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The Tensor Processing Units could help artificial intelligence experts train and deploy their machine learning models overnight instead of over days or weeks.
Two Sigma, a leading investment management firm, is impressed with the performance and ease of use of Cloud TPUs. "We made a decision to focus our deep learning research on the cloud for many reasons, but mostly to gain access to the latest machine learning infrastructure. Google Cloud TPUs are an example of innovative, rapidly evolving technology to support deep learning, and we found that moving TensorFlow workloads to TPUs has boosted our productivity by greatly reducing both the complexity of programming new models and the time required to train them. Using Cloud TPUs instead of clusters of other accelerators has allowed us to focus on building our models without being distracted by the need to manage the complexity of cluster communication patterns."
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