Streams added to all kernels and GPU operations to separate threads from each other.

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mlemanczyk committed 2025-11-06 18:53:55 +01:00
1 parent 64d615c402
commit de2a78b27b
30 files changed
+1097 -1002

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+96 -101
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@@ -111,6 +111,7 @@ public sealed class PrimeTester
inputView.CopyFromCPU(stream, ref value, 1);
kernel(
stream,
1,
inputView,
gpu.DevicePrimesDefault.View,
@@ -124,8 +125,8 @@ public sealed class PrimeTester
gpu.DevicePrimesPow2LastThree.View,
gpu.DevicePrimesPow2LastNine.View,
outputView);
stream.Synchronize();
outputView.CopyToCPU(stream, ref flag, 1);
stream.Synchronize();
gpu.Dispose();
GpuPrimeWorkLimiter.Release();
@@ -182,9 +183,10 @@ public sealed class PrimeTester
var valueSlice = values.Slice(pos, count);
ref ulong valueRef = ref MemoryMarshal.GetReference(valueSlice);
inputView.CopyFromCPU(ref valueRef, count);
inputView.CopyFromCPU(stream, ref valueRef, count);
kernel(
stream,
count,
inputView,
gpu.DevicePrimesDefault.View,
@@ -198,8 +200,7 @@ public sealed class PrimeTester
gpu.DevicePrimesPow2LastThree.View,
gpu.DevicePrimesPow2LastNine.View,
outputView);
stream.Synchronize();
var resultSlice = results.Slice(pos, count);
ref byte resultRef = ref MemoryMarshal.GetReference(resultSlice);
outputView.CopyToCPU(stream, ref resultRef, count);
@@ -207,6 +208,7 @@ public sealed class PrimeTester
pos += count;
}
stream.Synchronize();
gpu.Dispose();
GpuPrimeWorkLimiter.Release();
}
@@ -219,13 +221,13 @@ public sealed class PrimeTester
private static readonly object SharedTablesLock = new();
private static readonly Dictionary<Accelerator, SharedHeuristicGpuTables> SharedTables = new(AcceleratorReferenceComparer.Instance);
private static SharedHeuristicGpuTables RentSharedTables(Accelerator accelerator)
private static SharedHeuristicGpuTables RentSharedTables(Accelerator accelerator, AcceleratorStream stream)
{
lock (SharedTablesLock)
{
if (!SharedTables.TryGetValue(accelerator, out var tables))
{
tables = new SharedHeuristicGpuTables(accelerator);
tables = new SharedHeuristicGpuTables(accelerator, stream);
SharedTables.Add(accelerator, tables);
}
@@ -247,9 +249,9 @@ public sealed class PrimeTester
}
}
internal static void EnsureStaticTables(KernelContainer kernels, Accelerator accelerator)
internal static void EnsureStaticTables(KernelContainer kernels, Accelerator accelerator, AcceleratorStream stream)
{
var tables = RentSharedTables(accelerator);
var tables = RentSharedTables(accelerator, stream);
var heuristicTables = tables.CreateHeuristicDivisorTables();
HeuristicGpuDivisorTables.InitializeShared(in heuristicTables);
ReleaseSharedTables(tables);
@@ -270,38 +272,40 @@ public sealed class PrimeTester
}
Accelerator accelerator = SharedGpuContext.Accelerator;
KernelContainer kernels = GpuKernelPool.GetKernels(accelerator);
GpuStaticTableInitializer.EnsureStaticTables(kernels, accelerator);
AcceleratorStream stream = accelerator.CreateStream();
KernelContainer kernels = GpuKernelPool.GetKernels(accelerator, stream);
GpuStaticTableInitializer.EnsureStaticTables(kernels, accelerator, stream);
int toCreate = target - WarmedLeaseCount;
for (int i = 0; i < toCreate; i++)
{
Pool.Enqueue(new PrimeTesterGpuContextLease(minBufferCapacity));
Pool.Enqueue(new PrimeTesterGpuContextLease(minBufferCapacity, stream));
}
stream.Synchronize();
stream.Dispose();
WarmedLeaseCount = target;
}
}
internal static PrimeTesterGpuContextLease Rent(int minBufferCapacity = 1)
{
if (!Pool.TryDequeue(out var lease))
{
lease = new PrimeTesterGpuContextLease(minBufferCapacity);
}
else
{
lease.EnsureCapacity(minBufferCapacity);
}
internal static PrimeTesterGpuContextLease Rent(int minBufferCapacity = 1)
{
if (!Pool.TryDequeue(out var lease))
{
lease = new PrimeTesterGpuContextLease(minBufferCapacity);
}
else
{
lease.EnsureCapacity(minBufferCapacity);
}
lease.ResetReturnFlag();
return lease;
}
return lease;
}
internal static void Return(PrimeTesterGpuContextLease lease)
{
lease.Accelerator.Synchronize();
Pool.Enqueue(lease);
}
@@ -373,35 +377,23 @@ public sealed class PrimeTester
}
}
internal sealed class PrimeTesterGpuContextLease : IDisposable
internal sealed class PrimeTesterGpuContextLease
{
private bool _returned;
private readonly SharedHeuristicGpuTables _sharedTables;
private readonly HeuristicGpuDivisorTables _heuristicDivisorTables;
internal readonly Context AcceleratorContext;
public readonly Accelerator Accelerator;
private AcceleratorStream? _stream;
private AcceleratorStream? _stream;
public AcceleratorStream Stream
{
get
{
if (_stream is { } stream)
{
return stream;
}
stream = Accelerator.CreateStream();
_stream = stream;
return stream;
}
[MethodImpl(MethodImplOptions.AggressiveInlining)]
get => _stream ?? Accelerator.CreateStream();
}
public static readonly Action<Index1D, ArrayView<ulong>, ArrayView<uint>, ArrayView<uint>, ArrayView<uint>, ArrayView<uint>, ArrayView<uint>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<byte>> Kernel = SharedGpuContext.Accelerator.LoadAutoGroupedStreamKernel<Index1D, ArrayView<ulong>, ArrayView<uint>, ArrayView<uint>, ArrayView<uint>, ArrayView<uint>, ArrayView<uint>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<byte>>(PrimeTesterKernels.SmallPrimeSieveKernel);
public static readonly Action<Index1D, ArrayView<int>, ulong, ulong, HeuristicGpuDivisorTableKind, HeuristicGpuDivisorTables> HeuristicTrialDivisionKernel = SharedGpuContext.Accelerator.LoadAutoGroupedStreamKernel<Index1D, ArrayView<int>, ulong, ulong, HeuristicGpuDivisorTableKind, HeuristicGpuDivisorTables>(PrimeTesterKernels.HeuristicTrialDivisionKernel);
public static readonly Action<AcceleratorStream, Index1D, ArrayView<ulong>, ArrayView<uint>, ArrayView<uint>, ArrayView<uint>, ArrayView<uint>, ArrayView<uint>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<byte>> Kernel = KernelUtil.GetKernel(SharedGpuContext.Accelerator.LoadAutoGroupedStreamKernel<Index1D, ArrayView<ulong>, ArrayView<uint>, ArrayView<uint>, ArrayView<uint>, ArrayView<uint>, ArrayView<uint>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<byte>>(PrimeTesterKernels.SmallPrimeSieveKernel)).CreateLauncherDelegate<Action<AcceleratorStream, Index1D, ArrayView<ulong>, ArrayView<uint>, ArrayView<uint>, ArrayView<uint>, ArrayView<uint>, ArrayView<uint>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<byte>>>();
public static readonly Action<AcceleratorStream, Index1D, ArrayView<int>, ulong, ulong, HeuristicGpuDivisorTableKind, HeuristicGpuDivisorTables> HeuristicTrialDivisionKernel = KernelUtil.GetKernel(SharedGpuContext.Accelerator.LoadAutoGroupedStreamKernel<Index1D, ArrayView<int>, ulong, ulong, HeuristicGpuDivisorTableKind, HeuristicGpuDivisorTables>(PrimeTesterKernels.HeuristicTrialDivisionKernel)).CreateLauncherDelegate<Action<AcceleratorStream, Index1D, ArrayView<int>, ulong, ulong, HeuristicGpuDivisorTableKind, HeuristicGpuDivisorTables>>();
public MemoryBuffer1D<ulong, Stride1D.Dense> Input = null!;
public MemoryBuffer1D<byte, Stride1D.Dense> Output = null!;
public MemoryBuffer1D<int, Stride1D.Dense> HeuristicFlag = null!;
@@ -440,17 +432,34 @@ public sealed class PrimeTester
{
AcceleratorContext = SharedGpuContext.Context;
Accelerator = SharedGpuContext.Accelerator;
// GpuStaticTableInitializer.EnsureStaticTables(Accelerator);
// Kernel = Accelerator.LoadAutoGroupedStreamKernel<Index1D, ArrayView<ulong>, ArrayView<uint>, ArrayView<uint>, ArrayView<uint>, ArrayView<uint>, ArrayView<uint>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<byte>>(PrimeTesterKernels.SmallPrimeSieveKernel);
// HeuristicTrialDivisionKernel = Accelerator.LoadAutoGroupedStreamKernel<Index1D, ArrayView<int>, ulong, ulong, HeuristicGpuDivisorTableKind, HeuristicGpuDivisorTables>(PrimeTesterKernels.HeuristicTrialDivisionKernel);
AcceleratorStream stream = SharedGpuContext.Accelerator.CreateStream();
var kernels = GpuKernelPool.GetKernels(Accelerator, stream);
GpuStaticTableInitializer.EnsureStaticTables(kernels, Accelerator, stream);
_sharedTables = RentSharedTables(Accelerator);
_sharedTables = RentSharedTables(Accelerator, stream);
_heuristicDivisorTables = _sharedTables.CreateHeuristicDivisorTables();
HeuristicGpuDivisorTables.InitializeShared(in _heuristicDivisorTables);
EnsureCapacity(minBufferCapacity);
stream.Synchronize();
stream.Dispose();
}
internal PrimeTesterGpuContextLease(int minBufferCapacity, AcceleratorStream stream)
{
AcceleratorContext = SharedGpuContext.Context;
Accelerator = SharedGpuContext.Accelerator;
// GpuStaticTableInitializer.EnsureStaticTables(Accelerator);
// Kernel = Accelerator.LoadAutoGroupedStreamKernel<Index1D, ArrayView<ulong>, ArrayView<uint>, ArrayView<uint>, ArrayView<uint>, ArrayView<uint>, ArrayView<uint>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<ulong>, ArrayView<byte>>(PrimeTesterKernels.SmallPrimeSieveKernel);
// HeuristicTrialDivisionKernel = Accelerator.LoadAutoGroupedStreamKernel<Index1D, ArrayView<int>, ulong, ulong, HeuristicGpuDivisorTableKind, HeuristicGpuDivisorTables>(PrimeTesterKernels.HeuristicTrialDivisionKernel);
_sharedTables = RentSharedTables(Accelerator, stream);
_heuristicDivisorTables = _sharedTables.CreateHeuristicDivisorTables();
HeuristicGpuDivisorTables.InitializeShared(in _heuristicDivisorTables);
EnsureCapacity(minBufferCapacity);
_returned = false;
}
public void EnsureCapacity(int minCapacity)
@@ -470,25 +479,8 @@ public sealed class PrimeTester
BufferCapacity = minCapacity;
}
internal void ResetReturnFlag()
{
_returned = false;
}
public void Dispose()
{
if (_returned)
{
return;
}
_returned = true;
if (_stream is { } stream)
{
stream.Dispose();
_stream = null;
}
Return(this);
}
@@ -497,6 +489,8 @@ public sealed class PrimeTester
Input?.Dispose();
Output?.Dispose();
HeuristicFlag?.Dispose();
_stream?.Dispose();
_stream = null;
ReleaseSharedTables(_sharedTables);
// These resources are shared between GPU leases
// Accelerator.Dispose();
@@ -523,86 +517,86 @@ public sealed class PrimeTester
{
private int _referenceCount;
internal SharedHeuristicGpuTables(Accelerator accelerator)
internal SharedHeuristicGpuTables(Accelerator accelerator, AcceleratorStream stream)
{
var primesDefault = DivisorGenerator.SmallPrimes;
DevicePrimesDefault = accelerator.Allocate1D<uint>(primesDefault.Length);
DevicePrimesDefault.View.CopyFromCPU(primesDefault);
DevicePrimesDefault.View.CopyFromCPU(stream, primesDefault);
var primesLastOne = DivisorGenerator.SmallPrimesLastOne;
DevicePrimesLastOne = accelerator.Allocate1D<uint>(primesLastOne.Length);
DevicePrimesLastOne.View.CopyFromCPU(primesLastOne);
DevicePrimesLastOne.View.CopyFromCPU(stream, primesLastOne);
var primesLastSeven = DivisorGenerator.SmallPrimesLastSeven;
DevicePrimesLastSeven = accelerator.Allocate1D<uint>(primesLastSeven.Length);
DevicePrimesLastSeven.View.CopyFromCPU(primesLastSeven);
DevicePrimesLastSeven.View.CopyFromCPU(stream, primesLastSeven);
var primesLastThree = DivisorGenerator.SmallPrimesLastThree;
DevicePrimesLastThree = accelerator.Allocate1D<uint>(primesLastThree.Length);
DevicePrimesLastThree.View.CopyFromCPU(primesLastThree);
DevicePrimesLastThree.View.CopyFromCPU(stream, primesLastThree);
var primesLastNine = DivisorGenerator.SmallPrimesLastNine;
DevicePrimesLastNine = accelerator.Allocate1D<uint>(primesLastNine.Length);
DevicePrimesLastNine.View.CopyFromCPU(primesLastNine);
DevicePrimesLastNine.View.CopyFromCPU(stream, primesLastNine);
var primesPow2Default = DivisorGenerator.SmallPrimesPow2;
DevicePrimesPow2Default = accelerator.Allocate1D<ulong>(primesPow2Default.Length);
DevicePrimesPow2Default.View.CopyFromCPU(primesPow2Default);
DevicePrimesPow2Default.View.CopyFromCPU(stream, primesPow2Default);
var primesPow2LastOne = DivisorGenerator.SmallPrimesPow2LastOne;
DevicePrimesPow2LastOne = accelerator.Allocate1D<ulong>(primesPow2LastOne.Length);
DevicePrimesPow2LastOne.View.CopyFromCPU(primesPow2LastOne);
DevicePrimesPow2LastOne.View.CopyFromCPU(stream, primesPow2LastOne);
var primesPow2LastSeven = DivisorGenerator.SmallPrimesPow2LastSeven;
DevicePrimesPow2LastSeven = accelerator.Allocate1D<ulong>(primesPow2LastSeven.Length);
DevicePrimesPow2LastSeven.View.CopyFromCPU(primesPow2LastSeven);
DevicePrimesPow2LastSeven.View.CopyFromCPU(stream, primesPow2LastSeven);
var primesPow2LastThree = DivisorGenerator.SmallPrimesPow2LastThree;
DevicePrimesPow2LastThree = accelerator.Allocate1D<ulong>(primesPow2LastThree.Length);
DevicePrimesPow2LastThree.View.CopyFromCPU(primesPow2LastThree);
DevicePrimesPow2LastThree.View.CopyFromCPU(stream, primesPow2LastThree);
var primesPow2LastNine = DivisorGenerator.SmallPrimesPow2LastNine;
DevicePrimesPow2LastNine = accelerator.Allocate1D<ulong>(primesPow2LastNine.Length);
DevicePrimesPow2LastNine.View.CopyFromCPU(primesPow2LastNine);
DevicePrimesPow2LastNine.View.CopyFromCPU(stream, primesPow2LastNine);
HeuristicPrimeSieves.EnsureInitialized();
HeuristicCombinedPrimeTester.EnsureInitialized();
var heuristicGroupA = HeuristicPrimeSieves.GroupADivisors;
HeuristicGroupADivisors = CopySpanToDevice(accelerator, heuristicGroupA);
HeuristicGroupADivisors = CopySpanToDevice(accelerator, stream, heuristicGroupA);
var heuristicGroupASquares = HeuristicPrimeSieves.GroupADivisorSquares;
HeuristicGroupADivisorSquares = CopySpanToDevice(accelerator, heuristicGroupASquares);
HeuristicGroupADivisorSquares = CopySpanToDevice(accelerator, stream, heuristicGroupASquares);
HeuristicGroupBDivisorsEnding1 = CopyUintSpanToDevice(accelerator, DivisorGenerator.SmallPrimesLastOneWithoutLastThree);
HeuristicGroupBDivisorSquaresEnding1 = CopySpanToDevice(accelerator, DivisorGenerator.SmallPrimesPow2LastOneWithoutLastThree);
HeuristicGroupBDivisorsEnding1 = CopyUintSpanToDevice(accelerator, stream, DivisorGenerator.SmallPrimesLastOneWithoutLastThree);
HeuristicGroupBDivisorSquaresEnding1 = CopySpanToDevice(accelerator, stream, DivisorGenerator.SmallPrimesPow2LastOneWithoutLastThree);
HeuristicGroupBDivisorsEnding7 = CopyUintSpanToDevice(accelerator, DivisorGenerator.SmallPrimesLastSevenWithoutLastThree);
HeuristicGroupBDivisorSquaresEnding7 = CopySpanToDevice(accelerator, DivisorGenerator.SmallPrimesPow2LastSevenWithoutLastThree);
HeuristicGroupBDivisorsEnding7 = CopyUintSpanToDevice(accelerator, stream, DivisorGenerator.SmallPrimesLastSevenWithoutLastThree);
HeuristicGroupBDivisorSquaresEnding7 = CopySpanToDevice(accelerator, stream, DivisorGenerator.SmallPrimesPow2LastSevenWithoutLastThree);
HeuristicGroupBDivisorsEnding9 = CopyUintSpanToDevice(accelerator, DivisorGenerator.SmallPrimesLastNineWithoutLastThree);
HeuristicGroupBDivisorSquaresEnding9 = CopySpanToDevice(accelerator, DivisorGenerator.SmallPrimesPow2LastNineWithoutLastThree);
HeuristicGroupBDivisorsEnding9 = CopyUintSpanToDevice(accelerator, stream, DivisorGenerator.SmallPrimesLastNineWithoutLastThree);
HeuristicGroupBDivisorSquaresEnding9 = CopySpanToDevice(accelerator, stream, DivisorGenerator.SmallPrimesPow2LastNineWithoutLastThree);
var combinedEnding1 = HeuristicCombinedPrimeTester.CombinedDivisorsEnding1Span;
HeuristicCombinedDivisorsEnding1 = CopySpanToDevice(accelerator, combinedEnding1);
HeuristicCombinedDivisorsEnding1 = CopySpanToDevice(accelerator, stream, combinedEnding1);
var combinedSquaresEnding1 = HeuristicCombinedPrimeTester.CombinedDivisorsEnding1SquaresSpan;
HeuristicCombinedDivisorSquaresEnding1 = CopySpanToDevice(accelerator, combinedSquaresEnding1);
HeuristicCombinedDivisorSquaresEnding1 = CopySpanToDevice(accelerator, stream, combinedSquaresEnding1);
var combinedEnding3 = HeuristicCombinedPrimeTester.CombinedDivisorsEnding3Span;
HeuristicCombinedDivisorsEnding3 = CopySpanToDevice(accelerator, combinedEnding3);
HeuristicCombinedDivisorsEnding3 = CopySpanToDevice(accelerator, stream, combinedEnding3);
var combinedSquaresEnding3 = HeuristicCombinedPrimeTester.CombinedDivisorsEnding3SquaresSpan;
HeuristicCombinedDivisorSquaresEnding3 = CopySpanToDevice(accelerator, combinedSquaresEnding3);
HeuristicCombinedDivisorSquaresEnding3 = CopySpanToDevice(accelerator, stream, combinedSquaresEnding3);
var combinedEnding7 = HeuristicCombinedPrimeTester.CombinedDivisorsEnding7Span;
HeuristicCombinedDivisorsEnding7 = CopySpanToDevice(accelerator, combinedEnding7);
HeuristicCombinedDivisorsEnding7 = CopySpanToDevice(accelerator, stream, combinedEnding7);
var combinedSquaresEnding7 = HeuristicCombinedPrimeTester.CombinedDivisorsEnding7SquaresSpan;
HeuristicCombinedDivisorSquaresEnding7 = CopySpanToDevice(accelerator, combinedSquaresEnding7);
HeuristicCombinedDivisorSquaresEnding7 = CopySpanToDevice(accelerator, stream, combinedSquaresEnding7);
var combinedEnding9 = HeuristicCombinedPrimeTester.CombinedDivisorsEnding9Span;
HeuristicCombinedDivisorsEnding9 = CopySpanToDevice(accelerator, combinedEnding9);
HeuristicCombinedDivisorsEnding9 = CopySpanToDevice(accelerator, stream, combinedEnding9);
var combinedSquaresEnding9 = HeuristicCombinedPrimeTester.CombinedDivisorsEnding9SquaresSpan;
HeuristicCombinedDivisorSquaresEnding9 = CopySpanToDevice(accelerator, combinedSquaresEnding9);
HeuristicCombinedDivisorSquaresEnding9 = CopySpanToDevice(accelerator, stream, combinedSquaresEnding9);
}
internal MemoryBuffer1D<uint, Stride1D.Dense> DevicePrimesDefault { get; }
@@ -666,19 +660,19 @@ public sealed class PrimeTester
}
}
private static MemoryBuffer1D<ulong, Stride1D.Dense> CopySpanToDevice(Accelerator accelerator, ReadOnlySpan<ulong> span)
private static MemoryBuffer1D<ulong, Stride1D.Dense> CopySpanToDevice(Accelerator accelerator, AcceleratorStream stream, ReadOnlySpan<ulong> span)
{
var buffer = accelerator.Allocate1D<ulong>(span.Length);
if (!span.IsEmpty)
{
ref ulong sourceRef = ref MemoryMarshal.GetReference(span);
buffer.View.CopyFromCPU(ref sourceRef, span.Length);
buffer.View.CopyFromCPU(stream, ref sourceRef, span.Length);
}
return buffer;
}
private static MemoryBuffer1D<ulong, Stride1D.Dense> CopyUintSpanToDevice(Accelerator accelerator, ReadOnlySpan<uint> span)
private static MemoryBuffer1D<ulong, Stride1D.Dense> CopyUintSpanToDevice(Accelerator accelerator, AcceleratorStream stream, ReadOnlySpan<uint> span)
{
var buffer = accelerator.Allocate1D<ulong>(span.Length);
if (!span.IsEmpty)
@@ -689,7 +683,7 @@ public sealed class PrimeTester
converted[i] = span[i];
}
buffer.View.CopyFromCPU(converted);
buffer.View.CopyFromCPU(stream, converted);
}
return buffer;
@@ -760,7 +754,8 @@ public sealed class PrimeTester
var gpu = PrimeTesterGpuContextPool.Rent();
var accelerator = gpu.Accelerator;
var stream = gpu.Stream;
var kernel = accelerator.LoadAutoGroupedStreamKernel<Index1D, ArrayView<ulong>, ArrayView<byte>>(PrimeTesterKernels.SharesFactorKernel);
var kernel = KernelUtil.GetKernel(accelerator.LoadAutoGroupedStreamKernel<Index1D, ArrayView<ulong>, ArrayView<byte>>(PrimeTesterKernels.SharesFactorKernel)).CreateLauncherDelegate<Action<AcceleratorStream, Index1D, ArrayView<ulong>, ArrayView<byte>>>();
int length = values.Length;
var inputBuffer = accelerator.Allocate1D<ulong>(length);
@@ -770,9 +765,9 @@ public sealed class PrimeTester
ulong[] temp = pool.Rent(length);
values.CopyTo(temp);
inputBuffer.View.CopyFromCPU(stream, ref temp[0], length);
kernel(length, inputBuffer.View, resultBuffer.View);
stream.Synchronize();
kernel(stream, length, inputBuffer.View, resultBuffer.View);
resultBuffer.View.CopyToCPU(stream, ref results[0], length);
stream.Synchronize();
pool.Return(temp, clearArray: false);
resultBuffer.Dispose();
inputBuffer.Dispose();