Deep learning (DL) has significantly advanced artificial intelligence (AI); however, frameworks such as PyTorch, ONNX, and TensorFlow are optimized for general-purpose GPUs, leading to inefficiencies on specialized accelerators such as neural processing units (NPUs) and processing-in-memory (PIM) ...
2022年6月15日,岳峰课题组在Science Advances上发表了题为EagleC: A deep-learning framework for detecting a full range of structural variations from bulk and single-cell contact maps的工作。该项工作基于深度学习和集成学习策略,...
Abstract 背景:目前对cross-framework conversion中的inconsistencies和security bugs的研究少有 本文:TensorScope Github:https://github.com/tensorscopepro/Tensorscope Task: test cross-frame APIs in Machine Learning Libraries Method: 1. Differential Testing among Machine Learning Libraries 2. joint constraint an...
Wang X, Luan Y, Yue F. EagleC: A deep-learning framework for detecting a full range of structural variations from bulk and single-cell contact maps[J]. Science Advances, 2022, 8(24): eabn9215.
CNTK is a deep learning system started by the speech people who started the deep learning craze and grown into a more general platform-independent deep learning system. It is better known in the speech community than in the general deep learning community....
参考文献 Wang X, Luan Y, Yue F. EagleC: A deep-learning framework for detecting a full range of structural variations from bulk and single-cell contact maps[J]. Science Advances, 2022, 8(24): eabn9215.
介绍完这些内容之后,很多人自然会对优化的最为广泛的应用——深度学习(deep learning)感兴趣。的确,无论是处理计算机视觉(Computer Vision,CV)相关问题的卷积神经网络(Convolutional Neural Network,CNN),还是处理自然语言处理(Natural Language Processing,NLP)相关问题的循环神经网络(Recurrent Neural Network,RNN),它们的...
A deep-learning framework for predicting a full range of structural variations from bulk and single-cell contact maps - XiaoTaoWang/EagleC
IUIFramework2::GetUICommandName method (Windows) SIO_SET_WFP_CONNECTION_REDIRECT_RECORDS control code (Windows) Quickstart: Sending a toast notification from the desktop (Windows) Hyper-V management (Windows) RASEAPINFO structure (Windows) System.Search.UrlToIndex (Windows) TRUSTED_DOMAIN_INFORMATION_...
Machine Learning Framework: Eager mode framework: e.g.: PyTorch, JAX 命令式运行定义方法(imperative define-by-run) approach 机器学习模型表达为每次运行时所需的代码learning model is represented as code that is executed each time one wants to run the model 优点:更易于理解,可以使用标准工具进行调试 ...