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Ansgar Keller,Rainer Kniggelel applications. The available counters vary with architecture and are collected at execution time. Their abundance and the limited number of registers for measurement make gathering laborious and costly. Efficient characterization of parallel regions necessitates a dimension reduction strategy. Wh在前面 发表于 2025-3-24 05:42:43
Ansgar Keller,Rainer Knigge low-bandwidth environments, both potentially causing . model updates (e.g., local gradients) for global aggregation. Traditional approaches mitigating the staleness of updates typically focus on either adjusting the local updating or gradient compression, but not both. Recognizing this gap, we intr温室 发表于 2025-3-24 09:22:19
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ations. Furthermore, we present a tool for generating efficiently vectorised code leveraging Arm’s SVE and RISC-V’s RVV instructions. It enables automatisation of the generation of micro-kernels and, therefore, the generation of a large range of such kernels. The results provide insights both, to mifringe 发表于 2025-3-25 02:40:50
Ansgar Keller,Rainer Knigge PCTC changes the sequence of matrix operations for capsule layers so that sparse operations are eliminated. PCTC further enhances the execution of CapsNets on TCs by eliminating those matrix operations that are not necessary to maintain the accuracy of the network. Quite often, CapsNets are designe