omerss2311

omerss2311

Hey, I’m trying to make a model like this:

Axon.input("features", shape: {nil, 784})
    |> Axon.reshape({:auto, 28, 28, 1})
    |> Axon.max_pool(kernel_size: 2)
    |> Axon.conv(32, kernel_size: 3)
    |> Axon.max_pool(kernel_size: 2)
    |> Axon.conv(3, kernel_size: 3)
    |> Axon.flatten()
    |> Axon.dense(128)
    |> Axon.relu()
    |> Axon.dense(10)
    |> Axon.softmax(name: "labels")

However, when trying to train it the following error appears:

** (ArgumentError) indices must be an integer tensor, got type: {:f, 32}
    (nx 0.7.2) lib/nx.ex:7839: Nx.indexed_op/5
    (torchx 0.7.2) lib/torchx/backend.ex:1580: Torchx.Backend.window_scatter_function/7
    (nx 0.7.2) lib/nx/defn/evaluator.ex:441: Nx.Defn.Evaluator.eval_apply/4
    (nx 0.7.2) lib/nx/defn/evaluator.ex:256: Nx.Defn.Evaluator.eval/3
    (elixir 1.16.2) lib/enum.ex:1826: Enum."-map_reduce/3-lists^mapfoldl/2-0-"/3       
    (nx 0.7.2) lib/nx/defn/evaluator.ex:419: Nx.Defn.Evaluator.eval_apply/4
    (nx 0.7.2) lib/nx/defn/evaluator.ex:256: Nx.Defn.Evaluator.eval/3
    iex:27: (file)

This only happens when I have the two max_pool layers there, otherwise it works correctly. How do I fix this?

Showing Posts 1 to 2

mortenlund

mortenlund

Have you tried using EXLA instead of torchx?

DOVECYJ

DOVECYJ

This error only occurs when using the torchx backend. Is there any solution with torchx backend?

— All posts loaded —

Where Next? Top

Trending in Questions Top

RSP87
I’m working on a project that simulates the bumbl example in the programming phoenix book. It acts almost like an email client. We have a...
New
nseaSeb
Hello, I know there is an approach for handling lists that allows for optimized traversal, but I can’t recall the specific method (somet...
New
kpanic
Hi everyone, I am toying with the idea of building a “match maker” for giving personal help to people that wants to start coding. I sta...
New
brecabral
Documentation While reading the Scoped Routes section, I noticed that the documentation currently refers to a problem without explainin...
New
velrest
So my question is quite simple and i have found no conclusive answer on forum, google or AI. Should we use :erlang.float for Integer to ...
New
asweet-confluent
I recently noticed that Elixir’s Logger defaults its primary log level to :debug when no :logger, :level application configuration is pre...
New
apz
I’m new to elixir and just tried to install the elixirLS extension for VScode(ium) and it is throwing some errors that I would like help ...
New

Other Trending Topics Top

GenericJam
Edit: 2026 May 15 - This post is archived. Mob is alive!! Main docs: mob v0.7.11 — Documentation A bit of explanation for the slightly c...
New
JesseHerrick
Hey, I’m Jesse and I’m the main contributor behind Dexter, a full-featured, lightning-fast Elixir LSP optimized for large codebases. It s...
New
mudasobwa
I am happy to introduce the very α version of the new programming language compiled to BEAM. Welcome Cure. It has literally three kille...
New
marciok
Hi there! We created Gust: A task orchestrator inspired by Airflow. For those who have never heard about Aiflow, it’s a Python-based wor...
New
mhanberg
Hi everyone! The first release candidate for the Expert language server project is now available! We’ve published a press release detai...
New
jimsynz
Beam Bots (or just BB for short) is a framework for building fault-tolerant robotics applications in Elixir using familiar OTP patterns. ...
New

We're in Beta

About us Mission Statement

Options

Thread Display Mode




Thread Preview

Skip Thread Previews