pytorch-deep-learning

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Hi Daniel, this link has more in depth documentation than the one in the existing notebook

hom-bahrani

At: https://www.learnpytorch.io/00_pytorch_fundamentals/ PyTorch is also used in other industries such as argiculture to... should be: PyTorch is also used in other industries such as agriculture to... Please correct me if...

diegorodriguezv

PyTorch and numpy - when converting from tensor to numpy they are mapped to same memory location

1

for pytorch version:'1.11.0' ``` # converting from tensor to numpy t = torch.ones(7) np_array = t.numpy() t , t.dtype , np_array , np_array.dtype ``` output: ``` (tensor([1., 1., 1., 1.,...

ashwinshetgaonkar

> > > > >   | model_name | model_loss | model_acc | training_time > -- | -- | -- | -- | -- > 1 | FashionMNISTModelV0 | 0.476639 |...

pstryczke

Fix typo

4

Hello, @mrdbourke Spotted this minor repetition typo in Ch 2 exercise and solution notebook. Made a quick fix. Also, fantastic course :)

daspartho

Find someone to go through the course materials, proof read and execute code to see if it all works

6

mrdbourke

Convolutional - Section 7 model issue

3

Hey, weird stuff's happening. In the section 7.2 when we're setting up CNN and have to figure out what shapes of the input features should be. Below you can take...

SquareGraph

Can you give me a tutorial on testing?

1

For example, after training the model, to verify the effect of the model, you need f1 score, confusion matrix, etc.

Leozyc-waseda

I am getting very less accuracy score when I wrote the function for model evaluation. All other parts of the code are fine and even the accuracy metrics while I...

ulfat191

Notebook 03: Different shape outputs between PyTorch 1.10, 1.11, 1.12

4

Hi all, With the pytorch version 1.11 (and 1.12), the trick that Daniel uses (`hidden_units*7*7`) doesn;'t work. It worked I believe because the output in 1.10 of Conv_layer_2 =`[1,10,7,7]`. Multiplying...

mrdbourke