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Get the comparison operation to work on scalar values. (#780)

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* Get the comparison operation to work on scalar values.

* Add some time measurement.
This commit is contained in:
Laurent Mazare
2023-09-08 20:13:29 +01:00
committed by GitHub
parent 0906acab91
commit acf8f10ae1
5 changed files with 49 additions and 12 deletions
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6
candle-examples/examples/segment-anything/model_prompt_encoder.rs
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@ -161,21 +161,21 @@ impl PromptEncoder {
.forward_with_coords(&points, self.input_image_size)?;
let labels = labels.unsqueeze(2)?.broadcast_as(point_embedding.shape())?;
let zeros = point_embedding.zeros_like()?;
let point_embedding = labels.lt(&labels.zeros_like()?)?.where_cond(
let point_embedding = labels.lt(0f32)?.where_cond(
&self
.not_a_point_embed
.embeddings()
.broadcast_as(zeros.shape())?,
&point_embedding,
)?;
let labels0 = labels.eq(&labels.zeros_like()?)?.where_cond(
let labels0 = labels.eq(0f32)?.where_cond(
&self.point_embeddings[0]
.embeddings()
.broadcast_as(zeros.shape())?,
&zeros,
)?;
let point_embedding = (point_embedding + labels0)?;
let labels1 = labels.eq(&labels.ones_like()?)?.where_cond(
let labels1 = labels.eq(1f32)?.where_cond(
&self.point_embeddings[1]
.embeddings()
.broadcast_as(zeros.shape())?,