Dr. James McCaffrey of Microsoft Research presents the fundamental concepts of tensors necessary to establish a solid foundation for learning how to create PyTorch neural networks, based on his ...

Dr. James McCaffrey of Microsoft Research provides a full code sample and screenshots to explain how to create and use PyTorch Dataset and DataLoader objects, used to serve up training or test data in ...

要想炼丹爽得飞起，就要选择一个顺手的炉子。作为 AI 工程师日常必不可缺的「炼丹炉」，「PyTorch 还是 TensorFlow？」已成为知乎、Reddit 等炼丹师出没之地每年都会讨论的热门话题。 业界流传一种说法：PyTorch 适合学术界，TensorFlow 适合工业界。毕竟，PyTorch 是 ...

Deep learning is changing our lives in small and large ways every day. Whether it’s Siri or Alexa following our voice commands, the real-time translation apps on our phones, or the computer vision ...

Learn how to create a simple neural network, and a more accurate convolutional neural network, with the PyTorch deep learning library PyTorch is a Python-based tensor computing library with high-level ...

深夜调试完Transformer结构，服务器却因内存错误中断训练；在实验室反复运行强化学习环境时，单核延迟拖慢策略收敛；用JupyterNotebook加载百GB生物数据集，传统桌面CPU频繁卡顿——这些不是偶然故障，而是AI研究人员 ...

Tensors play a pivotal role in AI and deep learning systems, and share a common heritage with both physics and advanced mathematics. All of which makes it extremely difficult to lock down a definitive ...