Subject
Computer Science
Topic
Artificial Intelligence
Which hardware is most commonly used to speed up the training of deep neural networks?
Which hardware is most commonly used to speed up the training of deep neural networks?
a)
Hard disk driveb)
Network switchc)
Sound cardd)
GPU (graphics processing unit)Explanation
GPUs perform many matrix multiplications in parallel.Related questions
In the figure, a perceptron has weights 1,1, input 0,0, bias -1.5, and threshold 0. What output does it produce?In the figure, a perceptron has weights 1,1, input 1,1, bias -1.5, and threshold 0. What output does it produce?In the figure, a perceptron has weights 1,-1, input 2,1, bias 0, and threshold 0. What output does it produce?In the figure, what is sigmoid(-2) rounded to three decimals?In the figure, what is sigmoid(2) rounded to three decimals?In the figure, a fully connected layer has 4 inputs and 3 neurons, with one bias per neuron. How many trainable parameters does it have?What output does a ReLU unit produce for input -3?A weight is 2, learning rate 0.1, and loss gradient 0.5. What is the weight after one gradient-descent step?