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Add the conv-transpose1d op. (#1251)

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* Skeleton structure for conv-transpose1d.

* CPU implementation for conv-transpose1d.
This commit is contained in:
Laurent Mazare
2023-11-03 09:44:46 +01:00
committed by GitHub
parent 6975c65112
commit be4555c5a5
8 changed files with 221 additions and 0 deletions
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27
candle-core/src/storage.rs
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@ -279,6 +279,33 @@ impl Storage {
}
}
pub(crate) fn conv_transpose1d(
&self,
l: &Layout,
kernel: &Self,
kernel_l: &Layout,
params: &crate::conv::ParamsConvTranspose1D,
) -> Result<Self> {
self.same_device(kernel, "conv-transpose1d")?;
self.same_dtype(kernel, "conv-transpose1d")?;
match (self, &kernel) {
(Storage::Cpu(inp), Storage::Cpu(kernel)) => {
let s = inp.conv_transpose1d(l, kernel, kernel_l, params)?;
Ok(Self::Cpu(s))
}
(Storage::Cuda(inp), Storage::Cuda(kernel)) => {
let s = inp.conv_transpose1d(l, kernel, kernel_l, params)?;
Ok(Self::Cuda(s))
}
(lhs, rhs) => Err(Error::DeviceMismatchBinaryOp {
lhs: lhs.device().location(),
rhs: rhs.device().location(),
op: "conv-transpose1d",
}
.bt()),
}
}
pub(crate) fn conv2d(
&self,
l: &Layout,