---
myst:
  html_meta:
    description: Custom classes in PyTorch C++ — registering C++ classes for use in TorchScript and Python.
    keywords: PyTorch, C++, custom class, TorchScript, TORCH_CLASS, registration
---

# Custom Classes

PyTorch allows registering custom C++ classes that can be used from Python
and TorchScript.

Header: `torch/custom_class.h`

## class\_ Template

```{doxygenclass} torch::class_
:members:
:undoc-members:
```

**Example:**

```cpp
#include <torch/custom_class.h>

struct MyClass : torch::CustomClassHolder {
    int value;

    MyClass(int v) : value(v) {}

    int getValue() const { return value; }
    void setValue(int v) { value = v; }
};

TORCH_LIBRARY(my_classes, m) {
    m.class_<MyClass>("MyClass")
        .def(torch::init<int>())
        .def("getValue", &MyClass::getValue)
        .def("setValue", &MyClass::setValue)
        .def_readwrite("value", &MyClass::value);
}
```

## Registering Methods

**Constructor:**

```cpp
m.class_<MyClass>("MyClass")
    .def(torch::init<int>())  // Constructor taking int
```

**Methods:**

```cpp
m.class_<MyClass>("MyClass")
    .def("getValue", &MyClass::getValue)
    .def("setValue", &MyClass::setValue)
```

**Properties:**

```cpp
m.class_<MyClass>("MyClass")
    .def_readwrite("value", &MyClass::value)   // Read-write
    .def_readonly("const_value", &MyClass::const_value)  // Read-only
```

## Using Custom Classes

**From C++:**

```cpp
auto my_obj = c10::make_intrusive<MyClass>(42);
int val = my_obj->getValue();
```

**From Python:**

```python
import torch
torch.classes.load_library("path/to/library.so")
obj = torch.classes.my_classes.MyClass(42)
print(obj.getValue())
```

**In TorchScript:**

```python
@torch.jit.script
def use_my_class(x: torch.classes.my_classes.MyClass) -> int:
    return x.getValue()
```