TorchStore provides a distributed, asynchronous tensor storage system built on top of Monarch actors. It enables efficient storage and retrieval of PyTorch tensors across multiple processes and nodes ...
Abstract: This paper presents effective mathematical description models, methods, algorithms, software and intelligent geoinformation technologies for processing, storage, analysis, recognition, 3D ...
To build the Dockerfiles successfully, ensure the files under the common/ directory is in the same parent folder as the Dockerfile. The common directory contains shared scripts and configuration files ...
Abstract: This study investigates the distributed fault-tolerant consensus issue of multi-agent systems subject to complicated abrupt and incipient time-varying actuator faults in physical hierarchy ...
Deep learning emerges as an important new resource-intensive workload and has been successfully applied in computer vision, speech, natural language processing, and so on. Distributed deep learning is ...
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