Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Add RepeatVector layer #139

Merged
merged 15 commits into from
Jun 24, 2021
Merged

Add RepeatVector layer #139

Changes from 1 commit
Commits
Show all changes
15 commits
Select commit Hold shift + click to select a range
78196a8
Added missing saving functions for ReLU and ELU activation layers (Je…
dosier Jun 14, 2021
6347d65
Reverted changes to the imports
dosier Jun 14, 2021
208cd56
Merge branch 'master' of https://github.com/JetBrains/KotlinDL
dosier Jun 16, 2021
e1f98d9
Added RepeatVector layer #123
dosier Jun 17, 2021
56445be
Added serialisation support for RepeatVector layer #123
dosier Jun 17, 2021
0dd75a8
Merge branch 'master' of https://github.com/JetBrains/KotlinDL
dosier Jun 18, 2021
bf61c5d
Wrote test for RepeatVector #123
dosier Jun 18, 2021
d83d447
Made changed requested by avan (see desc.)
dosier Jun 20, 2021
130e60a
Removed redundant Obs.repeat ext fun
dosier Jun 20, 2021
af44256
Made changed requested by avan (see desc.)
dosier Jun 21, 2021
0cb1ac8
Used `=` instead of `return` block, added TODO
dosier Jun 21, 2021
035776d
Merge remote-tracking branch 'origin/master' into feature/RepeatVecto…
dosier Jun 24, 2021
cf398b6
Implemented changes requested by zaleslaw
dosier Jun 24, 2021
f5b08c3
Added test for negative `n` #123
dosier Jun 24, 2021
cc9bf98
Added missing newline
dosier Jun 24, 2021
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
Prev Previous commit
Next Next commit
Made changed requested by avan (see desc.) 
- change require message in computeOutputShape
- used inputShape.size(...) for creating shape
- removed author tag
  • Loading branch information
@dosier
dosier committed Jun 21, 2021
commit af442562873396fbdba1dd1c27d11894688f4ecb
12 changes: 4 additions & 8 deletions api/src/main/kotlin/org/jetbrains/kotlinx/dl/api/core/layer/reshaping/RepeatVector.kt
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -7,8 +7,6 @@ package org.jetbrains.kotlinx.dl.api.core.layer.reshaping

import org.jetbrains.kotlinx.dl.api.core.KGraph
import org.jetbrains.kotlinx.dl.api.core.layer.Layer
import org.jetbrains.kotlinx.dl.api.core.shape.TensorShape
import org.jetbrains.kotlinx.dl.api.core.shape.toLongArray
import org.tensorflow.Operand
import org.tensorflow.Shape
import org.tensorflow.op.Ops
Expand All @@ -24,7 +22,6 @@ import org.tensorflow.op.Ops
* @property [name] Custom layer name.
* @constructor Creates [RepeatVector] object.
*
* @author Stan van der Bend
* @since 0.3
*/
public class RepeatVector(
Expand All @@ -39,11 +36,10 @@ public class RepeatVector(
override fun build(tf: Ops, kGraph: KGraph, inputShape: Shape): Unit = Unit

override fun computeOutputShape(inputShape: Shape): Shape {
require(inputShape.numDimensions() == 2) { "input tensor must have 2 dimensions" }
val tensorShape = TensorShape(inputShape)
// TODO: maybe make `n` of type Long?
val input = inputShape.toLongArray()
return Shape.make(input[0], n.toLong(), input[1])
require(inputShape.numDimensions() == 2) {
"Input tensor must have 2 dimensions but got ${inputShape.numDimensions()}"
}
return Shape.make(inputShape.size(0), n.toLong(), inputShape.size(1))
}

override fun forward(
Expand Down