glappen

glappen

Machine Learning in Elixir: Error running last example in Chapter 1 (Evaluating the Trained Model)

@seanmor5

I am enjoying the book so far, but ran into an Elixir error on the last example in chapter 1:

In my last Livebook cell I have:

data = [{x_test, y_test}]

model
|> Axon.Loop.evaluator()
|> Axon.Loop.metric(:accuracy)
|> Axon.Loop.run(data, trained_model_state)```

and I get this error:

** (ArgumentError) cannot broadcast tensor of dimensions {120} to {30}
(nx 0.7.2) lib/nx/shape.ex:345: Nx.Shape.binary_broadcast/4
(nx 0.7.2) lib/nx.ex:5427: Nx.devectorized_element_wise_pred_op/3
(axon 0.6.1) lib/axon/metrics.ex:88: Axon.Metrics.accuracy_transform/4
(axon 0.6.1) lib/axon/metrics.ex:467: anonymous fn/4 in Axon.Metrics.running_average/1
(axon 0.6.1) lib/axon/loop.ex:1974: anonymous fn/5 in Axon.Loop.build_batch_fn/2
(elixir 1.15.7) lib/enum.ex:3945: anonymous fn/4 in Enum.zip_with/3
(elixir 1.15.7) lib/enum.ex:4005: anonymous fn/3 in Enum.zip_reduce/4
#cell:vs5uswexiozx5vnr:6: (file)

I typed in all the examples verbatim up to that point. Any ideas what is going on here?

Thanks,

Greg

Most Liked

gtaranti

gtaranti

My bad!
The code runs correctly…

I’ve had written :

y_test =
  train_df["species"]
  ...

instead of

y_test =
  test_df["species"]
  ...

Where Next?

Popular Pragmatic Bookshelf topics Top

telemachus
Python Testing With Pytest - Chapter 2, warnings for “unregistered custom marks” While running the smoke tests in Chapter 2, I get these...
New
yulkin
your book suggests to use Image.toByteData() to convert image to bytes, however I get the following error: "the getter ‘toByteData’ isn’t...
New
edruder
I thought that there might be interest in using the book with Rails 6.1 and Ruby 2.7.2. I’ll note what I needed to do differently here. ...
New
New
oaklandgit
Hi, I completed chapter 6 but am getting the following error when running: thread 'main' panicked at 'Failed to load texture: IoError(O...
New
akraut
The markup used to display the uploaded image results in a Phoenix.LiveView.HTMLTokenizer.ParseError error. lib/pento_web/live/product_l...
New
s2k
Hi all, currently I wonder how the Tailwind colours work (or don’t work). For example, in app/views/layouts/application.html.erb I have...
New
rainforest
Hi, I’ve got a question about the implementation of PubSub when using a Phoenix.Socket.Transport behaviour rather than channels. Before ...
New
jwandekoken
Book: Programming Phoenix LiveView, page 142 (157/378), file lib/pento_web/live/product_live/form_component.ex, in the function below: d...
New
gorkaio
root_layout: {PentoWeb.LayoutView, :root}, This results in the following following error: no “root” html template defined for PentoWeb...
New

Other popular topics Top

PragmaticBookshelf
Write Elixir tests that you can be proud of. Dive into Elixir’s test philosophy and gain mastery over the terminology and concepts that u...
New
AstonJ
Or looking forward to? :nerd_face:
498 13326 269
New
PragmaticBookshelf
Rust is an exciting new programming language combining the power of C with memory safety, fearless concurrency, and productivity boosters...
New
AstonJ
Do the test and post your score :nerd_face: :keyboard: If possible, please add info such as the keyboard you’re using, the layout (Qw...
New
PragmaticBookshelf
Tailwind CSS is an exciting new CSS framework that allows you to design your site by composing simple utility classes to create complex e...
New
Exadra37
I am asking for any distro that only has the bare-bones to be able to get a shell in the server and then just install the packages as we ...
New
AstonJ
Biggest jackpot ever apparently! :upside_down_face: I don’t (usually) gamble/play the lottery, but working on a program to predict the...
New
PragmaticBookshelf
Author Spotlight: VM Brasseur @vmbrasseur We have a treat for you today! We turn the spotlight onto Open Source as we sit down with V...
New
PragmaticBookshelf
Programming Ruby is the most complete book on Ruby, covering both the language itself and the standard library as well as commonly used t...
New
PragmaticBookshelf
Author Spotlight: Peter Ullrich @PJUllrich Data is at the core of every business, but it is useless if nobody can access and analyze ...
New

Sub Categories: