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| ('cnbc.com/2017/05/18/google-ceo-sundar-pichai-machine-learning-big-data.html', 11)               | Google will make this intelligence available through its cloud computing service , made more powerful by an >>>update to a new kind of chip called the Tensor Processing Unit<<< , or TPU .                                                                                                                 |
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| ('cnbc.com/2017/05/24/nvidia-ceo-not-worried-about-google.html', 1)                               | Graphics chip maker Nvidia on Wednesday responded to a threat from Alphabet 's >>>latest efforts<<< to use its own chip for artificial intelligence workloads .                                                                                                                                             |
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| ('cnbc.com/2017/05/24/nvidia-ceo-not-worried-about-google.html', 5)                               | Nvidia stock fell last week after >>>Google announced the second-generation TPU<<< , its most competitive processor , but it has since rebounded .                                                                                                                                                          |
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| ('cnbc.com/2017/06/09/apples-core-ml-software-suggests-ai-chip-coming.html', 7)                   | Alphabet 's Google introduced its TensorFlow open-source framework for machine learning in November 2015 , and then unveiled a >>>custom tensor processing unit<<< , or TPU , six months later .                                                                                                            |
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| ('cnbc.com/2017/07/24/microsoft-creating-ai-chip-for-hololens.html', 4)                           | So chipmakers like Intel and Nvidia have begun adjusting their silicon accordingly , and Alphabet has even >>>designed its own chips<<< .                                                                                                                                                                   |
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| ('cnbc.com/2017/09/12/apple-unveils-a11-bionic-neural-engine-ai-chip-in-iphone-x.html', 6)        | Alphabet 's Google has already designed >>>two generations of chips<<< for handling AI computing workloads in data centers .                                                                                                                                                                                |
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| ('cnbc.com/2017/09/18/alphabets-waymo-self-driving-cars-use-intel-chips.html', 10)                | Alphabet has developed two generations of >>>chips for artificial intelligence<<< for use in its own data centers , and it has also come up with a security-oriented " trusted platform module " processor for use in its servers .                                                                         |
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| ('cnbc.com/2017/10/04/google-assistant-now-uses-deepmind-wavenet-ai-to-sound-more-human.html', 6) | The blog , from DeepMind research scientists Aäron van den Oord and Tom Walters and Google speech software engineer Trevor Strohman , said that the Assistant working on WaveNet " is the first product to launch " using >>>Google 's second-generation AI chip<<< , the tensor processing unit , or TPU . |
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| ('cnbc.com/2018/02/12/google-makes-tpus-available-to-other-companies.html', 2)                    | Google unveiled its stealthy TPU project in 2016 and followed up with the second generation of chips >>>at its annual developers ' conference last May<<< .                                                                                                                                                 |
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| ('cnbc.com/2018/03/15/alphabets-gv-invests-in-ai-chip-startup-sambanova.html', 9)                 | Google employs graphics cards from Nvidia to train AI models , and Google itself has >>>built a custom AI chip<<< , the tensor processing unit .                                                                                                                                                            |
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| ('cnbc.com/2018/04/21/alibaba-joins-google-others-in-making-custom-ai-chips.html', 8)             | Last year Google announced a >>>second-generation TPU<<< that could handle more challenging computing work , and in February Google started letting the public use second-generation TPUs through its cloud .                                                                                               |
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| ('cnbc.com/2018/05/08/google-launches-tpu-3-point-0-third-version-of-ai-chips.html', 6)           | " Each of these pods is now eight times more powerful than >>>last year 's version<<< -- well over 100 petaflops , " he said .                                                                                                                                                                              |
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| ('cnbc.com/2018/07/23/google-cloud-team-builds-ai-chips-for-internet-of-things-devices.html', 8)  | A third-generation TPU was announced >>>earlier this year<<< .                                                                                                                                                                                                                                              |
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| ('cnbc.com/2018/11/28/aws-launches-inferentia-ai-chip.html', 11)                                  | Since 2016 Google has introduced >>>new TPU chips<<< that compete with Nvidia for training AI models .                                                                                                                                                                                                      |
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