Xbox Machine Learning & DirectML EXPLAINED - No, Xbox Series X Doesn't Use Tensor Cores
888Xbox Machine Learning & DirectML EXPLAINED - No, Xbox Series X Doesn't Use Tensor Cores
Next-generation xbox games will make heavy usage of Machine Leaning through a combination of Microsoft's DirectML API and the Xbox Series X / Xbox Series S ability to run ML instructions on the GPU with lower precision operations.
These 4 and 8 bit operations are part and parcel of the RDNA 2 spec, which Microsoft have used to great effect inside the Xbox Series X.
There is however, a misconception that the Xbox uses Tensor Cores, dedicated ML accelerators on the consoles GPU, when this isn't true. Instead, these operations are ran on the Xbox Series X general Compute Units, which are general purpose and designed to run game code in general.
The Xbox Series X also focuses on inference for its ML operations, which is running trained code.
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SOURCES
https://www.eurogamer.net/articles/digitalfoundry-2020-inside-xbox-series-x-full-specs
https://nvlabs.github.io/eccv2020-mixed-precision-tutorial/files/dusan_stosic-training-neural-networks-with-tensor-cores.pdf
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