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OneMCC:构建面向NDP设备的开放软件生态系统.pdf

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1、OneMCC:Building anOpen Software Ecosystem for NDP DevicesHanwoong Jung,Wonjae LeeCopyright 2013-2025 Samsung Electronics Co.,Ltd.Confidential.All rights reserved.This document has been prepared by Samsung Electronics Co.,Ltd.(“Samsung”).All contents in this document is the property of Samsung,protec

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根据《OneMCC: Building an Open Software Ecosystem for NDP Devices》文档,主要内容如下: 1. **OneMCC目标**:建立一个统一的软件规范,以支持“内存中心计算”(Memory-Centric Computing),简化在现有软件中启用新设备(计算内存)的过程。 2. **计算内存类型**:分为“作为内存”和“作为加速器”两种,分别由xPU设备和主机处理器控制。 3. **OneMCC规范**:旨在为MCC设备提供标准接口,允许不同厂商根据规范进行实现。 4. **OneMCC在UXL Foundation**:计划在UXL Foundation内定义OneMCC规范,并开放合作。 5. **OneMCC实现**:包括编程模型、深度学习编译器、设备驱动程序等。 6. **OneMCC案例**:通过CXL PNM和CMM-DC等设备加速FAISS和LLaMA模型。 7. **PyTorch支持**:PyTorch支持XPU设备类型,并正在探索扩展以支持CXL PNM设备。
开启计算内存新纪元?" 加速AI的幕后英雄?" 未来计算新篇章?"
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