For the first time, NVIDIA did not sweep the MLPerf board: Intel, Google, and Graphcore all claim better results than NVIDIA.
The real story here is that Google engineers designed an architecture to best meet their needs for internal applications such as search, translation, and recommendation. And that design is the TPU. TPUv4’s will certainly reduce the demand for GPUs to run these internal apps, but will likely not displace much business from NVIDIA on the Google Cloud Platform.UK Unicorn Graphcore also has a new chip to show off.
Why spend hundreds of millions of dollars to develop a chip that doubles your performance if you are not going to finish the job with better software and increase your customer value by, say, 5X? We would rather see Habana give customers the choice of out of the box or optimized code.Ok, we are so used to hearing NVIDIA’s team proudly show how they trounced the competition, this week was a bit disorienting.
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