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Proper conv1d dispatch.

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This commit is contained in:
laurent
2023-07-04 11:29:28 +01:00
parent a424d95473
commit 950b4af49e
3 changed files with 34 additions and 10 deletions
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11
candle-core/src/conv.rs
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@ -1,6 +1,9 @@
#[derive(Debug, Clone, PartialEq, Eq)]
pub(crate) struct ParamsConv1D {
pub(crate) b_size: Option<usize>,
// Maybe we should have a version without l_in as this bit depends on the input and not only on
// the weights.
pub(crate) l_in: usize,
pub(crate) c_out: usize,
pub(crate) c_in: usize,
pub(crate) k_size: usize,
@ -9,13 +12,13 @@ pub(crate) struct ParamsConv1D {
}
impl ParamsConv1D {
pub(crate) fn l_out(&self, l_in: usize) -> usize {
pub(crate) fn l_out(&self) -> usize {
let dilation = 1;
(l_in + 2 * self.padding - dilation * (self.k_size - 1) - 1) / self.stride + 1
(self.l_in + 2 * self.padding - dilation * (self.k_size - 1) - 1) / self.stride + 1
}
pub(crate) fn out_dims(&self, l_in: usize) -> Vec<usize> {
let l_out = self.l_out(l_in);
pub(crate) fn out_dims(&self) -> Vec<usize> {
let l_out = self.l_out();
match self.b_size {
None => vec![self.c_out, l_out],
Some(n) => vec![n, self.c_out, l_out],