Challenge: Initializing Model Weights and Biases
Opgave
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You are tasked with creating random tensors to initialize weights and biases for a simple neural network.
- Ensure reproducibility by setting a manual seed to an arbitrary number before generating the tensors.
- Create a
3x4
tensor filled with random values from a uniform distribution between0
and1
(weights for the first layer). - Create a
1x4
tensor filled with zeros (biases for the first layer). - Create a
4x2
tensor with random integers between-5
and5
(weights for the second layer).
Løsning
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Sektion 1. Kapitel 6
single
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Challenge: Initializing Model Weights and Biases
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Opgave
Swipe to start coding
You are tasked with creating random tensors to initialize weights and biases for a simple neural network.
- Ensure reproducibility by setting a manual seed to an arbitrary number before generating the tensors.
- Create a
3x4
tensor filled with random values from a uniform distribution between0
and1
(weights for the first layer). - Create a
1x4
tensor filled with zeros (biases for the first layer). - Create a
4x2
tensor with random integers between-5
and5
(weights for the second layer).
Løsning
Var alt klart?
Tak for dine kommentarer!
Awesome!
Completion rate improved to 5Sektion 1. Kapitel 6
single