---
title: "Hardshrink"
sidebar_label: "Hardshrink"
description: "The clika_runtime.nn Hardshrink class."
---

<!-- Generated by tools/api_reference/generate_api_docs.py. Do not edit. -->

Hardshrink(lambd=0.5)

    Hard shrinkage: zeroes every element within [-lambd, lambd] and keeps the
    rest.

    The module form of ``clika_runtime.nn.functional.hardshrink``: construct it
    once with the settings, then call it like a function.

    Args:
        lambd: the shrink threshold.
    

## `__init__`

```python
__init__(self, lambd: 'float' = 0.5) -> 'None'
```

Initialize self.  See help(type(self)) for accurate signature.

## `extra_repr`

```python
extra_repr(self) -> 'str'
```

extra_repr() -> str

One line of per-class detail for :meth:`__repr__`; a layer prints
its geometry here (``in_features=64, out_features=256``).

## `forward`

```python
forward(self, input: 'Tensor') -> 'Tensor'
```

forward(input) -> Tensor

Runs ``clika_runtime.nn.functional.hardshrink`` on ``input`` with the
stored settings; returns a new tensor.