Escaping the despair of "setting batch size to 1"Engineers who start fine-tuning or training their own LLMs (Large Language ...

I recently read an article by Adam Mainz (@MainzOnX) titled "What even is a kernel?". It is an introductory article that ...

A GPU kernel is the code that runs on the GPU when you call an operation like torch.matmul, as thousands of copies at once.

The PyTorch compromise that happened right at the end of 2022 was rather ugly, but its impact was not widespread—seemingly, at least. The incident does highlight some of the perils of relying on an ...

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 ...

Dr. James McCaffrey of Microsoft Research provides full code and step-by-step examples of anomaly detection, used to find items in a dataset that are different from the majority for tasks like ...

Because machine learning with deep neural techniques has advanced quickly, our resident data scientist updates binary classification techniques and best practices based on experience over the past two ...

At first glance, PyTorch and TensorFlow seem almost identical: They're both free, open source machine learning frameworks that make extensive use of Python; they both benefit from large, dynamic ...