TPU Programming: Building Neural Network Applications on Tensor Processing Units Training Course

Course CodeCourse Code

tpuprogramming

Duration Duration

7 hours (usually 1 day including breaks)

Requirements Requirements

  • Knowledge of neural net architecture using tensorflow

Overview Overview

The Tensor Processing Unit (TPU) is the architecture which Google has used internally for several years, and is just now becoming available for use by the general public. It includes several optimizations specifically for use in neural networks, including streamlined matrix multiplication, and 8-bit integers instead of 16-bit in order to return appropriate levels of precision.

In this instructor-led, live training, participants will learn how to take advantage of the innovations in TPU processors to maximize the performance of their own AI applications.

By the end of the training, participants will be able to:

  • Train various types of neural networks on large amounts of data
  • Use TPUs to speed up the inference process by up to two orders of magnitude
  • Utilize TPUs to process intensive applications such as image search, cloud vision and photos

Audience

  • Developers
  • Researchers
  • Engineers
  • Data scientists

Format of the course

  • Part lecture, part discussion, exercises and heavy hands-on practice

Course OutlineCourse Outline

To request a customized course outline for this training, please contact us.

Bookings, Prices and EnquiriesBookings, Prices and Enquiries

Guaranteed to run even with a single delegate!
Private Classroom
 
Private Classroom
Participants are from one organisation only. No external participants are allowed. Usually customised to a specific group, course topics are agreed between the client and the trainer.
Private Remote
From £1100
Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet. More Information

The more delegates, the greater the savings per delegate. Table reflects price per delegate and is used for illustration purposes only, actual prices may differ.

Number of Delegates Private Remote
1 £1100
2 £775
3 £667
4 £613
Public Classroom
From £1250
(105)
Public Classroom
Participants from multiple organisations. Topics usually cannot be customised

The more delegates, the greater the savings per delegate. Table reflects price per delegate and is used for illustration purposes only, actual prices may differ.

Number of Delegates Public Classroom
1 £1250
2 £875
3 £750
4 £688
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Related Categories

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Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
CardiffThu, 2018-02-01 09:30£1100 / £1400
GlasgowMon, 2018-02-05 09:30£1100 / £1450
CambridgeTue, 2018-02-06 09:30£1100 / £1325
SwindonWed, 2018-02-07 09:30£1100 / £1275
LiverpoolWed, 2018-02-07 09:30£1100 / £1450

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