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Dilated convolutions (#657)

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* Add the dilation parameter.

* Restore the basic optimizer example.

* Dilation support in cudnn.

* Use the dilation parameter in the cpu backend.

* More dilation support.

* No support for dilation in transposed convolutions.

* Add dilation to a test.

* Remove a print.

* Helper function.
This commit is contained in:
Laurent Mazare
2023-08-29 16:12:11 +01:00
committed by GitHub
parent ee8bb1bde1
commit a044907ffc
20 changed files with 231 additions and 45 deletions
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2
candle-core/examples/basics.rs
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@ -11,7 +11,7 @@ fn main() -> Result<()> {
let inp = Tensor::randn(0f32, 1., (2, 320, 96, 96), &Device::Cpu)?;
let w = Tensor::randn(0f32, 1., (320, 320, 3, 3), &Device::Cpu)?;
let start = std::time::Instant::now();
let res = inp.conv2d(&w, 0, 1, 1)?;
let res = inp.conv2d(&w, 0, 1, 1, 1)?;
println!("{:?}", start.elapsed());
println!("{res:?}");
Ok(())