Overall, keep in mind this preview is just the start of a journey. Expect the process of driver and hardware improvement around performance to take quite some time, aided in part by learnings from your early use of the features. Based on bring-up testing so far, the current drivers with ...
The paper presents its high-level architecture, its implementation as a service used within the OpenAIRE infrastructure system and reports numbers of real-case experiments. Findings GDup provides the functionalities required to deliver a fully-fledged entity deduplication workflow over a generic input ...
streaming graph partitioning algorithms that are amenable to distributed implementation. We show that many previously proposed methods are special instances of this framework, we derive a novel one-pass, streaming graph partitioning algorithm and show that it yields significant benefits over previou...
Tensors and Dynamic neural networks in Python with strong GPU acceleration - Revert "Implement cuda graphs implementation of torch.cond and torch.…· pytorch/pytorch@9a88300
Implementation details. All the models in this paper are implemented using PyTorch and PyTorch Geometric (Paszke et al., 2019) and the experiments are conducted on a single GPU (Quadro RTX 8000). For Node2Vec, GCN, GAT, JK-Net, GCNII, and RGCN, we used the implementations in PyTorch Geo...
C++ implementation of Real-time Streaming Anomaly Detection in Dynamic Graphs. Siddharth Bhatia, Rui Liu, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos. TKDD, 2022. MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams. Siddharth Bhatia, Bryan Hooi, Minji Yoon, Kijung Shin...
memory pool from which the implementation draws it’s allocations from is not some hidden implicit one. After we have the work graphs State Object we have to find out how large that memory pool should be in total. We also have to allocate and provide a buffer to the implementation ...
Depending on the Kubernetes implementation, the cgroup information may show the pod UID in a different format. So we extract a portion from the UID pod taken in the first step and check the corresponding cgroup process information: Shell 1 2 root@debug:/# grep -H ec542521b225 /proc/{...
Implementation notes vgis a collection of tools based on a common data model (the variation graph) that is described by a protobuf schema (vg.proto). Data objects defined in vg.proto may be serialized via a stream pattern defined in stream.hpp. It is not necessary to write code in vg ...
126 Algorithms 4.5 Priority queue implementations 4.5.1 Array The simplest implementation of a priority queue is as an unordered array of key values for all potential elements (the vertices of the graph, in the case of Dijkstra's algorithm). Initially, these values are set to ∞. An insert ...