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Sure... I think you are missing the point. In Nov., the Nature paper which contains the AlphaGo algorithm, the hardware detailed was exclusively CPU+GPUs. Betw
by arcanus 10y ago
Sure... I think you are missing the point. In Nov., the Nature paper which contains the AlphaGo algorithm, the hardware detailed was exclusively CPU+GPUs.
Between that time and the Lee Sedol match, the hardware running AlphaGo was switched, to these TPU.
From the paper:
"The final version of AlphaGo used 40 search threads, 48 CPUs, and 8 GPUs. We also implemented a distributed version of AlphaGo that exploited multiple machines, 40 search threads, 1,202 CPUs and 176 GPUs."
- dsl 10y agoOr they consider the TPU to be something similar to a math co-processor, it just offloads work from the CPU. They also didn't discuss the custom built power modules, or the custom built network switches used for interconnects.