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11/01/2022
Efficient AlphaFold2 Training using Parallel Evoformer and Branch Parallelism
The accuracy of AlphaFold2, a frontier end-to-end structure prediction s...
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08/17/2022
Boosting Distributed Training Performance of the Unpadded BERT Model
Pre-training models are an important tool in Natural Language Processing...
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08/08/2022
SDWPF: A Dataset for Spatial Dynamic Wind Power Forecasting Challenge at KDD Cup 2022
The variability of wind power supply can present substantial challenges ...
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07/12/2022
HelixFold: An Efficient Implementation of AlphaFold2 using PaddlePaddle
Accurate protein structure prediction can significantly accelerate the d...
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06/07/2022
PP-OCRv3: More Attempts for the Improvement of Ultra Lightweight OCR System
Optical character recognition (OCR) technology has been widely used in v...
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05/20/2022
PaddleSpeech: An Easy-to-Use All-in-One Speech Toolkit
PaddleSpeech is an open-source all-in-one speech toolkit. It aims at fac...
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05/20/2022
SE-MoE: A Scalable and Efficient Mixture-of-Experts Distributed Training and Inference System
With the increasing diversity of ML infrastructures nowadays, distribute...
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05/19/2022
Nebula-I: A General Framework for Collaboratively Training Deep Learning Models on Low-Bandwidth Cloud Clusters
The ever-growing model size and scale of compute have attracted increasi...
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04/06/2022
PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model
Real-world applications have high demands for semantic segmentation meth...
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12/23/2021
ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation
Pre-trained language models have achieved state-of-the-art results in va...
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12/06/2021
End-to-end Adaptive Distributed Training on PaddlePaddle
Distributed training has become a pervasive and effective approach for t...
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11/20/2021
HeterPS: Distributed Deep Learning With Reinforcement Learning Based Scheduling in Heterogeneous Environments
Deep neural networks (DNNs) exploit many layers and a large number of pa...
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11/01/2021
PP-PicoDet: A Better Real-Time Object Detector on Mobile Devices
The better accuracy and efficiency trade-off has been a challenging prob...
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11/01/2021
PP-ShiTu: A Practical Lightweight Image Recognition System
In recent years, image recognition applications have developed rapidly. ...
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09/07/2021
PP-OCRv2: Bag of Tricks for Ultra Lightweight OCR System
Optical Character Recognition (OCR) systems have been widely used in var...
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04/28/2021
PAFNet: An Efficient Anchor-Free Object Detector Guidance
Object detection is a basic but challenging task in computer vision, whi...
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04/21/2021
PP-YOLOv2: A Practical Object Detector
Being effective and efficient is essential to an object detector for pra...
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03/10/2021