Which of the following statements a), b) or c) is false?
A) Powerful processors are needed for real-world deep learning because the size of tensors can be enormous and large-tensor operations can place crushing demands on processors.
B) NVIDIA GPUs (xe "Graphics Processing Unit (GPU)"Graphics Processing Units)-originally developed for computer gaming-are optimized for the mathematical matrix operations typically performed on tensors, an essential aspect of how deep learning works "under the hood."
C) Recognizing that deep learning is crucial to its future, Google developed TPUs (Tensor Processing Units). Google now uses TPUs in its Cloud TPU service, which can perform quadrillions of floating-point operations per second.
D) All of the above statements are true.

Question

Quizplus · Accepted Answer

All the statements provided are true. Statement A correctly identifies the need for powerful processors in deep learning due to the large size of tensors. Statement B accurately describes the optimization of NVIDIA GPUs for matrix operations, which are crucial for deep learning. Statement C is true in stating that Google developed TPUs to enhance deep learning capabilities and offers them through its Cloud TPU service.

Which of the Following Statements A), B) or C) Is