Effective machine learning using Cloud TPUs (Google I/O '18)

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Cloud Tensor Processing Units (TPUs ) enable machine learning engineers and researchers to accelerate TensorFlow workloads with Google-designed supercomputers on Google Cloud Platform. This talk will include the latest Cloud TPU performance numbers and survey the many different ways you can use a Cloud TPU today - for image classification, object detection, machine translation, language modeling, sentiment analysis, speech recognition, and more. You'll also get a sneak peak at the road ahead.

#io18 #GoogleIO #GoogleIO2018 event: Google I/O 2018; re_ty: Publish; product: Cloud - AI and Machine Learning - Cloud TPU; fullname: Zak Stone; event: Google I/O 2018;
  1. Google Cloud Tech
  2. type: Conference Talk (Full production);
  3. pr_pr: Google I/O
  4. purpose: Educate
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Strong presentation, full of energy! Kudos to Zak Stone! Very excited to see fast.ai recognized, and happy to see super convergence / 1cycle is starting to gain traction!

davideboschetto
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very nicely done. I am not a ML professional but you kept me interested and going till the end.

nikhilgoyal
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is VGG 16 at the right point in the graph at 4:02 ? Novice here.

TinkCSA
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