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Tag Archives: tensorflow

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TensorFlow Versus PyTorch

  • By Podtech
  • In Application artificial intelligence Community Software Development

TensorFlow and PyTorch are two of the most popular deep learning frameworks that are widely used by researchers and practitioners to build, train, and deploy deep learning models. Both of these frameworks have their own strengths and weaknesses, and choosing the right one depends on your specific needs and preferences. Here are some differences between […]

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10 Pros And 10 Cons Of PyTorch

  • By Podtech
  • In Application artificial intelligence Community Software Development

PyTorch, as a machine learning framework, also have its advantages and disadvantages when critically examined, here are some; Pros of PyTorch Easy to use: PyTorch has a simple and intuitive syntax, making it easy to learn and use. Dynamic computation graph: PyTorch uses a dynamic computation graph, which allows users to change the graph on […]

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What Is PyTorch And How Does It Work?

  • By Podtech
  • In Application artificial intelligence Community Software Development

PyTorch is a powerful and flexible open-source machine learning framework that allows users to build and train deep neural networks. It is based on the Torch library and uses a dynamic computational graph, which means that the graph is built on the fly during the execution of the program. Here’s how PyTorch works: Tensors: PyTorch […]

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10 Pros and 10 Cons of TensorFlow

  • By Podtech
  • In Application artificial intelligence Community Software Development

TensorFlow is known as an open-source software library for building artificial intelligence (AI) applications. However, there are tradeoffs and setbacks that should be considered when opting for TensorFlow, here are some; Pros of TensorFlow Open-Source: TensorFlow is an open-source software library, which means that it is freely available to anyone who wants to use it. […]

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What Is TensorFlow And How Does It Work?

  • By Podtech
  • In Application artificial intelligence Community Software Development

TensorFlow is an open-source software library developed by Google Brain Team for numerical computation and large-scale machine learning applications. It is based on a data flow graph architecture that allows users to build and train machine learning models for various tasks. Here’s how TensorFlow works: Data Preparation: The first step is to prepare the data […]

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Google Turns Intel oneDNN AI Libraries as Default on TensorFlow

  • By podtech
  • In artificial intelligence Development Software Development

Google Turns Intel oneDNN AI Libraries as Default on TensorFlow Google has turned-on Intel oneDNN as a default library on the latest version of its open source artificial intelligence and machine learning software platform, TensorFlow 2.9. Intel oneAPI Deep Neural Network Library, oneDNN, is also an open source cross-platform performance library of basic deep learning […]

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