---
myst:
  html_meta:
    description: PyTorch Stable ABI C++ API — binary-compatible operator registration across PyTorch versions.
    keywords: PyTorch, C++, stable ABI, binary compatibility, operator registration
---

# Torch Stable API

The PyTorch Stable C++ API provides a binary-compatible interface for calling
tensor operations and utilities that is guaranteed to remain stable across
PyTorch versions. This enables ahead-of-time compiled extensions that don't
need recompilation when PyTorch is updated.

**When to use the Stable API:**

- When building extensions that must work across multiple PyTorch versions
- When distributing pre-compiled binaries
- When binary compatibility is more important than access to the latest features
- When writing custom operators for production deployment

**Basic usage:**

```cpp
#include <torch/csrc/stable/library.h>
#include <torch/csrc/stable/ops.h>

// Create a tensor using stable API
auto tensor = torch::stable::empty(
    {3, 4},
    torch::headeronly::ScalarType::Float,
    torch::headeronly::Layout::Strided,
    torch::stable::Device(torch::headeronly::DeviceType::CPU),
    false,
    torch::headeronly::MemoryFormat::Contiguous);

// Register operators with stable ABI
STABLE_TORCH_LIBRARY(myops, m) {
    m.def("my_op(Tensor input) -> Tensor");
}

STABLE_TORCH_LIBRARY_IMPL(myops, CPU, m) {
    m.impl("my_op", TORCH_BOX(&my_cpu_kernel));
}
```

For more information on the stable ABI, see the
[Stable ABI notes](https://docs.pytorch.org/docs/stable/notes/libtorch_stable_abi.html).

## Header Files

- `torch/csrc/stable/library.h` - Stable library registration
- `torch/csrc/stable/ops.h` - Stable operator definitions
- `torch/csrc/stable/tensor_struct.h` - Stable tensor structures
- `torch/csrc/stable/device_struct.h` - Stable device structures
- `torch/csrc/stable/accelerator.h` - Accelerator support
- `torch/csrc/stable/macros.h` - Stable API macros

## Stable API Categories

```{toctree}
:maxdepth: 1

registration
operators
utilities
```

## See Also

- {doc}`../library/index` - For standard (non-stable) operator registration
- [Stable ABI documentation](https://pytorch.org/docs/stable/cpp_extension.html)