svd benchmarks added
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@ -84,6 +84,11 @@ benchmark {
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iterationTimeUnit = "ms"
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}
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configurations.register("svd") {
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commonConfiguration()
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include("svdBenchmark")
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}
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configurations.register("buffer") {
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commonConfiguration()
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include("BufferBenchmark")
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@ -0,0 +1,34 @@
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/*
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* Copyright 2018-2021 KMath contributors.
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* Use of this source code is governed by the Apache 2.0 license that can be found in the license/LICENSE.txt file.
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*/
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package space.kscience.kmath.benchmarks
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import kotlinx.benchmark.Benchmark
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import kotlinx.benchmark.Blackhole
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import kotlinx.benchmark.Scope
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import kotlinx.benchmark.State
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import space.kscience.kmath.tensors.core.BroadcastDoubleTensorAlgebra.svdGolabKahan
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import space.kscience.kmath.tensors.core.DoubleTensorAlgebra
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import space.kscience.kmath.tensors.core.DoubleTensorAlgebra.Companion.svd
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@State(Scope.Benchmark)
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class SVDBenchmark {
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companion object {
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val tensor = DoubleTensorAlgebra.randomNormal(intArrayOf(10, 10, 10), 0)
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}
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@Benchmark
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fun svdPowerMethod(blackhole: Blackhole) {
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blackhole.consume(
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tensor.svd()
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)
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}
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@Benchmark
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fun svdGolabKahan(blackhole: Blackhole) {
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blackhole.consume(
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tensor.svdGolabKahan()
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)
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}
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}
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