Gyanendra Vardhangyanendra.hashnode.dev·Feb 13, 2024Understanding Tensors in TensorFlow: The Building Blocks of Higher-Dimensional DataTensorFlow, as the name suggests, revolves around the concept of tensors. Tensors serve as the fundamental building blocks upon which TensorFlow, one of the most powerful and widely-used deep learning frameworks, is built. But what exactly is a tenso...DiscussTensorFlow
Matt Popovicmatt0733.hashnode.dev·May 17, 2023The Power of Google Tensor TPU in Machine LearningMachine learning has revolutionized the way we look at data. With the advent of sophisticated algorithms and incredibly fast hardware, it is now possible to train models that can predict and classify data with remarkable accuracy. However, training t...Discuss·71 readsMachine Learning
Giovanni Giacomettigiogiac.hashnode.dev·Feb 23, 2023Understanding PyTorch gather functionPyTorch is one of the main libraries when it comes to Deep Learning in Python. Tensors, the key data structure of the framework, can be manipulated in multiple ways. One of the available methods is the gather function. The following is the signature ...Discuss·586 readsPython
Zakhar Koganyawn.hashnode.dev·Jan 14, 2023Moore's perspectiveSo I've stumbled upon an article mentioning that the most powerful supercomputer in 2010 was Tianhe-1 with a peak performance of 2.5 petaFLOPS. Fast forward, it's 2023. We've got Graphcore IPUs available for free (ref link so I'll use it for paid pl...Discuss·87 readsCloud Computing