中国深度学习市场应用规模第一！ 这就是中国信通院与深度学习技术及应用国家工程研究中心联合发布的《深度学习平台发展报告（2022年）》（下文简称报告）中，所给出的最新结论。 而且还是和老牌深度学习框架选手，谷歌家的TensorFlow、Meta家的PyTorch一较高 ...

A subcategory of machine learning, deep learning uses multi-layered neural networks to automate historically difficult machine tasks—such as image recognition, natural language processing (NLP), and ...

Not every regression or classification problem needs to be solved with deep learning. For that matter, not every regression or classification problem needs to be solved with machine learning. After ...

In the dynamic world of machine learning, two heavyweight frameworks often dominate the conversation: PyTorch and TensorFlow. These frameworks are more than just a means to create sophisticated ...

Is PyTorch better than TensorFlow for general use cases? originally appeared on Quora: the place to gain and share knowledge, empowering people to learn from others and better understand the world.

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Vivek Yadav, an engineering manager from ...

TensorFlow, PyTorch, Keras, Caffe, Microsoft Cognitive Toolkit, Theano and Apache MXNet are the seven most popular frameworks for developing AI applications. Artificial Intelligence (AI) is a rapidly ...

When it comes to deep learning frameworks, TensorFlow is one of the most preferred toolkits. However, one framework that is fast becoming the favorite of developers and data scientists is PyTorch.

关注获取更多计算机视觉与深度学习知识 大家好，2023年我推出了一门视频课程《Pytorch框架CV开发-从入门到实战》累计超过千人打卡报名学习，课程反馈良好，帮助了许多人成功转行深度学习与计算机视觉领域。2024年开始，我花了一个多月时间，重新对 ...

【导读】用英伟达的GPU，但可以不用CUDA？PyTorch官宣，借助OpenAI开发的Triton语言编写内核来加速LLM推理，可以实现和CUDA类似甚至更佳的性能。 试问，有多少机器学习小白曾被深度学习框架和CUDA的兼容问题所困扰？ 又有多少开发者曾因为频频闪烁的警报「CUDA版本 ...