Jul 13, 2017   |   Scott Leishman

Introducing the Aeon Dataloader and Other Enhancements in Nervana Cloud 1.5.0

Nervana Cloud 1.5.0 contains enormous under-the-hood changes and improvements.  We’ve revamped and updated a lot of the core underlying code, separated the various application components into their own microservices, re-written our job launcher, added support for a new container orchestration service, squashed more than 75 bugs, and greatly expanded our testing coverage. The biggest changes…

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#Release Notes #Technology

Jan 19, 2016   |   Scott Leishman

neon v1.1.5 released!

Highlights from this release include:  * CUDA kernels for lookuptable layer. This results in a 4x speedup for our sentiment analysis model example * support for determinstic Conv layer updates * custom dataset walkthrough utilizing bAbI data * reduced number of threads in deep reduction EW kernels [#171] * additional (de)serialization routines [#106] * CPU…

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#Release Notes

Dec 03, 2015   |   Scott Leishman

neon v1.1.3 released!

Highlights from this release include: * deconvolution and weight histogram visualization examples and documentation * CPU convolution and pooling layer speedups (~2x faster) * bAbI question and answer interactive demo, dataset support. * various ImageLoader enhancements. * interactive usage improvements (shortcut Callback import, multiple Callbacks init, doc updates, single item batch size support) * set…

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#Release Notes

Oct 31, 2015   |   Scott Leishman

neon v1.1.0 released!

Highlights from this new release include: * Sentiment analysis support (LSTM lookupTable based), new IMDB example network * Support for merge and branch layer stacks via the introduction of LayerContainers * Support for freezing layer stacks * Adagrad based optimizer * new GPU kernels for fast compounding batch norm, conv and pooling engine updates, new…

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#Release Notes

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