Monitoring and Checkpointing in TensorFlow

In our last post we gave a basic introduction to TensorFlow 1.0. What we want to do now is take our foundation and move it forward. One of the most important parts of deep learning is understanding what is going on while the code is running. As our problems get more complicated and our datasets get larger, training time can go from minutes to days. If we’ve picked a model with poor hyper-parameters or just a bad model in general, we don’t want to have to wait hours to make an adjustment to our model. Or if we have great hyperparameters and models, but don’t tell the model to train for enough steps we don't want to start from scratch. Or do we…
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Intro to TensorFlow

In a series of blog posts, we want to show a step-by-step guide on how to get from a basic TensorFlow model to best-in-class architectures. Deep learning is a hot topic and it’s easy to find starting and advanced resources, but it can be difficult to see how to get from the intro material to more advanced models. We at Bitfusion would like to help address the lack of points along the journey to becoming a Deep Learning expert.
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tutorial

Tensorflow 1.0 Updated Bitfusion AMI Available

We’re excited to announce that the newest version of our Bitfusion Ubuntu 14 Tensorflow AMI is now available in the AWS Marketplace with Tensorflow 1.0! This Tensorflow release marks a major milestone of functionality, robustness, and -- going forward -- backwards compatibility.
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ami aws tensorflow

Chainer 1.21 Updated Bitfusion AMI Now Available

We’re excited to announce the latest version of our Bitfusion Ubuntu 14 Chainer AMI is now available in the AWS Marketplace.
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ami aws chainer

New: Bitfusion MXNet AMI Now Available

We’re excited to announce the newest AMI in our lineup: Bitfusion Ubuntu 14 MXNet AMI, now available in the AWS Marketplace. Amazon CTO Werner Vogels has recently announced that MXNet is the company's official deep learning framework of choice, paving the way for fast growth and interest this previously lesser known project.
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ami aws mxnet

Latest Bitfusion Caffe AMI Now Available

We’re excited to announce the newest version of our Bitfusion Ubuntu 14 Caffe AMI is now available in the AWS Marketplace.
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ami aws caffe

Latest Bitfusion Tensorflow AMI and New Pricing

We’re excited to announce that the newest version of our Bitfusion Ubuntu 14 Tensorflow AMI is now available in the AWS Marketplace. We’ve also made some exciting new changes to our pricing model to help save you money.
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ami aws tensorflow

Latest Bitfusion Chainer AMI Now Available

We’re excited to announce the newest version of our Bitfusion Ubuntu 14 Chainer AMI is now available in the AWS Marketplace.
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ami aws chainer

Latest Bitfusion Theano AMI Now Available

We’re excited to announce the newest version of our Bitfusion Ubuntu 14 Theano AMI is now available in the AWS Marketplace.
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ami aws theano

Bitfusion Presenting at Supercomputing Conference 2016

Join us November 15-17 in Salt Lake City, Utah as we partake in the 2016 Supercomputing Conference.  In conjunction with introducing the latest version of our revolutionary Bitfusion Boost software, which now comes with a free trial for up to 4 node deployments, we will be presenting a talk titled: GPU Virtualization: Optimizing Performance and Cost of your Applications, on Wednesday November 16 at 11am, Nimbix Booth #4072.
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