proposed methodology makes three important contributions. First, a general graph model is developed that can capture the structure and behavior (instruction set) of a wide variety of pipelined processors. The graph model is generated from the processor specification. Next, we propose a functional fault model that is used to define the functional coverage for pipelined architectures. Finally, we propose two complementary test generation techniques: test generation using model checking, and test generation using template-based procedures. These test generation techniques accept the graph model of the architecture as input and generate test programs to detect all the faults in the functional fault model. Our experimental results on two pipelined processor models demonstrate several orders-of-magnitude reduction in overall validation effort by drastically reducing both test-generation time and number of test programs required to achieve a coverage goal.

Publisher

Association for Computing Machinery (ACM)

Subject

Electrical and Electronic Engineering,Computer Graphics and Computer-Aided Design,Computer Science Applications

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1. Incremental Concolic Testing of Register-Transfer Level Designs;ACM Transactions on Design Automation of Electronic Systems;2024-05-03

2. Directed Test Generation for Hardware Validation: A Survey;ACM Computing Surveys;2024-01-12

3. Mutation Analysis and Model Checking Guided Test Generation for SoC Run-Time Monitors;2023 36th International Conference on VLSI Design and 2023 22nd International Conference on Embedded Systems (VLSID);2023-01

4. Directed Test Generation for Activation of Security Assertions in RTL Models;ACM Transactions on Design Automation of Electronic Systems;2021-04

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