Very simple pyo3 bindings for candle.

This commit is contained in:
laurent
2023-07-01 20:36:44 +01:00
parent dd879f5b67
commit ebb0fedf14
6 changed files with 77 additions and 1 deletions

46
candle-pyo3/src/lib.rs Normal file
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use pyo3::prelude::*;
use pyo3::{
exceptions::PyValueError,
};
use ::candle::{Tensor, Device::Cpu};
pub fn wrap_err(err: ::candle::Error) -> PyErr {
PyErr::new::<PyValueError, _>(format!("{err:?}"))
}
#[pyclass(name="Tensor")]
struct PyTensor(Tensor);
impl std::ops::Deref for PyTensor {
type Target = Tensor;
fn deref(&self) -> &Self::Target {
&self.0
}
}
#[pymethods]
impl PyTensor {
#[new]
fn new(f: f32) -> PyResult<Self> {
Ok(Self(Tensor::new(f, &Cpu).map_err(wrap_err)?))
}
fn __repr__(&self) -> String {
format!("{}", self.0)
}
}
#[pyfunction]
fn add(tensor: &PyTensor, f: f64) -> PyResult<PyTensor> {
let tensor = (&tensor.0 + f).map_err(wrap_err)?;
Ok(PyTensor(tensor))
}
#[pymodule]
fn candle(_py: Python<'_>, m: &PyModule) -> PyResult<()> {
m.add_class::<PyTensor>()?;
m.add_function(wrap_pyfunction!(add, m)?)?;
Ok(())
}