التفاصيل البيبلوغرافية
| العنوان: |
Simulation Environment with Customized RISC-V Instructions for Logic-in-Memory Architectures |
| المؤلفون: |
Su, Jia-Hui, Lu, Chen-Hua, Lee, Jenq Kuen, Coluccio, Andrea, Riente, Fabrizio, Vacca, Marco, Ottavi, Marco, Chen, Kuan-Hsun |
| سنة النشر: |
2023 |
| المجموعة: |
Computer Science |
| مصطلحات موضوعية: |
Computer Science - Hardware Architecture |
| الوصف: |
Nowadays, various memory-hungry applications like machine learning algorithms are knocking "the memory wall". Toward this, emerging memories featuring computational capacity are foreseen as a promising solution that performs data process inside the memory itself, so-called computation-in-memory, while eliminating the need for costly data movement. Recent research shows that utilizing the custom extension of RISC-V instruction set architecture to support computation-in-memory operations is effective. To evaluate the applicability of such methods further, this work enhances the standard GNU binary utilities to generate RISC-V executables with Logic-in-Memory (LiM) operations and develop a new gem5 simulation environment, which simulates the entire system (CPU, peripherals, etc.) in a cycle-accurate manner together with a user-defined LiM module integrated into the system. This work provides a modular testbed for the research community to evaluate potential LiM solutions and co-designs between hardware and software. |
| نوع الوثيقة: |
Working Paper |
| URL الوصول: |
http://arxiv.org/abs/2303.12128 |
| رقم الانضمام: |
edsarx.2303.12128 |
| قاعدة البيانات: |
arXiv |