diff options
Diffstat (limited to 'candle-core/src/cpu_backend.rs')
| -rw-r--r-- | candle-core/src/cpu_backend.rs | 12 |
1 files changed, 9 insertions, 3 deletions
diff --git a/candle-core/src/cpu_backend.rs b/candle-core/src/cpu_backend.rs index f52d53b1..60fac0c9 100644 --- a/candle-core/src/cpu_backend.rs +++ b/candle-core/src/cpu_backend.rs @@ -1064,7 +1064,7 @@ impl<'a> Map2 for Conv1D<'a> { let dst_idx = dst_idx + b_idx * p.c_out * l_out; for dst_l in 0..l_out { let dst_idx = dst_idx + dst_l; - let src_l = p.stride * dst_l + offset; + let src_l = (p.stride * dst_l + offset) * p.dilation; if src_l < p.padding || src_l >= p.padding + p.l_in { continue; } @@ -1141,14 +1141,14 @@ impl<'a> Map2 for Conv2D<'a> { let dst_idx = dst_idx + b_idx * p.c_out * out_h * out_w; for dst_h in 0..out_h { let dst_idx = dst_idx + dst_h * out_w; - let src_h = p.stride * dst_h + offset_h; + let src_h = (p.stride * dst_h + offset_h) * p.dilation; if src_h < p.padding || src_h >= p.i_h + p.padding { continue; } let src_h = src_h - p.padding; for dst_w in 0..out_w { let dst_idx = dst_idx + dst_w; - let src_w = p.stride * dst_w + offset_w; + let src_w = (p.stride * dst_w + offset_w) * p.dilation; if src_w < p.padding || src_w >= p.i_w + p.padding { continue; } @@ -1186,6 +1186,12 @@ impl<'a> Map2 for ConvTranspose2D<'a> { const OP: &'static str = "conv_transpose2d"; fn f<T: WithDType>(&self, inp: &[T], inp_l: &Layout, k: &[T], k_l: &Layout) -> Result<Vec<T>> { let p = self.0; + if p.dilation != 1 { + crate::bail!( + "dilation {} is not supported for conv-transpose2d", + p.dilation + ) + } let inp = &inp[inp_l.start_offset()..]; let (inp_s0, inp_s1, inp_s2, inp_s3) = crate::shape::dims4(inp_l.stride())?; let k = &k[k_l.start_offset()..]; |