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TensorFlow 1.12.0 has been released! Please see the full release notes for details on added features and changes. More info here ↓http://bit.ly/2qzMzuv
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Visualize your neural network with TensorBoard. In this Tip of the Week from
@lmoroney, learn how to debug and optimize complex TensorFlow models using this handy suite of tools. Watch here → http://bit.ly/2Fm2hni pic.twitter.com/21KTZruwIX
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We’ve released a new Colab version of our image retraining tutorial! Build an image classifier using a
#TensorFlowHub image module right in the browser with@GoogleColab.#GoogleZurich Check it out here → http://bit.ly/2qOSYSF pic.twitter.com/cQBW4XHjUhThanks. Twitter will use this to make your timeline better. UndoUndo -
Accelerate your TensorFlow models with XLA. TensorFlow 1.12 w/XLA is 1.5x faster than TensorFlow 1.11 on resnet50 training, processing >10k images/sec on V100. Read post here ↓http://bit.ly/2qLjRqD
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Happy 3rd birthday TensorFlow! We've come a long way since the first release in 2015 & TensorFlow wouldn't be the framework it is today without you. As we work on
#TensorFlow20, look at all the features we've added over the years to make TensorFlow easier to use.#HappyBirthdayTFpic.twitter.com/hLoHQnQLkn
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TensorFlow Retweeted
Super excited:
#CloudTPU#Pods are now available in a public alpha, including public pricing (linear, see: https://cloud.google.com/tpu/docs/pricing#v2-pod …). It's really amazing to (with zero code changes-thanks@TensorFlow) crank the dial to 11 to train models and iterate 10-64x faster than ever before.Thanks. Twitter will use this to make your timeline better. UndoUndo -
Introducing QuantumCasts, our new series on everything you want to know about quantum computers and how to program them! Learn more here → http://bit.ly/2qzmPOB pic.twitter.com/pF4tLbNNDG
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The On-device Visual Intelligence Competition (OVIC) is back! Check out Track 1 of the Low Power Image Recognition Challenge, and submit your real-time on-device image classification or detection model in
@Tensorflow Lite. Learn more here → http://bit.ly/2quteus pic.twitter.com/FkUNNYJURB
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Facilitate the process of serving ML models from experimentation to production with TensorFlow Serving and
@Docker. Learn more here ↓http://bit.ly/2qqQV6QThanks. Twitter will use this to make your timeline better. UndoUndo -
TensorFlow Retweeted
I really enjoyed reading
@jalammar's The Illustrated Transformer http://jalammar.github.io/illustrated-transformer/ …. Transformer-style architectures are very promising, and underpin the latest SotA NLP such as BERT http://arxiv.org/abs/1810.04805 and Mesh@TensorFlow http://github.com/tensorflow/mesh . Great for#CloudTPUs 2Thanks. Twitter will use this to make your timeline better. UndoUndo -
Thank you
@hereismari for your help updating the text generation tutorial! Check it out here → http://bit.ly/2qiIfPY pic.twitter.com/Ku5RxqnCun
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If you missed the TensorFlow team at the O’Reilly AI Conference in San Francisco, the full playlist is now available. Topics include: TensorFlow Lite, TensorFlow.js, TFX (Extended) & Hub, Distributed TensorFlow, and more! Find more info and videos here → http://bit.ly/2CJOWSS pic.twitter.com/bVYEdeYJOC
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Training ML models takes time and losing your weight values can happen at the touch of CTRL-C. In this
#CodingTensorFlow@MagnusHyttsten shows you how to load and save models at every epoch so you never lose time or data. Watch here → http://bit.ly/2CGhsEP pic.twitter.com/Ihum7i4hxG
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Image augmentation lets you get the most of your dataset. We released state-of-the-art AutoAugment Modules on
#TFHub allowing you to train better image models with less data!#TensorFlowHub#GoogleAI Check it out here → http://bit.ly/2q9Y5wd pic.twitter.com/sfIIUGZDpE
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TensorFlow Retweeted
Will never stop being enchanted by creative applications of machine learning in new problem spaces.
Check out this paper on SmallSats: the authors use @TensorFlow Hub +@TensorFlow Lite to deploy deep learning models on low-memory, low-power, space-grade, embedded platforms.pic.twitter.com/Xxz7DEpBnZ
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In last week's
#CodingTensorFlow, we looked at model overfitting/underfitting. Now@MagnusHyttsten takes a closer look at regularizing models, training, testing and launching them for comparison. Watch here → http://bit.ly/2q0DASw pic.twitter.com/DRxKZQ8Lci
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TensorFlow Retweeted
Eager Execution Enabled In this notebook I explain different concepts in eager execution. I go over variables, ops, gradients, custom gradients, callbacks, metrics and creating models with tf.keras and saving/restoring them. https://colab.research.google.com/github/zaidalyafeai/Notebooks/blob/master/Eager_Execution_Enabled.ipynb …pic.twitter.com/iQgVEHr7Bi
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TensorFlow 1.12.0-rc0 has been released! Please see the full release notes for details on added features and changes. Learn more here ↓http://bit.ly/2pR81KX
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Overfitting models are too specialized to generalize, and underfitting models are too generalized to specialize!
@MagnusHyttsten looks at how this happens and how to avoid it in the first of a two parter#CodingTensorFlow. Watch here → http://bit.ly/2pN7f1B pic.twitter.com/2nrazIZMmN
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In this guest post on the TensorFlow blog, VP Data Science & Analytics at BHGE Arun Subramaniyan explores industrial ML with probabilistic deep learning andTensorFlow Probability. Read the post here ↓http://bit.ly/2pQWdIx
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