v0.3.0-dev-9 #324
@ -43,14 +43,6 @@ public fun Buffer<Float>.toFloatArray(): FloatArray = when(this) {
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else -> FloatArray(size, ::get)
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else -> FloatArray(size, ::get)
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}
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}
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/**
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* Returns a reference to [FloatArray] containing all of the elements of this [Buffer].
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*/
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public fun Buffer<Float>.unsafeToFloatArray(): FloatArray = when(this) {
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is FloatBuffer -> array
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else -> throw RuntimeException("Failed to cast Buffer to FloatArray")
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}
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/**
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/**
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* Returns [FloatBuffer] over this array.
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* Returns [FloatBuffer] over this array.
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*
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*
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@ -42,14 +42,6 @@ public fun Buffer<Int>.toIntArray(): IntArray = when(this) {
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else -> IntArray(size, ::get)
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else -> IntArray(size, ::get)
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}
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}
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/**
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* Returns a reference to [IntArray] containing all of the elements of this [Buffer].
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*/
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public fun Buffer<Int>.unsafeToIntArray(): IntArray = when(this) {
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is IntBuffer -> array
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else -> throw RuntimeException("Failed to cast Buffer to IntArray")
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}
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/**
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/**
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* Returns [IntBuffer] over this array.
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* Returns [IntBuffer] over this array.
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*
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*
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@ -42,14 +42,6 @@ public fun Buffer<Long>.toLongArray(): LongArray = when(this) {
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else -> LongArray(size, ::get)
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else -> LongArray(size, ::get)
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}
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}
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/**
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* Returns a reference to [LongArray] containing all of the elements of this [Buffer].
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*/
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public fun Buffer<Long>.unsafeToLongArray(): LongArray = when(this) {
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is LongBuffer -> array
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else -> throw RuntimeException("Failed to cast Buffer to LongArray")
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}
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/**
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/**
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* Returns [LongBuffer] over this array.
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* Returns [LongBuffer] over this array.
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*
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*
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@ -47,14 +47,6 @@ public fun Buffer<Double>.toDoubleArray(): DoubleArray = when(this) {
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else -> DoubleArray(size, ::get)
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else -> DoubleArray(size, ::get)
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}
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}
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/**
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* Returns a reference to [DoubleArray] containing all of the elements of this [Buffer].
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*/
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public fun Buffer<Double>.unsafeToDoubleArray(): DoubleArray = when(this) {
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is RealBuffer -> array
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else -> throw RuntimeException("Failed to cast Buffer to DoubleArray")
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}
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/**
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/**
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* Returns [RealBuffer] over this array.
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* Returns [RealBuffer] over this array.
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*
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*
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@ -1,7 +1,5 @@
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package space.kscience.kmath.tensors
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package space.kscience.kmath.tensors
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import space.kscience.kmath.structures.unsafeToIntArray
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public class RealLinearOpsTensorAlgebra :
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public class RealLinearOpsTensorAlgebra :
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LinearOpsTensorAlgebra<Double, RealTensor>,
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LinearOpsTensorAlgebra<Double, RealTensor>,
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RealTensorAlgebra()
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RealTensorAlgebra()
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@ -1,7 +1,5 @@
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package space.kscience.kmath.tensors
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package space.kscience.kmath.tensors
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import space.kscience.kmath.structures.unsafeToDoubleArray
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public open class RealTensorAlgebra : TensorPartialDivisionAlgebra<Double, RealTensor> {
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public open class RealTensorAlgebra : TensorPartialDivisionAlgebra<Double, RealTensor> {
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@ -1,6 +1,6 @@
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package space.kscience.kmath.tensors
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package space.kscience.kmath.tensors
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import space.kscience.kmath.structures.unsafeToDoubleArray
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import space.kscience.kmath.structures.*
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import kotlin.math.max
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import kotlin.math.max
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@ -94,3 +94,35 @@ internal inline fun <T, TensorType : TensorStructure<T>,
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TorchTensorAlgebraType : TensorAlgebra<T, TensorType>>
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TorchTensorAlgebraType : TensorAlgebra<T, TensorType>>
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TorchTensorAlgebraType.checkView(a: TensorType, shape: IntArray): Unit =
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TorchTensorAlgebraType.checkView(a: TensorType, shape: IntArray): Unit =
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check(a.shape.reduce(Int::times) == shape.reduce(Int::times))
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check(a.shape.reduce(Int::times) == shape.reduce(Int::times))
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/**
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* Returns a reference to [IntArray] containing all of the elements of this [Buffer].
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*/
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internal fun Buffer<Int>.unsafeToIntArray(): IntArray = when(this) {
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is IntBuffer -> array
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else -> throw RuntimeException("Failed to cast Buffer to IntArray")
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}
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/**
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* Returns a reference to [LongArray] containing all of the elements of this [Buffer].
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*/
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internal fun Buffer<Long>.unsafeToLongArray(): LongArray = when(this) {
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is LongBuffer -> array
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else -> throw RuntimeException("Failed to cast Buffer to LongArray")
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}
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/**
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* Returns a reference to [FloatArray] containing all of the elements of this [Buffer].
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*/
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internal fun Buffer<Float>.unsafeToFloatArray(): FloatArray = when(this) {
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is FloatBuffer -> array
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else -> throw RuntimeException("Failed to cast Buffer to FloatArray")
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}
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/**
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* Returns a reference to [DoubleArray] containing all of the elements of this [Buffer].
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*/
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internal fun Buffer<Double>.unsafeToDoubleArray(): DoubleArray = when(this) {
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is RealBuffer -> array
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else -> throw RuntimeException("Failed to cast Buffer to DoubleArray")
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}
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@ -1,6 +1,6 @@
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package space.kscience.kmath.tensors
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package space.kscience.kmath.tensors
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import space.kscience.kmath.structures.toDoubleArray
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import kotlin.test.Test
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import kotlin.test.Test
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import kotlin.test.assertTrue
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import kotlin.test.assertTrue
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@ -10,7 +10,7 @@ class TestRealTensorAlgebra {
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fun doublePlus() = RealTensorAlgebra {
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fun doublePlus() = RealTensorAlgebra {
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val tensor = RealTensor(intArrayOf(2), doubleArrayOf(1.0, 2.0))
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val tensor = RealTensor(intArrayOf(2), doubleArrayOf(1.0, 2.0))
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val res = 10.0 + tensor
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val res = 10.0 + tensor
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assertTrue(res.buffer.toDoubleArray() contentEquals doubleArrayOf(11.0,12.0))
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assertTrue(res.buffer.unsafeToDoubleArray() contentEquals doubleArrayOf(11.0,12.0))
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}
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}
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@Test
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@Test
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@ -18,7 +18,7 @@ class TestRealTensorAlgebra {
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val tensor = RealTensor(intArrayOf(1), doubleArrayOf(0.0))
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val tensor = RealTensor(intArrayOf(1), doubleArrayOf(0.0))
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val res = tensor.transpose(0, 0)
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val res = tensor.transpose(0, 0)
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assertTrue(res.buffer.toDoubleArray() contentEquals doubleArrayOf(0.0))
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assertTrue(res.buffer.unsafeToDoubleArray() contentEquals doubleArrayOf(0.0))
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assertTrue(res.shape contentEquals intArrayOf(1))
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assertTrue(res.shape contentEquals intArrayOf(1))
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}
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}
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@ -27,7 +27,7 @@ class TestRealTensorAlgebra {
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val tensor = RealTensor(intArrayOf(3, 2), doubleArrayOf(1.0, 2.0, 3.0, 4.0, 5.0, 6.0))
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val tensor = RealTensor(intArrayOf(3, 2), doubleArrayOf(1.0, 2.0, 3.0, 4.0, 5.0, 6.0))
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val res = tensor.transpose(1, 0)
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val res = tensor.transpose(1, 0)
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assertTrue(res.buffer.toDoubleArray() contentEquals doubleArrayOf(1.0, 3.0, 5.0, 2.0, 4.0, 6.0))
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assertTrue(res.buffer.unsafeToDoubleArray() contentEquals doubleArrayOf(1.0, 3.0, 5.0, 2.0, 4.0, 6.0))
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assertTrue(res.shape contentEquals intArrayOf(2, 3))
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assertTrue(res.shape contentEquals intArrayOf(2, 3))
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}
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}
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@ -42,9 +42,9 @@ class TestRealTensorAlgebra {
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assertTrue(res02.shape contentEquals intArrayOf(3, 2, 1))
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assertTrue(res02.shape contentEquals intArrayOf(3, 2, 1))
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assertTrue(res12.shape contentEquals intArrayOf(1, 3, 2))
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assertTrue(res12.shape contentEquals intArrayOf(1, 3, 2))
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assertTrue(res01.buffer.toDoubleArray() contentEquals doubleArrayOf(1.0, 2.0, 3.0, 4.0, 5.0, 6.0))
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assertTrue(res01.buffer.unsafeToDoubleArray() contentEquals doubleArrayOf(1.0, 2.0, 3.0, 4.0, 5.0, 6.0))
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assertTrue(res02.buffer.toDoubleArray() contentEquals doubleArrayOf(1.0, 4.0, 2.0, 5.0, 3.0, 6.0))
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assertTrue(res02.buffer.unsafeToDoubleArray() contentEquals doubleArrayOf(1.0, 4.0, 2.0, 5.0, 3.0, 6.0))
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assertTrue(res12.buffer.toDoubleArray() contentEquals doubleArrayOf(1.0, 4.0, 2.0, 5.0, 3.0, 6.0))
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assertTrue(res12.buffer.unsafeToDoubleArray() contentEquals doubleArrayOf(1.0, 4.0, 2.0, 5.0, 3.0, 6.0))
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}
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}
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@Test
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@Test
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@ -70,9 +70,9 @@ class TestRealTensorAlgebra {
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assertTrue(res[1].shape contentEquals intArrayOf(1, 2, 3))
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assertTrue(res[1].shape contentEquals intArrayOf(1, 2, 3))
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assertTrue(res[2].shape contentEquals intArrayOf(1, 2, 3))
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assertTrue(res[2].shape contentEquals intArrayOf(1, 2, 3))
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assertTrue(res[0].buffer.toDoubleArray() contentEquals doubleArrayOf(1.0, 2.0, 3.0, 4.0, 5.0, 6.0))
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assertTrue(res[0].buffer.unsafeToDoubleArray() contentEquals doubleArrayOf(1.0, 2.0, 3.0, 4.0, 5.0, 6.0))
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assertTrue(res[1].buffer.toDoubleArray() contentEquals doubleArrayOf(10.0, 20.0, 30.0, 10.0, 20.0, 30.0))
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assertTrue(res[1].buffer.unsafeToDoubleArray() contentEquals doubleArrayOf(10.0, 20.0, 30.0, 10.0, 20.0, 30.0))
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assertTrue(res[2].buffer.toDoubleArray() contentEquals doubleArrayOf(500.0, 500.0, 500.0, 500.0, 500.0, 500.0))
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assertTrue(res[2].buffer.unsafeToDoubleArray() contentEquals doubleArrayOf(500.0, 500.0, 500.0, 500.0, 500.0, 500.0))
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}
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}
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@Test
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@Test
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@ -82,14 +82,14 @@ class TestRealTensorAlgebra {
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val tensor3 = RealTensor(intArrayOf(1, 1, 1), doubleArrayOf(500.0))
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val tensor3 = RealTensor(intArrayOf(1, 1, 1), doubleArrayOf(500.0))
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assertTrue((tensor2 - tensor1).shape contentEquals intArrayOf(2, 3))
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assertTrue((tensor2 - tensor1).shape contentEquals intArrayOf(2, 3))
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assertTrue((tensor2 - tensor1).buffer.toDoubleArray() contentEquals doubleArrayOf(9.0, 18.0, 27.0, 6.0, 15.0, 24.0))
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assertTrue((tensor2 - tensor1).buffer.unsafeToDoubleArray() contentEquals doubleArrayOf(9.0, 18.0, 27.0, 6.0, 15.0, 24.0))
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assertTrue((tensor3 - tensor1).shape contentEquals intArrayOf(1, 2, 3))
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assertTrue((tensor3 - tensor1).shape contentEquals intArrayOf(1, 2, 3))
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assertTrue((tensor3 - tensor1).buffer.toDoubleArray()
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assertTrue((tensor3 - tensor1).buffer.unsafeToDoubleArray()
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contentEquals doubleArrayOf(499.0, 498.0, 497.0, 496.0, 495.0, 494.0))
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contentEquals doubleArrayOf(499.0, 498.0, 497.0, 496.0, 495.0, 494.0))
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assertTrue((tensor3 - tensor2).shape contentEquals intArrayOf(1, 1, 3))
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assertTrue((tensor3 - tensor2).shape contentEquals intArrayOf(1, 1, 3))
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assertTrue((tensor3 - tensor2).buffer.toDoubleArray() contentEquals doubleArrayOf(490.0, 480.0, 470.0))
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assertTrue((tensor3 - tensor2).buffer.unsafeToDoubleArray() contentEquals doubleArrayOf(490.0, 480.0, 470.0))
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}
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}
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}
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}
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