# {py:mod}`evox.triton_kernels.kernels.philox`

```{py:module} evox.triton_kernels.kernels.philox
```

```{autodoc2-docstring} evox.triton_kernels.kernels.philox
:allowtitles:
```

## Module Contents

### Functions

````{list-table}
:class: autosummary longtable
:align: left

* - {py:obj}`_philox_uniform_fallback <evox.triton_kernels.kernels.philox._philox_uniform_fallback>`
  - ```{autodoc2-docstring} evox.triton_kernels.kernels.philox._philox_uniform_fallback
    :summary:
    ```
* - {py:obj}`_philox_normal_fallback <evox.triton_kernels.kernels.philox._philox_normal_fallback>`
  - ```{autodoc2-docstring} evox.triton_kernels.kernels.philox._philox_normal_fallback
    :summary:
    ```
* - {py:obj}`_philox_uniform_fake <evox.triton_kernels.kernels.philox._philox_uniform_fake>`
  - ```{autodoc2-docstring} evox.triton_kernels.kernels.philox._philox_uniform_fake
    :summary:
    ```
* - {py:obj}`_philox_normal_fake <evox.triton_kernels.kernels.philox._philox_normal_fake>`
  - ```{autodoc2-docstring} evox.triton_kernels.kernels.philox._philox_normal_fake
    :summary:
    ```
* - {py:obj}`_triton_philox_uniform <evox.triton_kernels.kernels.philox._triton_philox_uniform>`
  - ```{autodoc2-docstring} evox.triton_kernels.kernels.philox._triton_philox_uniform
    :summary:
    ```
* - {py:obj}`_triton_philox_normal <evox.triton_kernels.kernels.philox._triton_philox_normal>`
  - ```{autodoc2-docstring} evox.triton_kernels.kernels.philox._triton_philox_normal
    :summary:
    ```
* - {py:obj}`philox_uniform <evox.triton_kernels.kernels.philox.philox_uniform>`
  - ```{autodoc2-docstring} evox.triton_kernels.kernels.philox.philox_uniform
    :summary:
    ```
* - {py:obj}`philox_normal <evox.triton_kernels.kernels.philox.philox_normal>`
  - ```{autodoc2-docstring} evox.triton_kernels.kernels.philox.philox_normal
    :summary:
    ```
````

### Data

````{list-table}
:class: autosummary longtable
:align: left

* - {py:obj}`PHILOX_M4x32_0 <evox.triton_kernels.kernels.philox.PHILOX_M4x32_0>`
  - ```{autodoc2-docstring} evox.triton_kernels.kernels.philox.PHILOX_M4x32_0
    :summary:
    ```
* - {py:obj}`PHILOX_M4x32_1 <evox.triton_kernels.kernels.philox.PHILOX_M4x32_1>`
  - ```{autodoc2-docstring} evox.triton_kernels.kernels.philox.PHILOX_M4x32_1
    :summary:
    ```
* - {py:obj}`PHILOX_W32_0 <evox.triton_kernels.kernels.philox.PHILOX_W32_0>`
  - ```{autodoc2-docstring} evox.triton_kernels.kernels.philox.PHILOX_W32_0
    :summary:
    ```
* - {py:obj}`PHILOX_W32_1 <evox.triton_kernels.kernels.philox.PHILOX_W32_1>`
  - ```{autodoc2-docstring} evox.triton_kernels.kernels.philox.PHILOX_W32_1
    :summary:
    ```
* - {py:obj}`MASK <evox.triton_kernels.kernels.philox.MASK>`
  - ```{autodoc2-docstring} evox.triton_kernels.kernels.philox.MASK
    :summary:
    ```
* - {py:obj}`_ROUNDS <evox.triton_kernels.kernels.philox._ROUNDS>`
  - ```{autodoc2-docstring} evox.triton_kernels.kernels.philox._ROUNDS
    :summary:
    ```
````

### API

````{py:data} PHILOX_M4x32_0
:canonical: evox.triton_kernels.kernels.philox.PHILOX_M4x32_0
:value: >
   3528531795

```{autodoc2-docstring} evox.triton_kernels.kernels.philox.PHILOX_M4x32_0
```

````

````{py:data} PHILOX_M4x32_1
:canonical: evox.triton_kernels.kernels.philox.PHILOX_M4x32_1
:value: >
   3449720151

```{autodoc2-docstring} evox.triton_kernels.kernels.philox.PHILOX_M4x32_1
```

````

````{py:data} PHILOX_W32_0
:canonical: evox.triton_kernels.kernels.philox.PHILOX_W32_0
:value: >
   2654435769

```{autodoc2-docstring} evox.triton_kernels.kernels.philox.PHILOX_W32_0
```

````

````{py:data} PHILOX_W32_1
:canonical: evox.triton_kernels.kernels.philox.PHILOX_W32_1
:value: >
   3144134277

```{autodoc2-docstring} evox.triton_kernels.kernels.philox.PHILOX_W32_1
```

````

````{py:data} MASK
:canonical: evox.triton_kernels.kernels.philox.MASK
:value: >
   4294967295

```{autodoc2-docstring} evox.triton_kernels.kernels.philox.MASK
```

````

````{py:data} _ROUNDS
:canonical: evox.triton_kernels.kernels.philox._ROUNDS
:value: >
   10

```{autodoc2-docstring} evox.triton_kernels.kernels.philox._ROUNDS
```

````

````{py:function} _philox_uniform_fallback(seeds: torch.Tensor, n: int, counter: int = 0) -> torch.Tensor
:canonical: evox.triton_kernels.kernels.philox._philox_uniform_fallback

```{autodoc2-docstring} evox.triton_kernels.kernels.philox._philox_uniform_fallback
```
````

````{py:function} _philox_normal_fallback(seeds: torch.Tensor, n: int, counter: int = 0) -> torch.Tensor
:canonical: evox.triton_kernels.kernels.philox._philox_normal_fallback

```{autodoc2-docstring} evox.triton_kernels.kernels.philox._philox_normal_fallback
```
````

````{py:function} _philox_uniform_fake(seeds: torch.Tensor, n: int, counter: int = 0) -> torch.Tensor
:canonical: evox.triton_kernels.kernels.philox._philox_uniform_fake

```{autodoc2-docstring} evox.triton_kernels.kernels.philox._philox_uniform_fake
```
````

````{py:function} _philox_normal_fake(seeds: torch.Tensor, n: int, counter: int = 0) -> torch.Tensor
:canonical: evox.triton_kernels.kernels.philox._philox_normal_fake

```{autodoc2-docstring} evox.triton_kernels.kernels.philox._philox_normal_fake
```
````

````{py:function} _triton_philox_uniform(seeds: torch.Tensor, n: int, counter: int = 0) -> torch.Tensor
:canonical: evox.triton_kernels.kernels.philox._triton_philox_uniform

```{autodoc2-docstring} evox.triton_kernels.kernels.philox._triton_philox_uniform
```
````

````{py:function} _triton_philox_normal(seeds: torch.Tensor, n: int, counter: int = 0) -> torch.Tensor
:canonical: evox.triton_kernels.kernels.philox._triton_philox_normal

```{autodoc2-docstring} evox.triton_kernels.kernels.philox._triton_philox_normal
```
````

````{py:function} philox_uniform(seeds: torch.Tensor, n: int, counter: int = 0) -> torch.Tensor
:canonical: evox.triton_kernels.kernels.philox.philox_uniform

```{autodoc2-docstring} evox.triton_kernels.kernels.philox.philox_uniform
```
````

````{py:function} philox_normal(seeds: torch.Tensor, n: int, counter: int = 0) -> torch.Tensor
:canonical: evox.triton_kernels.kernels.philox.philox_normal

```{autodoc2-docstring} evox.triton_kernels.kernels.philox.philox_normal
```
````