---
title: "ClikaRT::nn::MSELoss"
sidebar_label: "MSELoss"
description: "Mean squared error between input and target. The module form of ClikaRT::ops::mse_loss, which documents the full contract (shapes, dtypes, errors); construct once, then call it like a function."
---

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**Header:** `ClikaRT/nn/generated/loss.h`  
**Inherits:** [`ClikaRT::nn::Module`](./Module.md)

Mean squared error between `input` and `target`. The module form of [`ClikaRT::ops::mse_loss`](../ops/mse_loss.md#mse_loss), which documents the full contract (shapes, dtypes, errors); construct once, then call it like a function.

## Member functions

### MSELoss() {#MSELoss}

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`explicit` **`MSELoss`**([`MSELossOptions`](./MSELossOptions.md) `options` `=` `{}`)

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Constructs the module from [`options`](./MSELoss.md#options) (every default when omitted).

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Declared in `ClikaRT/nn/generated/loss.h`, line 50

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### forward() {#forward}

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[`Tensor`](../Tensor.md) **`forward`**([`Tensor`](../Tensor.md) `input`, [`Tensor`](../Tensor.md) `target`) `const`

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[`forward_impl`](./MSELoss.md#forward), unwrapped: raises [`ClikaRT::Error`](../Error.md) on failure.

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Declared in `ClikaRT/nn/generated/loss.h`, line 62

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### operator()() {#operator-call}

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[`Tensor`](../Tensor.md) **`operator()`**([`Tensor`](../Tensor.md) `input`, [`Tensor`](../Tensor.md) `target`) `const`

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Same as [`forward`](./MSELoss.md#forward).

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Declared in `ClikaRT/nn/generated/loss.h`, line 66

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### options() {#options}

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`const` [`MSELossOptions`](./MSELossOptions.md)`&` **`options`**() `const`

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The settings this module was constructed with.

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Declared in `ClikaRT/nn/generated/loss.h`, line 70

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