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use super::*;
use crate::gradients::{NoneTape, OwnedTape};
pub fn trace<T: Tensor<Tape = OwnedTape>>(t: &T::NoTape) -> T {
traced(t.clone())
}
pub fn traced<T: Tensor<Tape = OwnedTape>>(t: T::NoTape) -> T {
t.put_tape(Default::default())
}
macro_rules! tensor_impl {
($typename:ident, [$($Vs:tt),*]) => {
impl<$(const $Vs: usize, )*> $typename<$($Vs, )* NoneTape> {
pub fn trace(&self) -> $typename<$($Vs, )* OwnedTape> {
trace(self)
}
pub fn traced(self) -> $typename<$($Vs, )* OwnedTape> {
traced(self)
}
}
};
}
tensor_impl!(Tensor0D, []);
tensor_impl!(Tensor1D, [M]);
tensor_impl!(Tensor2D, [M, N]);
tensor_impl!(Tensor3D, [M, N, O]);
tensor_impl!(Tensor4D, [M, N, O, P]);
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn test_trace() {
let t1: Tensor1D<32> = TensorCreator::zeros();
let t2: Tensor1D<32, OwnedTape> = trace(&t1);
assert_eq!(t1.id, t2.id);
}
#[test]
fn test_traced() {
let t1: Tensor1D<32> = TensorCreator::zeros();
let t1_id = t1.id;
let t2: Tensor1D<32, OwnedTape> = traced(t1);
assert_eq!(t1_id, t2.id);
}
#[test]
fn test_trace_split() {
let t1: Tensor1D<32> = TensorCreator::zeros();
let t2: Tensor1D<32, OwnedTape> = t1.trace();
let (t3, tape): (Tensor1D<32, NoneTape>, OwnedTape) = t2.split_tape();
let _: Tensor1D<32, OwnedTape> = t3.put_tape(tape);
}
}