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Keras was first independent software, then integrated into the TensorFlow library, and later supporting more. "Keras 3 is a full rewrite of Keras [and can be used] as a low-level cross-framework language to develop custom components such as layers, models, or metrics that can be used in native workflows in JAX, TensorFlow, or PyTorch — with ...
For example, TensorFlow Recommenders and TensorFlow Graphics are libraries for their respective functionalities in recommendation systems and graphics, TensorFlow Federated provides a framework for decentralized data, and TensorFlow Cloud allows users to directly interact with Google Cloud to integrate their local code to Google Cloud. [68]
In computing, downgrading refers to reverting software (or hardware) back to an older version; downgrade is the opposite of upgrade. Programs may need to be downgraded to remove introduced bugs, restore useful removed features, and to increase speed and/or ease of use. The same can occur with machinery.
The last version of Numeric (v24.2) was released on 11 November 2005, while the last version of numarray (v1.5.2) was released on 24 August 2006. [ 13 ] There was a desire to get Numeric into the Python standard library, but Guido van Rossum decided that the code was not maintainable in its state then.
Moto X is an Android smartphone developed and manufactured by Motorola Mobility, and released in August 2013.. The Moto X was the first smartphone from the company fully developed under Google-[3] which acquired Motorola Mobility in 2012 – introduced with a brand refresh, [4] and a new flagship design language replacing the "sharp" metallic and Kevlar coating used since the original Droid. [5]
Windows 2.0 is the last version of Windows that ran solely on floppy disks. [31] The operating environment is shipped with fifteen programs, [32] and it also introduced the GUI based programs Microsoft Word and Excel, to compete against the then-reigning competitors WordPerfect and Lotus 1-2-3. [27]
Vision processing units are distinct from graphics processing units (which are specialised for video encoding and decoding) in their suitability for running machine vision algorithms such as CNN (convolutional neural networks), SIFT (scale-invariant feature transform) and similar.
The follow-on to the Galaxy Chromebook, the Galaxy Chromebook 2 was introduced in 2021. With a cheaper price, lower FHD QLED display, lower Core i3 processor, and no stylus, it is largely a downgrade from the previous model. It is intended that these changes improve the battery life. [153] [154]