除了上述两个主要的贡献点,作者提到一种bank level in memory processor architecture,大体是利用bank级并行实现向量级并行计算;另外,为了评估,作者搭建了主核+协处理核的架构,主核是实际的处理器Xeon+AVX,协处理核是DDR DRAM PIM,用模拟器实现,融合基于内存模拟器 DRAMSim2 和RiscV模拟器 riscvOVPsim。 第三篇...
A memory with a processing in memory architecture and an operating method thereof are provided. The memory includes a memory array, a mode register, an artificial intelligence core, and a memory interface. The memory array includes a plurality of memory regions. The mode register stores a ...
To address customer concerns, Samsung built the processing and memory architecture to existing industry standards. “We can make this a processing memory technology as a drop-in replacement for a commodity DRAM,” said Kim. In addition, a software stack was developed to allow existing application ...
processing-in-memory—HBM-PIM. The architecture adds artificial intelligence processing to high-bandwidth memory chips. The new chips will be marketed as a way to speed up data centers, boost speed in high performance computers and to further...
Processing-in-memory (PIM) is rapidly rising as a viable solution for the memory wall crisis, rebounding from its unsuccessful attempts in 1990s due to practicality concerns, which are alleviated with recent advances in 3D stacking technologies. However, it is still challenging to integrate the PIM...
Self-Optimizing Memory Controllers: A Reinforcement Learning Approach Caruana. Self-Optimizing Memory Controllers: A Reinforcement Learning Approach. In ISCA '08: Proc. of the 35th Int. Symp. on Computer Architecture, pages... E Ipek,O Mutlu,JF Martínez,... - International Symposium on Computer...
3D Memristor Array Based Neural Network Processing in Memory Architecture Nowadays, due to the rapid development of artificial intelligence, the memristor-based processing in memory(PIM) architecture for neural network(NN) attracts a lot of researchers' interests since it performs much better than tradi...
Through Process In Memory, we put an end to costly data movement by computing exactly where the data is: the memory. We developed the first PIM solution that is fully programmable, scalable, and efficient to address data-intensive applications and without requiring any hardware architecture changes...
“GenPIM:GeneralizedProcessingIn-MemorytoAccelerateDataIntensiveApplications,”Proc.IEEE/ACMDesignAutomationandTestinEuropeConference,2018,pp.1155-1158.Chapter5,inpart,hasbeensubmittedforpublicationofthematerialasitmayappearinS.Gupta,M.Imani,H.Kaur,T.Rosing,“NNPIM:AProcessingIn-MemoryArchitectureforNeural...
4 神经网络架构搜索的例子 Example of Neural Architecture Search ■3 知识蒸馏 Knowledge Distillation ■4 高效DNN模型设计中的考虑因素 Design Considerations for Efficient DNN Models ■■10 高级技术 Advanced Technologies ■1 临内存[12]处理[13]Processing Near Memory ...