这项由DeepReinforce团队完成的突破性研究发表于2025年12月，研究编号为arXiv:2512.02551v1。论文的主要作者包括苏松桥、孙晓飞、李小雅、王阿尔伯特、李机伟和沈克里斯等研究人员。这项研究首次证明了人工智能可以在矩阵计算这一 ...

Abstract: Although logging practices have been extensively explored in conventional software systems, there remains a lack of understanding of how logging is applied in CUDAbased deep learning (DL) ...

CNN in deep learning is a special type of neural network that can understand images and visual information. It works just like human vision: first it detects edges, lines and then recognizes faces and ...

----- AcceleratorError Traceback (most recent call last) Cell In[11], [line 13](vscode-notebook-cell:?execution_count=11&line=13) 11 # 2. Calculate loss and accuracy ...

1 College of Sciences and Humanities, Prince Sultan University, Riyadh, Saudi Arabia 2 School of Education, Soochow University, Suzhou, China Artificial Intelligence-based Learning Tools (AI-LTs) are ...

Revives the last functional CUDA deep-learning stack on macOS High Sierra. NVIDIA CUDA 10.2 + cuDNN 7.6.5 + PyTorch 1.7.0 fully working on GTX Pascal GPUs — a discontinued ecosystem resurrected.

1 State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation, Chengdu University of Technology, Chengdu, China 2 College of Geophysics, Chengdu University of Technology, Chengdu, China ...

In this advanced DeepSpeed tutorial, we provide a hands-on walkthrough of cutting-edge optimization techniques for training large language models efficiently. By combining ZeRO optimization, ...