Smaller SVD test

This commit is contained in:
Roland Grinis 2021-04-30 09:54:25 +01:00
parent e371a4a6db
commit bd068b2c14

View File

@ -163,7 +163,7 @@ class TestDoubleLinearOpsTensorAlgebra {
@Test
fun testBatchedSVD() = DoubleLinearOpsTensorAlgebra {
val tensor = randNormal(intArrayOf(1, 15, 4, 7, 5, 3), 0)
val tensor = randNormal(intArrayOf(2, 5, 3), 0)
val (tensorU, tensorS, tensorV) = tensor.svd()
val tensorSVD = tensorU dot (diagonalEmbedding(tensorS) dot tensorV.transpose())
assertTrue(tensor.eq(tensorSVD))
@ -171,7 +171,7 @@ class TestDoubleLinearOpsTensorAlgebra {
@Test
fun testBatchedSymEig() = DoubleLinearOpsTensorAlgebra {
val tensor = randNormal(shape = intArrayOf(5, 3, 3), 0)
val tensor = randNormal(shape = intArrayOf(2, 3, 3), 0)
val tensorSigma = tensor + tensor.transpose()
val (tensorS, tensorV) = tensorSigma.symEig()
val tensorSigmaCalc = tensorV dot (diagonalEmbedding(tensorS) dot tensorV.transpose())