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Simplify usage of the pool functions. (#662)

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* Simplify usage of the pool functions.

* Small tweak.

* Attempt at using apply to simplify the convnet definition.
This commit is contained in:
Laurent Mazare
2023-08-29 19:12:16 +01:00
committed by GitHub
parent b31d41e26a
commit 2d3fcad267
9 changed files with 86 additions and 42 deletions
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6
candle-examples/examples/yolo-v8/model.rs
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@ -198,15 +198,15 @@ impl Module for Sppf {
let xs2 = xs
.pad_with_zeros(2, self.k / 2, self.k / 2)?
.pad_with_zeros(3, self.k / 2, self.k / 2)?
.max_pool2d((self.k, self.k), (1, 1))?;
.max_pool2d_with_stride(self.k, 1)?;
let xs3 = xs2
.pad_with_zeros(2, self.k / 2, self.k / 2)?
.pad_with_zeros(3, self.k / 2, self.k / 2)?
.max_pool2d((self.k, self.k), (1, 1))?;
.max_pool2d_with_stride(self.k, 1)?;
let xs4 = xs3
.pad_with_zeros(2, self.k / 2, self.k / 2)?
.pad_with_zeros(3, self.k / 2, self.k / 2)?
.max_pool2d((self.k, self.k), (1, 1))?;
.max_pool2d_with_stride(self.k, 1)?;
self.cv2.forward(&Tensor::cat(&[&xs, &xs2, &xs3, &xs4], 1)?)
}
}