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Add conv-transpose. (#635)

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* Add conv-transpose.

* Return zeros for now.

* Naive CPU implementation.

* Add a conv-transpose test + fix the cpu implementation.

* Add a second test.
This commit is contained in:
Laurent Mazare
2023-08-28 10:10:12 +01:00
committed by GitHub
parent 26e1b40992
commit 3cca89cc70
9 changed files with 244 additions and 0 deletions
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8
candle-core/src/backend.rs
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@ -45,6 +45,14 @@ pub trait BackendStorage: Sized {
_params: &crate::conv::ParamsConv2D,
) -> Result<Self>;
fn conv_transpose2d(
&self,
_l: &Layout,
_kernel: &Self,
_kernel_l: &Layout,
_params: &crate::conv::ParamsConvTranspose2D,
) -> Result<Self>;
fn avg_pool2d(&self, _: &Layout, _: (usize, usize), _: (usize, usize)) -> Result<Self>;
fn max_pool2d(&self, _: &Layout, _: (usize, usize), _: (usize, usize)) -> Result<Self>;
fn upsample_nearest2d(&self, _: &Layout, _: usize, _: usize) -> Result<Self>;