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05/18/2023
Quiver: Supporting GPUs for Low-Latency, High-Throughput GNN Serving with Workload Awareness
Systems for serving inference requests on graph neural networks (GNN) mu...
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12/02/2021
MegBA: A High-Performance and Distributed Library for Large-Scale Bundle Adjustment
Large-scale Bundle Adjustment (BA) is the key for many 3D vision applica...
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08/26/2021
Fast and Flexible Human Pose Estimation with HyperPose
Estimating human pose is an important yet challenging task in multimedia...
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10/06/2020
Move Fast and Meet Deadlines: Fine-grained Real-time Stream Processing with Cameo
Resource provisioning in multi-tenant stream processing systems faces th...
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09/18/2020
RLzoo: A Comprehensive and Adaptive Reinforcement Learning Library
Recently, we have seen a rapidly growing adoption of Deep Reinforcement ...
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01/08/2019
CROSSBOW: Scaling Deep Learning with Small Batch Sizes on Multi-GPU Servers
Deep learning models are trained on servers with many GPUs, and training...
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07/26/2017
TensorLayer: A Versatile Library for Efficient Deep Learning Development
Deep learning has enabled major advances in the fields of computer visio...
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05/28/2017
