TensorFlow NeuronX 1.0
TensorFlow is an open-source software library for high-performance numerical computing. Its flexible architecture allows easy deployment on various platforms (CPUs, GPUs, TPUs) across desktops, servers, and mobile devices. Developed by Google Brain team, TensorFlow was released under the Apache 2.0 license in 2015. Key features include flexibility, scalability, and portability, supporting applications from mobile to complex ML systems. TensorFlow's core utilizes data flow graphs to represent computations, enabling efficient parallel processing and optimization on diverse hardware platforms. It also supports automatic differentiation crucial for complex ML algorithms like deep learning networks.
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