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Nihal Soans edited this page Apr 5, 2018 · 3 revisions

Tensorflow

TensorFlow is Google Brain's second generation system. Version 1.0.0 was released on February 11, 2017. While the reference implementation runs on single devices, TensorFlow can run on multiple CPUs and GPUs (with optional CUDA and SYCL extensions for general-purpose computing on graphics processing units). TensorFlow is available on 64-bit Linux, mac-OS, Windows, and mobile computing platforms including Android and iOS.

TensorFlow computations are expressed as stateful data-flow graphs. The name TensorFlow derives from the operations that such neural networks perform on multidimensional data arrays. These arrays are referred to as "tensors".

We used tensorflow to run Unet FCn models with keras as a wrapper.Tensorflow has now paved way to easy implementation of deep learning models.

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