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

brianokken
Many tasks_proj/tests directories exist in chapters 2, 3, 5 that have tests that use the custom markers smoke and get, which are not decl...
New
mikecargal
Title: Hands-On Rust (Chap 8 (Adding a Heads Up Display) It looks like ​.with_simple_console_no_bg​(SCREEN_WIDTH*2, SCREEN_HEIGHT*2...
New
lirux
Hi Jamis, I think there’s an issue with a test on chapter 6. I own the ebook, version P1.0 Feb. 2019. This test doesn’t pass for me: ...
New
herminiotorres
Hi @Margaret , On page VII the book tells us the example and snippets will be all using Elixir version 1.11 But on page 3 almost the en...
New
gilesdotcodes
In case this helps anyone, I’ve had issues setting up the rails source code. Here were the solutions: In Gemfile, change gem 'rails' t...
New
patoncrispy
I’m new to Rust and am using this book to learn more as well as to feed my interest in game dev. I’ve just finished the flappy dragon exa...
New
brunogirin
When trying to run tox in parallel as explained on page 151, I got the following error: tox: error: argument -p/–parallel: expected one...
New
New
New
dachristenson
I’ve got to the end of Ch. 11, and the app runs, with all tabs displaying what they should – at first. After switching around between St...
New

Other popular topics Top

PragmaticBookshelf
Learn from the award-winning programming series that inspired the Elixir language, and go on a step-by-step journey through the most impo...
New
AstonJ
poll poll Be sure to check out @Dusty’s article posted here: An Introduction to Alternative Keyboard Layouts It’s one of the best write-...
New
AstonJ
Saw this on TikTok of all places! :lol: Anyone heard of them before? Lite:
New
AstonJ
We’ve talked about his book briefly here but it is quickly becoming obsolete - so he’s decided to create a series of 7 podcasts, the firs...
New
AstonJ
Was just curious to see if any were around, found this one: I got 51/100: Not sure if it was meant to buy I am sure at times the b...
New
PragmaticBookshelf
Author Spotlight Rebecca Skinner @RebeccaSkinner Welcome to our latest author spotlight, where we sit down with Rebecca Skinner, auth...
New
AstonJ
If you want a quick and easy way to block any website on your Mac using Little Snitch simply… File > New Rule: And select Deny, O...
New
CommunityNews
A Brief Review of the Minisforum V3 AMD Tablet. Update: I have created an awesome-minisforum-v3 GitHub repository to list information fo...
New
PragmaticBookshelf
Explore the power of Ash Framework by modeling and building the domain for a real-world web application. Rebecca Le @sevenseacat and ...
New
AstonJ
This is cool! DEEPSEEK-V3 ON M4 MAC: BLAZING FAST INFERENCE ON APPLE SILICON We just witnessed something incredible: the largest open-s...
New

Sub Categories: