STLs for GPUs: Using High-Level Language Approaches

被引:0
作者
Guerrero-Balaguera, Juan-David [1 ]
Condia, Josie E. Rodriguez [1 ]
Reorda, Matteo Sonza [1 ]
机构
[1] Politecn Torino, Dept Control & Comp Engn DAUIN, I-10129 Turin, Italy
关键词
Graphics processing units; Registers; Programming; Computer architecture; Libraries; Observability; High level languages; Fault detection; Complexity theory; Built-in self test; In-field Testing; Graphics Processing Units (GPUs); High-Level Programming Languages; Self-Test Libraries (STLs); Software-Based Self-Test (SBST);
D O I
10.1109/MDAT.2023.3267601
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Self-test libraries (STLs) that are widely used for in-field fault detection in processor-based systems can also be used in graphics processing units (GPUs). This work describes a method to develop suitable STLs resorting to high-level languages (HLLs) (e.g., CUDA) for some modules in GPUs, thus reducing the complexity of the STLs development process. The main advantages, limitations and constraints or developing HLL STLs for GPUs are discussed. The libraries are evaluated using FlexGripPlus GPU model. The experimental results show that HLL STLs can be effectively developed for regular modules in the GPU.
引用
收藏
页码:51 / 60
页数:10
相关论文
共 12 条
  • [1] Development Flow for On-Line Core Self-Test of Automotive Microcontrollers
    Bernardi, Paolo
    Cantoro, Riccardo
    De Luca, Sergio
    Sanchez, Ernesto
    Sansonetti, Alessandro
    [J]. IEEE TRANSACTIONS ON COMPUTERS, 2016, 65 (03) : 744 - 754
  • [2] Testing the divergence stack memory on GPGPUs: A modular in-field test strategy
    Condia, Josie E. Rodriguez
    Reorda, M. Sonza
    [J]. 2020 IFIP/IEEE 28TH INTERNATIONAL CONFERENCE ON VERY LARGE SCALE INTEGRATION (VLSI-SOC), 2020, : 153 - 158
  • [3] FlexGripPlus: An improved GPGPU model to support reliability analysis
    Condia, Josie E. Rodriguez
    Du, Boyang
    Reorda, Matteo Sonza
    Sterpone, Luca
    [J]. MICROELECTRONICS RELIABILITY, 2020, 109
  • [4] Condia JER, 2019, IEEE INT ON LINE, P97, DOI [10.1109/iolts.2019.8854463, 10.1109/IOLTS.2019.8854463]
  • [5] Using STLs for Effective In-Field Test of GPUs
    Condia, Josie E. Rodriguez E.
    da Silva, Felipe Augusto
    Bagbaba, Ahmet Cagrl
    Guerrero-Balaguera, Juan-David
    Hamdioui, Said
    Sauer, Christian
    Reorda, Matteo Sonza
    [J]. IEEE DESIGN & TEST, 2023, 40 (02) : 109 - 117
  • [6] Defour D, 2013, 2013 INTERNATIONAL CONFERENCE ON EMBEDDED COMPUTER SYSTEMS: ARCHITECTURES, MODELING AND SIMULATION (IC-SAMOS), P263, DOI 10.1109/SAMOS.2013.6621133
  • [7] Di Carlo S, 2013, PROC EUR TEST SYMP
  • [8] Guerrero-Balaguera J.-D., 2022, P IEEE 40 VLSI TEST, P1
  • [9] Hamdioui S, 2013, DES AUT TEST EUROPE, P129
  • [10] Hochstein L., 2005, SC 05, P35