Google has just release performance data for its Tensor Processing Unit (TPU) custom machine learning chips. TPUs are 15-20x faster than GPUs and CPUs when running deep learning applications 30-80x more power efficient (operations per Watt) frugal in terms of lines of code required to control them (their deep learning applications are implemented using 100-1500 lines) Google claim that … [Read more...]