Contenido del Curso
Neural Networks with PyTorch
Neural Networks with PyTorch
Challenge: Initializing Model Weights and Biases
Tarea
Swipe to begin your solution
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).
Note
Initializing weights with random integers is not recommended in practice; this approach is used here solely for the purpose of this task.
Solución
Cambia al escritorio para practicar en el mundo realContinúe desde donde se encuentra utilizando una de las siguientes opciones
¿Todo estuvo claro?
¡Gracias por tus comentarios!
Sección 1. Capítulo 6
Challenge: Initializing Model Weights and Biases
Tarea
Swipe to begin your solution
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).
Note
Initializing weights with random integers is not recommended in practice; this approach is used here solely for the purpose of this task.
Solución
Cambia al escritorio para practicar en el mundo realContinúe desde donde se encuentra utilizando una de las siguientes opciones
¿Todo estuvo claro?
¡Gracias por tus comentarios!
Sección 1. Capítulo 6
Cambia al escritorio para practicar en el mundo realContinúe desde donde se encuentra utilizando una de las siguientes opciones