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AI & Machine Learning · Intermediate

Tensor Core

Specialized NVIDIA GPU units that accelerate matrix multiply-accumulate operations used in deep learning.

Definition

Tensor Cores, introduced with Volta, deliver large speedups for mixed-precision math. Each generation adds formats: TF32 and BF16 (Ampere), FP8 (Hopper) and FP4 (Blackwell).

Exam tip

Mixed precision is needed to take full advantage of Tensor Cores.

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