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

jeffmcompsci
Title: Design and Build Great Web APIs - typo “https://company-atk.herokuapp.com/2258ie4t68jv” (page 19, third bullet in URL list) Typo:...
New
raul
Hi Travis! Thank you for the cool book! :slight_smile: I made a list of issues and thought I could post them chapter by chapter. I’m rev...
New
AndyDavis3416
@noelrappin Running the webpack dev server, I receive the following warning: ERROR in tsconfig.json TS18003: No inputs were found in c...
New
curtosis
Running mix deps.get in the sensor_hub directory fails with the following error: ** (Mix) No SSH public keys found in ~/.ssh. An ssh aut...
New
jonmac
The allprojects block listed on page 245 produces the following error when syncing gradle: “org.gradle.api.GradleScriptException: A prob...
New
mert
AWDWR 7, page 152, page 153: Hello everyone, I’m a little bit lost on the hotwire part. I didn’t fully understand it. On page 152 @rub...
New
EdBorn
Title: Agile Web Development with Rails 7: (page 70) I am running windows 11 pro with rails 7.0.3 and ruby 3.1.2p20 (2022-04-12 revision...
New
New
mcpierce
@mfazio23 I’ve applied the changes from Chapter 5 of the book and everything builds correctly and runs. But, when I try to start a game,...
New
davetron5000
Hello faithful readers! If you have tried to follow along in the book, you are asked to start up the dev environment via dx/build and ar...
New

Other popular topics Top

Devtalk
Reading something? Working on something? Planning something? Changing jobs even!? If you’re up for sharing, please let us know what you’...
1045 20596 392
New
PragmaticBookshelf
Brace yourself for a fun challenge: build a photorealistic 3D renderer from scratch! In just a couple of weeks, build a ray tracer that r...
New
AstonJ
Curious to know which languages and frameworks you’re all thinking about learning next :upside_down_face: Perhaps if there’s enough peop...
New
Rainer
My first contact with Erlang was about 2 years ago when I used RabbitMQ, which is written in Erlang, for my job. This made me curious and...
New
AstonJ
I’ve been hearing quite a lot of comments relating to the sound of a keyboard, with one of the most desirable of these called ‘thock’, he...
New
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
mafinar
Crystal recently reached version 1. I had been following it for awhile but never got to really learn it. Most languages I picked up out o...
New
AstonJ
Continuing the discussion from Thinking about learning Crystal, let’s discuss - I was wondering which languages don’t GC - maybe we can c...
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: