From dd2b9ca16115cd94b2da3927bd3fe2daff9544c4 Mon Sep 17 00:00:00 2001 From: adammydla Date: Thu, 20 Jun 2024 11:18:46 +0200 Subject: [PATCH 01/27] WIP: Add 2D heuristic implementation to cuFFTAdvisor --- advisor.cpp | 2 +- generalTransform.h | 5 ++ sizeOptimizer.cpp | 141 ++++++++++++++++++++++++++++++++++++++++++++- sizeOptimizer.h | 17 ++++++ utils.h | 2 +- 5 files changed, 162 insertions(+), 5 deletions(-) diff --git a/advisor.cpp b/advisor.cpp index 721e26d..148fd83 100644 --- a/advisor.cpp +++ b/advisor.cpp @@ -34,7 +34,7 @@ std::vector *Advisor::recommend( GeneralTransform tr = GeneralTransform(device, x, y, z, n, isBatched, isFloat, isForward, isInPlace, isReal); - SizeOptimizer optimizer(CudaVersion::V_8, tr, allowTransposition); + SizeOptimizer optimizer(CudaVersion::V_12, tr, allowTransposition); std::vector *result = optimizer.optimize(howMany, maxSignalInc, maxMemory, squareOnly, crop); return result; diff --git a/generalTransform.h b/generalTransform.h index 465e61e..9c1657e 100644 --- a/generalTransform.h +++ b/generalTransform.h @@ -31,6 +31,11 @@ class GeneralTransform { Tristate::Tristate isInPlace; // otherwise out-of-place Tristate::Tristate isReal; // otherwise C2C + int originalX; + int originalY; + int originalZ; + + bool swapped2D; }; } // namespace cuFFTAdvisor diff --git a/sizeOptimizer.cpp b/sizeOptimizer.cpp index 3266bc6..bda4920 100644 --- a/sizeOptimizer.cpp +++ b/sizeOptimizer.cpp @@ -48,6 +48,98 @@ std::vector *SizeOptimizer::optimize(size_t nBest, return optimizeN(&preoptimized, maxMemMB, nBest); } +void swapSizes(std::vector &in) { + in.swapped2D = true; + in.originalX = in.X; + in.originalY = in.Y; + in.X = switchedY; + in.Y = switchedX; +} + +bool swapSizes2D(GeneralTransform &in, SizeOptimizer::Polynom &x, SizeOptimizer::Polynom &y) { + int primesCountX = getNoOfPrimes(in.X); + int primesCountY = getNoOfPrimes(in.Y); + + bool divisibleBy2X = in.X % 2 == 0; + bool divisibleBy2Y = in.Y % 2 == 0; + float differenceBetweenXY = (float)std::max(in.X, in.Y) / std::min(in.X, in.Y); + int kernelCountX = x.invocations; + int kernelCountY = y.invocations; + + if (in.X <= in.Y) { + if (differenceBetweenXY <= 18) { + if (not divisibleBy2Y) { + if (primesCountY == 1) { + swapSizes(in); + } else { + in.swapped2D = false; + } + } else { + if (primesCountX == 1) { + in.swapped2D = false; + } else { + if (not divisibleBy2X) { + swapSizes(in); + } else { + in.swapped2D = false; + } + } + } + } else { + if (differenceBetweenXY <= 75000) { + if (not divisibleBy2Y) { + in.swapped2D = false; + } else { + swapSizes(in); + } + } else { + if (not divisibleBy2Y) { + in.swapped2D = false; + } else { + swapSizes(in); + } + } + } + } + else { + if (differenceBetweenXY <= 18) { + if (not divisibleBy2X) { + if (primesCountX == 1) { + in.swapped2D = false; + } else { + swapSizes(in); + } + } else { + if (primesCountY == 1) { + swapSizes(in); + } else { + if (not divisibleBy2Y) { + in.swapped2D = false; + } else { + swapSizes(in); + } + } + } + } else { + if (differenceBetweenXY <= 75000) { + if (not divisibleBy2X) { + swapSizes(in); + } else { + in.swapped2D = false; + } + } else { + if (not divisibleBy2X) { + swapSizes(in); + } else { + in.swapped2D = false; + } + } + } + } +} + + + bool SizeOptimizer::sizeSort(const Transform *l, const Transform *r) { if (l->N != r->N) return l->N > r->N; // prefer bigger batches size_t lDims = l->X * l->Y * l->Z; @@ -168,7 +260,7 @@ std::vector *SizeOptimizer::optimizeXYZ(GeneralTransform &tr, bool crop) { std::vector *polysX = generatePolys(tr.X, tr.isFloat, crop); - std::vector *polysY; + std::vector *polysY = generatePolys(tr.Y, tr.isFloat, crop); std::vector *polysZ; std::set *recPolysX = filterOptimal(polysX, crop); std::set *recPolysY; @@ -213,6 +305,7 @@ std::vector *SizeOptimizer::optimizeXYZ(GeneralTransform &tr, // we can take nbest only, as others very probably won't be faster found++; GeneralTransform t((int)x.value, (int)y.value, (int)z.value, tr); + swapSizes2D(t, x, y); result->push_back(t); } } @@ -241,6 +334,23 @@ int SizeOptimizer::getNoOfPrimes(Polynom &poly) { return counter; } +int SizeOptimizer::getNoOfPrimes(long size) { + int counter = 0; + if (size % 2 != 0) { + counter++; + } + if (size % 3 != 0) { + counter++; + } + if (size % 5 != 0) { + counter++; + } + if (size % 7 != 0) { + counter++; + } + return counter; +} + int SizeOptimizer::getInvocations(int maxPower, size_t num) { int count = 0; while (0 != num) { @@ -271,12 +381,37 @@ int SizeOptimizer::getInvocationsV8(Polynom &poly, bool isFloat) { return result; } +int SizeOptimizer::getInvocationsV12(Polynom &poly, bool isFloat) { + int result = 0; + if (isFloat) { + if (poly.value <= 5103) + { + return 1; + } + result += getInvocations(V12_RADIX_2_MAX_SP, poly.exponent2); + result += getInvocations(V12_RADIX_3_MAX_SP, poly.exponent3); + result += getInvocations(V12_RADIX_5_MAX_SP, poly.exponent5); + result += getInvocations(V12_RADIX_7_MAX_SP, poly.exponent7); + } else { + if (poly.value <= 2187) + { + return 1; + } + result += getInvocations(V12_RADIX_2_MAX_DP, poly.exponent2); + result += getInvocations(V12_RADIX_3_MAX_DP, poly.exponent3); + result += getInvocations(V12_RADIX_5_MAX_DP, poly.exponent5); + result += getInvocations(V12_RADIX_7_MAX_DP, poly.exponent7); + } + return result; +} + + int SizeOptimizer::getInvocations(Polynom &poly, bool isFloat) { switch (version) { case (CudaVersion::V_8): return getInvocationsV8(poly, isFloat); - // case (CudaVersion::V_9): - // return getInvocationsV9(poly); // FIXME implement + case (CudaVersion::V_12): + return getInvocationsV12(poly); // FIXME implement default: throw std::domain_error("Unsupported version of CUDA"); } diff --git a/sizeOptimizer.h b/sizeOptimizer.h index 2cdc536..b98ac32 100644 --- a/sizeOptimizer.h +++ b/sizeOptimizer.h @@ -56,6 +56,7 @@ class SizeOptimizer { int getInvocations(Polynom &poly, bool isFloat); int getInvocationsV8(Polynom &poly, bool isFloat); + int getInvocationsV12(Polynom &poly, bool isFloat); std::set *filterOptimal( std::vector *input, bool crop); std::vector *generatePolys(size_t num, bool isFloat, bool crop); @@ -83,14 +84,30 @@ class SizeOptimizer { const double log_5; const double log_7; + static const int V8_2D_REGULAR_MAX_SP = 0; static const int V8_RADIX_2_MAX_SP = 10; static const int V8_RADIX_3_MAX_SP = 6; static const int V8_RADIX_5_MAX_SP = 3; static const int V8_RADIX_7_MAX_SP = 3; + + + static const int V8_2D_REGULAR_MAX_DP = 0; static const int V8_RADIX_2_MAX_DP = 9; static const int V8_RADIX_3_MAX_DP = 5; static const int V8_RADIX_5_MAX_DP = 3; static const int V8_RADIX_7_MAX_DP = 3; + + static const int V12_2D_REGULAR_MAX_SP = 5103; + static const int V12_RADIX_2_MAX_SP = 11; + static const int V12_RADIX_3_MAX_SP = 7; + static const int V12_RADIX_5_MAX_SP = 4; + static const int V12_RADIX_7_MAX_SP = 3; + + static const int V12_2D_REGULAR_MAX_DP = 2187; + static const int V12_RADIX_2_MAX_DP = 11; + static const int V12_RADIX_3_MAX_DP = 6; + static const int V12_RADIX_5_MAX_DP = 5; + static const int V12_RADIX_7_MAX_DP = 4; static const Polynom UNIT; }; diff --git a/utils.h b/utils.h index db25da5..3dcd170 100644 --- a/utils.h +++ b/utils.h @@ -50,7 +50,7 @@ static inline const char *toString(Tristate t) { } // namespace Tristate namespace CudaVersion { // FIXME implement auto detection -enum CudaVersion { V_8, V_9 }; +enum CudaVersion { V_8, V_9, V_12 }; } // namespace CudaVersion static inline const char *toString(cuFFTAdvisor::Tristate::Tristate t) { From 5ecfb607322526c7e4646cb749e7bbdff6ee2150 Mon Sep 17 00:00:00 2001 From: adammydla Date: Sat, 28 Sep 2024 16:26:04 +0200 Subject: [PATCH 02/27] Add new option to disallow 2D rotation --- advisor.cpp | 12 ++++++------ advisor.h | 2 ++ inputParser.cpp | 11 +++++++++++ inputParser.h | 2 ++ main.cpp | 10 +++++++--- sizeOptimizer.cpp | 6 +++++- sizeOptimizer.h | 4 ++-- validator.cpp | 1 + validator.h | 2 +- 9 files changed, 37 insertions(+), 13 deletions(-) diff --git a/advisor.cpp b/advisor.cpp index 148fd83..db83734 100644 --- a/advisor.cpp +++ b/advisor.cpp @@ -27,16 +27,16 @@ std::vector *Advisor::recommend( Tristate::Tristate isBatched, Tristate::Tristate isFloat, Tristate::Tristate isForward, Tristate::Tristate isInPlace, Tristate::Tristate isReal, int maxSignalInc, int maxMemory, - bool allowTransposition, bool squareOnly, bool crop) { + bool disallowRotation, bool allowTransposition, bool squareOnly, bool crop) { Validator::validate(device); maxMemory = getMaxMemory(device, maxMemory); - Validator::validate(x, y, z, n, device, maxSignalInc, maxMemory, allowTransposition, squareOnly); + Validator::validate(x, y, z, n, device, maxSignalInc, maxMemory, disallowRotation, allowTransposition, squareOnly); GeneralTransform tr = GeneralTransform(device, x, y, z, n, isBatched, isFloat, isForward, isInPlace, isReal); SizeOptimizer optimizer(CudaVersion::V_12, tr, allowTransposition); std::vector *result = - optimizer.optimize(howMany, maxSignalInc, maxMemory, squareOnly, crop); + optimizer.optimize(howMany, maxSignalInc, maxMemory, disallowRotation, squareOnly, crop); return result; } @@ -45,11 +45,11 @@ std::vector *Advisor::find( Tristate::Tristate isBatched, Tristate::Tristate isFloat, Tristate::Tristate isForward, Tristate::Tristate isInPlace, Tristate::Tristate isReal, int maxSignalInc, int maxMemory, - bool allowTransposition, bool squareOnly, bool crop) { + bool disallowRotation, bool allowTransposition, bool squareOnly, bool crop) { std::vector *candidates = recommend(howMany, device, x, y, z, n, isBatched, isFloat, isForward, - isInPlace, isReal, maxSignalInc, maxMemory, allowTransposition, - squareOnly, crop); + isInPlace, isReal, maxSignalInc, maxMemory, disallowRotation, + allowTransposition, squareOnly, crop); std::vector *result = benchmark(*candidates); std::sort(result->begin(), result->end(), BenchmarkResult::execSort); delete candidates; diff --git a/advisor.h b/advisor.h index eb34ce9..57c4f58 100644 --- a/advisor.h +++ b/advisor.h @@ -25,6 +25,7 @@ class Advisor { Tristate::Tristate isInPlace = Tristate::TRUE, Tristate::Tristate isReal = Tristate::TRUE, int maxSignalInc = INT_MAX, int maxMemory = INT_MAX, + bool disallowRotation = false, bool allowTransposition = false, bool squareOnly = false, bool crop = false); @@ -37,6 +38,7 @@ class Advisor { Tristate::Tristate isInPlace = Tristate::TRUE, Tristate::Tristate isReal = Tristate::TRUE, int maxSignalInc = INT_MAX, int maxMemory = INT_MAX, + bool disallowRotation = false, bool allowTransposition = false, bool squareOnly = false, bool crop = false); diff --git a/inputParser.cpp b/inputParser.cpp index 531abce..ec24970 100644 --- a/inputParser.cpp +++ b/inputParser.cpp @@ -21,6 +21,7 @@ InputParser::InputParser(int argc, char **argv) { maxSignalInc = parseMaxSignalInc(); maxMemMB = parseMaxMemMB(); allowTransposition = parseAllowTransposition(); + disallowRotation = parseDisallowRotation(); squareOnly = parseSquareOnly(); crop = parseCrop(); } @@ -195,6 +196,16 @@ bool InputParser::parseAllowTransposition() { return false; } +bool InputParser::parseDisallowRotation() { + for (int i = 0; i < argc; i++) { + if (safeEquals(argv[i], "--disallowRotation")) { + argv[i] = NULL; + return true; + } + } + return false; +} + bool InputParser::parseSquareOnly() { for (int i = 0; i < argc; i++) { if (safeEquals(argv[i], "--squareOnly")) { diff --git a/inputParser.h b/inputParser.h index 833f79d..80b08f6 100644 --- a/inputParser.h +++ b/inputParser.h @@ -19,6 +19,7 @@ class InputParser { int maxSignalInc; int maxMemMB; bool allowTransposition; + bool disallowRotation; bool squareOnly; bool crop; Tristate::Tristate isBatched; @@ -35,6 +36,7 @@ class InputParser { int parseMaxSignalInc(); int parseMaxMemMB(); bool parseAllowTransposition(); + bool parseDisallowRotation(); bool parseSquareOnly(); bool parseCrop(); Tristate::Tristate parseIsReal(); diff --git a/main.cpp b/main.cpp index f2fcc9d..d70adf0 100644 --- a/main.cpp +++ b/main.cpp @@ -46,6 +46,9 @@ int printHelp() { "(swapping dimensions). Prohibited by default. Valid for " "'-find' only." << std::endl; + std::cout << "\t--disallowRotation : consider also rotation of X and Y axes " + "(swapping dimensions). Allowed by default." + << std::endl; std::cout << "\t--squareOnly : consider only square shapes " "(X dimension size will be used as a starting point). " "Incompatible with --allowTransposition." @@ -109,7 +112,8 @@ int parseRecommend(int argc, char **argv, int howMany) { howMany, parser.device, parser.x, parser.y, parser.z, parser.n, parser.isBatched, parser.isFloat, parser.isForward, parser.isInPlace, parser.isReal, parser.maxSignalInc, - parser.maxMemMB, parser.allowTransposition, parser.squareOnly, + parser.maxMemMB, parser.disallowRotation, + parser.allowTransposition, parser.squareOnly, parser.crop); cuFFTAdvisor::Transform::printHeader(stdout); @@ -142,8 +146,8 @@ int parseFind(int argc, char **argv, int howMany) { parser.isFloat, parser.isForward, parser.isInPlace, parser.isReal, parser.maxSignalInc, parser.maxMemMB, - parser.allowTransposition, parser.squareOnly, - parser.crop); + parser.disallowRotation, parser.allowTransposition, + parser.squareOnly, parser.crop); cuFFTAdvisor::BenchmarkResult::printHeader(stdout); std::cout << std::endl; diff --git a/sizeOptimizer.cpp b/sizeOptimizer.cpp index bda4920..7b3b4ba 100644 --- a/sizeOptimizer.cpp +++ b/sizeOptimizer.cpp @@ -36,6 +36,7 @@ SizeOptimizer::SizeOptimizer(CudaVersion::CudaVersion version, std::vector *SizeOptimizer::optimize(size_t nBest, int maxPercIncrease, int maxMemMB, + bool disallowRotation, bool squareOnly, bool crop) { std::vector preoptimized; @@ -256,6 +257,7 @@ size_t SizeOptimizer::getMinSize(GeneralTransform &tr, int maxPercDecrease, bool std::vector *SizeOptimizer::optimizeXYZ(GeneralTransform &tr, size_t nBest, int maxPercIncrease, + bool disallowRotation, bool squareOnly, bool crop) { @@ -305,7 +307,9 @@ std::vector *SizeOptimizer::optimizeXYZ(GeneralTransform &tr, // we can take nbest only, as others very probably won't be faster found++; GeneralTransform t((int)x.value, (int)y.value, (int)z.value, tr); - swapSizes2D(t, x, y); + if (!disallowRotation) { + swapSizes2D(t, x, y); + } result->push_back(t); } } diff --git a/sizeOptimizer.h b/sizeOptimizer.h index b98ac32..295975f 100644 --- a/sizeOptimizer.h +++ b/sizeOptimizer.h @@ -45,7 +45,7 @@ class SizeOptimizer { SizeOptimizer(CudaVersion::CudaVersion version, GeneralTransform &tr, bool allowTrans); std::vector *optimize(size_t nBest, int maxPercIncrease, - int maxMemMB, bool squareOnly, + int maxMemMB, bool disallowRotation, bool squareOnly, bool crop); private: @@ -61,7 +61,7 @@ class SizeOptimizer { std::vector *input, bool crop); std::vector *generatePolys(size_t num, bool isFloat, bool crop); std::vector *optimizeXYZ(GeneralTransform &tr, size_t nBest, - int maxPercIncrease, bool squareOnly, + int maxPercIncrease, bool disallowRotation, bool squareOnly, bool crop); std::vector *optimizeN( std::vector *transforms, size_t maxMem, size_t nBest); diff --git a/validator.cpp b/validator.cpp index 75bd53a..3390562 100644 --- a/validator.cpp +++ b/validator.cpp @@ -4,6 +4,7 @@ namespace cuFFTAdvisor { void Validator::validate(int x, int y, int z, int n, int device, int maxSignalInc, int maxMemMB, + bool disallowRotation, bool allowTrans, bool squareOnly) { validate(x, y, z, n, device); diff --git a/validator.h b/validator.h index 7d5ef76..2f9793f 100644 --- a/validator.h +++ b/validator.h @@ -11,7 +11,7 @@ class Validator { public: static void validate(int x, int y, int z, int n, int device); static void validate(int x, int y, int z, int n, int device, int maxSignalInc, - int maxMemMB, bool allowTrans, bool squareOnly); + int maxMemMB, bool disallowRotation, bool allowTrans, bool squareOnly); static void validate(int device); }; From 13d032aa2715db7809207fd790e131b90e5cf15e Mon Sep 17 00:00:00 2001 From: adammydla Date: Sat, 28 Sep 2024 16:36:57 +0200 Subject: [PATCH 03/27] Fix not using correct method definition syntax --- sizeOptimizer.cpp | 18 ++++++++++-------- sizeOptimizer.h | 5 +++++ 2 files changed, 15 insertions(+), 8 deletions(-) diff --git a/sizeOptimizer.cpp b/sizeOptimizer.cpp index 7b3b4ba..eb4c460 100644 --- a/sizeOptimizer.cpp +++ b/sizeOptimizer.cpp @@ -49,15 +49,15 @@ std::vector *SizeOptimizer::optimize(size_t nBest, return optimizeN(&preoptimized, maxMemMB, nBest); } -void swapSizes(std::vector &in) { - in.swapped2D = true; - in.originalX = in.X; - in.originalY = in.Y; - in.X = switchedY; - in.Y = switchedX; +void SizeOptimizer::swapSizes(GeneralTransform &in) { + in.swapped2D = true; + in.originalX = in.X; + in.originalY = in.Y; + in.X = in.originalY; + in.Y = in.originalX; } -bool swapSizes2D(GeneralTransform &in, SizeOptimizer::Polynom &x, SizeOptimizer::Polynom &y) { +bool SizeOptimizer::swapSizes2D(GeneralTransform &in, const Polynom &x, const Polynom &y) { int primesCountX = getNoOfPrimes(in.X); int primesCountY = getNoOfPrimes(in.Y); @@ -137,6 +137,8 @@ bool swapSizes2D(GeneralTransform &in, SizeOptimizer::Polynom &x, SizeOptimizer: } } } + + return true; } @@ -415,7 +417,7 @@ int SizeOptimizer::getInvocations(Polynom &poly, bool isFloat) { case (CudaVersion::V_8): return getInvocationsV8(poly, isFloat); case (CudaVersion::V_12): - return getInvocationsV12(poly); // FIXME implement + return getInvocationsV12(poly, isFloat); default: throw std::domain_error("Unsupported version of CUDA"); } diff --git a/sizeOptimizer.h b/sizeOptimizer.h index 295975f..1a65fb7 100644 --- a/sizeOptimizer.h +++ b/sizeOptimizer.h @@ -50,7 +50,12 @@ class SizeOptimizer { private: int getNoOfPrimes(Polynom &poly); + int getNoOfPrimes(long size); int getInvocations(int maxPower, size_t num); + + void swapSizes(GeneralTransform &in); + bool swapSizes2D(GeneralTransform &in, const Polynom &x, const Polynom &y); + std::vector *> optimize(GeneralTransform &tr, size_t nBest, int maxPercIncrease); From c840a0377a323b7a9c081d1f19e8cef1d029d112 Mon Sep 17 00:00:00 2001 From: Adam Mydla <514329@mail.muni.cz> Date: Sat, 28 Sep 2024 16:45:35 +0200 Subject: [PATCH 04/27] Fix not using correct arguments in optimizeXYZ call --- sizeOptimizer.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sizeOptimizer.cpp b/sizeOptimizer.cpp index eb4c460..2eabc48 100644 --- a/sizeOptimizer.cpp +++ b/sizeOptimizer.cpp @@ -42,7 +42,7 @@ std::vector *SizeOptimizer::optimize(size_t nBest, std::vector preoptimized; for (auto in : input) { std::vector *tmp = - optimizeXYZ(in, nBest, maxPercIncrease, squareOnly, crop); + optimizeXYZ(in, nBest, maxPercIncrease, disallowRotation, squareOnly, crop); preoptimized.insert(preoptimized.end(), tmp->begin(), tmp->end()); delete tmp; } From 416f06001e7ec897e03cf6f2b23d8b9c54865755 Mon Sep 17 00:00:00 2001 From: adammydla Date: Tue, 19 Nov 2024 23:18:33 +0100 Subject: [PATCH 05/27] Add exponent 11 to sizeOptimizer --- sizeOptimizer.cpp | 55 +++++++++++++++++++++++++++++++---------------- sizeOptimizer.h | 8 +++++-- 2 files changed, 43 insertions(+), 20 deletions(-) diff --git a/sizeOptimizer.cpp b/sizeOptimizer.cpp index eb4c460..261689f 100644 --- a/sizeOptimizer.cpp +++ b/sizeOptimizer.cpp @@ -11,7 +11,8 @@ SizeOptimizer::SizeOptimizer(CudaVersion::CudaVersion version, log_2(1.0 / std::log(2)), log_3(1.0 / std::log(3)), log_5(1.0 / std::log(5)), - log_7(1.0 / std::log(7)) { + log_7(1.0 / std::log(7)), + log_11(1.0 / std::log(11)) { if (Tristate::BOTH == tr.isFloat) { // if user is not sure if they needs double, then they doesn't need it tr.isFloat = Tristate::TRUE; @@ -337,6 +338,7 @@ int SizeOptimizer::getNoOfPrimes(Polynom &poly) { if (poly.exponent3 != 0) counter++; if (poly.exponent5 != 0) counter++; if (poly.exponent7 != 0) counter++; + if (poly.exponent11 != 0) counter++; return counter; } @@ -354,6 +356,9 @@ int SizeOptimizer::getNoOfPrimes(long size) { if (size % 7 != 0) { counter++; } + if (size % 11 != 0) { + counter++; + } return counter; } @@ -390,7 +395,7 @@ int SizeOptimizer::getInvocationsV8(Polynom &poly, bool isFloat) { int SizeOptimizer::getInvocationsV12(Polynom &poly, bool isFloat) { int result = 0; if (isFloat) { - if (poly.value <= 5103) + if (poly.value <= V12_REGULAR_MAX_SP) { return 1; } @@ -398,8 +403,9 @@ int SizeOptimizer::getInvocationsV12(Polynom &poly, bool isFloat) { result += getInvocations(V12_RADIX_3_MAX_SP, poly.exponent3); result += getInvocations(V12_RADIX_5_MAX_SP, poly.exponent5); result += getInvocations(V12_RADIX_7_MAX_SP, poly.exponent7); + result += getInvocations(V12_RADIX_11_MAX_SP, poly.exponent11); } else { - if (poly.value <= 2187) + if (poly.value <= V12_REGULAR_MAX_DP) { return 1; } @@ -407,6 +413,7 @@ int SizeOptimizer::getInvocationsV12(Polynom &poly, bool isFloat) { result += getInvocations(V12_RADIX_3_MAX_DP, poly.exponent3); result += getInvocations(V12_RADIX_5_MAX_DP, poly.exponent5); result += getInvocations(V12_RADIX_7_MAX_DP, poly.exponent7); + result += getInvocations(V12_RADIX_11_MAX_DP, poly.exponent11); } return result; } @@ -431,25 +438,37 @@ std::vector *SizeOptimizer::generatePolys( size_t maxPow3 = std::ceil(std::log(max) * log_3); size_t maxPow5 = std::ceil(std::log(max) * log_5); size_t maxPow7 = std::ceil(std::log(max) * log_7); + size_t maxPow11 = std::ceil(std::log(max) * log_11); - for (size_t a = 1; a <= maxPow2; a++) { // we want at least one multiple of two + for (size_t a = 0; a <= maxPow2; a++) { // we want at least one multiple of two for (size_t b = 0; b <= maxPow3; b++) { for (size_t c = 0; c <= maxPow5; c++) { for (size_t d = 0; d <= maxPow7; d++) { - size_t value = std::pow(2, a) * std::pow(3, b) - * std::pow(5, c) * std::pow(7, d); - bool incCond = !crop && ((value >= num) && (value <= max)); - bool decrCond = crop && (value <= num); - if (incCond || decrCond) { - Polynom p; - p.value = value; - p.exponent2 = a; - p.exponent3 = b; - p.exponent5 = c; - p.exponent7 = d; - p.invocations = getInvocations(p, isFloat); - p.noOfPrimes = getNoOfPrimes(p); - result->push_back(p); + for (size_t e = 0; d <= maxPow11; d++) { + size_t value = std::pow(2, a) * std::pow(3, b) + * std::pow(5, c) * std::pow(7, d) + * std::pow(11, e); + + if (a == 0) { + if ((isFloat && value > V12_REGULAR_MAX_SP) || (!isFloat && value > V12_REGULAR_MAX_DP)) { + continue; + } + } + + bool incCond = !crop && ((value >= num) && (value <= max)); + bool decrCond = crop && (value <= num); + if (incCond || decrCond) { + Polynom p; + p.value = value; + p.exponent2 = a; + p.exponent3 = b; + p.exponent5 = c; + p.exponent7 = d; + p.exponent11 = e; + p.invocations = getInvocations(p, isFloat); + p.noOfPrimes = getNoOfPrimes(p); + result->push_back(p); + } } } } diff --git a/sizeOptimizer.h b/sizeOptimizer.h index 1a65fb7..7151711 100644 --- a/sizeOptimizer.h +++ b/sizeOptimizer.h @@ -22,6 +22,7 @@ class SizeOptimizer { size_t exponent3; size_t exponent5; size_t exponent7; + size_t exponent11; }; struct valueComparator { @@ -88,6 +89,7 @@ class SizeOptimizer { const double log_3; const double log_5; const double log_7; + const double log_11 static const int V8_2D_REGULAR_MAX_SP = 0; static const int V8_RADIX_2_MAX_SP = 10; @@ -102,17 +104,19 @@ class SizeOptimizer { static const int V8_RADIX_5_MAX_DP = 3; static const int V8_RADIX_7_MAX_DP = 3; - static const int V12_2D_REGULAR_MAX_SP = 5103; + static const int V12_REGULAR_MAX_SP = 5103; static const int V12_RADIX_2_MAX_SP = 11; static const int V12_RADIX_3_MAX_SP = 7; static const int V12_RADIX_5_MAX_SP = 4; static const int V12_RADIX_7_MAX_SP = 3; + static const int V12_RADIX_11_MAX_SP = 3; - static const int V12_2D_REGULAR_MAX_DP = 2187; + static const int V12_REGULAR_MAX_DP = 2187; static const int V12_RADIX_2_MAX_DP = 11; static const int V12_RADIX_3_MAX_DP = 6; static const int V12_RADIX_5_MAX_DP = 5; static const int V12_RADIX_7_MAX_DP = 4; + static const int V12_RADIX_11_MAX_DP = 4; static const Polynom UNIT; }; From 654681c6f3b01a42d43c8f825eb4c4a807c67b2d Mon Sep 17 00:00:00 2001 From: adammydla Date: Wed, 20 Nov 2024 01:02:09 +0100 Subject: [PATCH 06/27] Fix bugs in sizeOptimizer --- sizeOptimizer.cpp | 6 +++--- sizeOptimizer.h | 4 ++-- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/sizeOptimizer.cpp b/sizeOptimizer.cpp index 87c88fd..497ec47 100644 --- a/sizeOptimizer.cpp +++ b/sizeOptimizer.cpp @@ -149,9 +149,9 @@ bool SizeOptimizer::sizeSort(const Transform *l, const Transform *r) { size_t lDims = l->X * l->Y * l->Z; size_t rDims = r->X * r->Y * r->Z; if (lDims != rDims) return lDims < rDims; - if (l->Z != r->Z) return l->Z < r->Z; + if (l->X != r->X) return l->X < r->X; if (l->Y != r->Y) return l->Y < r->Y; - return l->X < r->X; + return l->Z < r->Z; } bool SizeOptimizer::perfSort(const Transform *l, const Transform *r) { @@ -444,7 +444,7 @@ std::vector *SizeOptimizer::generatePolys( for (size_t b = 0; b <= maxPow3; b++) { for (size_t c = 0; c <= maxPow5; c++) { for (size_t d = 0; d <= maxPow7; d++) { - for (size_t e = 0; d <= maxPow11; d++) { + for (size_t e = 0; e <= maxPow11; e++) { size_t value = std::pow(2, a) * std::pow(3, b) * std::pow(5, c) * std::pow(7, d) * std::pow(11, e); diff --git a/sizeOptimizer.h b/sizeOptimizer.h index 7151711..53609b3 100644 --- a/sizeOptimizer.h +++ b/sizeOptimizer.h @@ -89,7 +89,7 @@ class SizeOptimizer { const double log_3; const double log_5; const double log_7; - const double log_11 + const double log_11; static const int V8_2D_REGULAR_MAX_SP = 0; static const int V8_RADIX_2_MAX_SP = 10; @@ -116,7 +116,7 @@ class SizeOptimizer { static const int V12_RADIX_3_MAX_DP = 6; static const int V12_RADIX_5_MAX_DP = 5; static const int V12_RADIX_7_MAX_DP = 4; - static const int V12_RADIX_11_MAX_DP = 4; + static const int V12_RADIX_11_MAX_DP = 3; static const Polynom UNIT; }; From 376ae7f5c261d462072c5c331f13d463f7dcfa4b Mon Sep 17 00:00:00 2001 From: Adam Mydla <514329@mail.muni.cz> Date: Wed, 20 Nov 2024 22:13:44 +0100 Subject: [PATCH 07/27] Fix incorrect results in first benchmark test --- advisor.cpp | 3 +++ 1 file changed, 3 insertions(+) diff --git a/advisor.cpp b/advisor.cpp index db83734..33c9987 100644 --- a/advisor.cpp +++ b/advisor.cpp @@ -61,6 +61,9 @@ std::vector *Advisor::benchmark( std::vector *results = new std::vector(); int size = transforms.size(); + + Benchmarker::benchmark(transforms.at(0)); + for (int i = 0; i < size; i++) { results->push_back(Benchmarker::benchmark(transforms.at(i))); } From 31a6665a3a0cd7a1a49afffa012a3472dc87d64b Mon Sep 17 00:00:00 2001 From: adammydla Date: Fri, 22 Nov 2024 23:53:33 +0100 Subject: [PATCH 08/27] Recreate2D rotation heuristic --- sizeOptimizer.cpp | 86 +++++++++++++++++++++++++++++++++++++++++++---- 1 file changed, 79 insertions(+), 7 deletions(-) diff --git a/sizeOptimizer.cpp b/sizeOptimizer.cpp index 497ec47..7b65df3 100644 --- a/sizeOptimizer.cpp +++ b/sizeOptimizer.cpp @@ -59,15 +59,16 @@ void SizeOptimizer::swapSizes(GeneralTransform &in) { } bool SizeOptimizer::swapSizes2D(GeneralTransform &in, const Polynom &x, const Polynom &y) { - int primesCountX = getNoOfPrimes(in.X); - int primesCountY = getNoOfPrimes(in.Y); + int primesCountX = getNoOfPrimes(in.X); + int primesCountY = getNoOfPrimes(in.Y); - bool divisibleBy2X = in.X % 2 == 0; - bool divisibleBy2Y = in.Y % 2 == 0; - float differenceBetweenXY = (float)std::max(in.X, in.Y) / std::min(in.X, in.Y); - int kernelCountX = x.invocations; - int kernelCountY = y.invocations; + bool divisibleBy2X = in.X % 2 == 0; + bool divisibleBy2Y = in.Y % 2 == 0; + float differenceBetweenXY = (float)std::max(in.X, in.Y) / std::min(in.X, in.Y); + int kernelCountX = x.invocations; + int kernelCountY = y.invocations; + /* if (in.X <= in.Y) { if (differenceBetweenXY <= 18) { if (not divisibleBy2Y) { @@ -138,6 +139,77 @@ bool SizeOptimizer::swapSizes2D(GeneralTransform &in, const Polynom &x, const Po } } } + */ + if (!divisibleBy2X) { + if (kernelCountX <= 1.5) { + if (in.X <= in.Y) { + if (!divisibleBy2Y) { + in.swapped2D = false; + } else { + if (differenceBetweenXY <= 35) { + swapSizes(in); + } else { + in.swapped2D = false; + } + } + } else { + swapSizes(in); + } + } else { + swapSizes(in); + } + } else { + if (kernelCountY <= 1.5) { + if (kernelCountX <= 1.5) { + if (!divisibleBy2Y) { + if (primesCountY <= 1.5) { + swapSizes(in); + } else { + in.swapped2D = false; + } + } else { + in.swapped2D = false; + } + } else { + if (primesCountY <= 1.5) { + if (differenceBetweenXY <= 35000) { + in.swapped2D = false; + } else { + swapSizes(in); + } + } else { + if (!divisibleBy2Y) { + if (differenceBetweenXY <= 10) { + in.swapped2D = false; + } else { + swapSizes(in); + } + } else { + swapSizes(in); + } + } + } + } else { + if (primesCountX <= 1.5) { + if (primesCountY <= 2.5) { + in.swapped2D = false; + } else { + if (kernelCountY <= 3.5) { + if (differenceBetweenXY <= 100000) { + in.swapped2D = false; + } else { + swapSizes(in); + } + } else { + swapSizes(in); + } + } + } else { + in.swapped2D = false; + } + } + } + return true; } From f2aa4198b48574594a77762b613102afce5c8973 Mon Sep 17 00:00:00 2001 From: adammydla Date: Sat, 23 Nov 2024 20:28:17 +0100 Subject: [PATCH 09/27] Add kernel count to size sorter --- generalTransform.cpp | 17 +++++++++++++++++ generalTransform.h | 5 +++++ sizeOptimizer.cpp | 29 ++++++++++++++++++++++++----- transform.h | 4 ++++ 4 files changed, 50 insertions(+), 5 deletions(-) diff --git a/generalTransform.cpp b/generalTransform.cpp index ee47051..446662a 100644 --- a/generalTransform.cpp +++ b/generalTransform.cpp @@ -32,6 +32,23 @@ GeneralTransform::GeneralTransform(int X, int Y, int Z, isInPlace(tr.isInPlace), isReal(tr.isReal) {} +GeneralTransform::GeneralTransform(int X, int Y, int Z, + int kernelInvocationX, int kernelInvocationY, int kernelInvocationZ, + const GeneralTransform &tr) + : device(tr.device), + X(X), + Y(Y), + Z(Z), + N(tr.N), + isBatched(tr.isBatched), + isFloat(tr.isFloat), + isForward(tr.isForward), + isInPlace(tr.isInPlace), + isReal(tr.isReal), + kernelInvocationX(tr.kernelInvocationX), + kernelInvocationY(tr.kernelInvocationY), + kernelInvocationZ(tr.kernelInvocationZ) {} + GeneralTransform::GeneralTransform(const GeneralTransform &tr) { *this = tr; } GeneralTransform &GeneralTransform::operator=(const GeneralTransform &tr) { diff --git a/generalTransform.h b/generalTransform.h index 9c1657e..c6c08f7 100644 --- a/generalTransform.h +++ b/generalTransform.h @@ -13,6 +13,7 @@ class GeneralTransform { Tristate::Tristate isReal); GeneralTransform(int X, int Y, int Z, const GeneralTransform &tr); + GeneralTransform(int X, int Y, int Z, int kernelInvocationX, int kernelInvocationY, int kernelInvocationZ, const GeneralTransform &tr); GeneralTransform(const GeneralTransform &tr); GeneralTransform &operator=(const GeneralTransform &tr); @@ -35,6 +36,10 @@ class GeneralTransform { int originalY; int originalZ; + int kernelInvocationX; + int kernelInvocationY; + int kernelInvocationZ; + bool swapped2D; }; diff --git a/sizeOptimizer.cpp b/sizeOptimizer.cpp index 7b65df3..e60b74c 100644 --- a/sizeOptimizer.cpp +++ b/sizeOptimizer.cpp @@ -3,7 +3,7 @@ namespace cuFFTAdvisor { const struct SizeOptimizer::Polynom SizeOptimizer::UNIT = { - .value = 1, 0, 0, 0, 0, 0, 0}; + .value = 1, 0, 0, 0, 0, 0, 0, 0}; SizeOptimizer::SizeOptimizer(CudaVersion::CudaVersion version, GeneralTransform &tr, bool allowTrans) @@ -218,8 +218,18 @@ bool SizeOptimizer::swapSizes2D(GeneralTransform &in, const Polynom &x, const Po bool SizeOptimizer::sizeSort(const Transform *l, const Transform *r) { if (l->N != r->N) return l->N > r->N; // prefer bigger batches + + int lKernelCount = l->kernelInvocationX + l->kernelInvocationY + l->kernelInvocationZ; + int rKernelCount = r->kernelInvocationX + r->kernelInvocationY + r->kernelInvocationZ; + size_t lDims = l->X * l->Y * l->Z; size_t rDims = r->X * r->Y * r->Z; + + if (lKernelCount != rKernelCount) return lKernelCount < rKernelCount; + if (l->kernelInvocationX != r->kernelInvocationX) return l->kernelInvocationX < r->kernelInvocationX; + if (l->kernelInvocationY != r->kernelInvocationY) return l->kernelInvocationY < r->kernelInvocationY; + if (l->kernelInvocationZ != r->kernelInvocationZ) return l->kernelInvocationZ < r->kernelInvocationZ; + if (lDims != rDims) return lDims < rDims; if (l->X != r->X) return l->X < r->X; if (l->Y != r->Y) return l->Y < r->Y; @@ -245,6 +255,7 @@ bool SizeOptimizer::perfSort(const Transform *l, const Transform *r) { std::vector *SizeOptimizer::optimizeN( std::vector *transforms, size_t maxMem, size_t nBest) { std::vector *result = new std::vector(); + for (auto& gt : *transforms) { if (Tristate::isNot(gt.isBatched)) { collapse(gt, false, gt.N, maxMem, result); @@ -253,6 +264,7 @@ std::vector *SizeOptimizer::optimizeN( collapseBatched(gt, maxMem, result); } } + std::sort(result->begin(), result->end(), perfSort); while (result->size() > nBest) { delete result->back(); @@ -301,6 +313,11 @@ bool SizeOptimizer::collapse(GeneralTransform >, bool isBatched, size_t N, size_t planSize = std::max(r.planSizeEstimateB, r.planSizeEstimate2B); size_t totalSizeBytes = r.transform->dataSizeB + planSize; size_t totalMB = std::ceil(toMB(totalSizeBytes)); + + t->kernelInvocationX = gt.kernelInvocationX; + t->kernelInvocationY = gt.kernelInvocationY; + t->kernelInvocationZ = gt.kernelInvocationZ; + if (totalMB <= maxMemMB) { result->push_back(t); updated = true; @@ -337,7 +354,7 @@ std::vector *SizeOptimizer::optimizeXYZ(GeneralTransform &tr, bool crop) { std::vector *polysX = generatePolys(tr.X, tr.isFloat, crop); - std::vector *polysY = generatePolys(tr.Y, tr.isFloat, crop); + std::vector *polysY; std::vector *polysZ; std::set *recPolysX = filterOptimal(polysX, crop); std::set *recPolysY; @@ -381,8 +398,8 @@ std::vector *SizeOptimizer::optimizeXYZ(GeneralTransform &tr, if ((found < nBest) && (xyz >= minSize) && (xyz <= maxSize)) { // we can take nbest only, as others very probably won't be faster found++; - GeneralTransform t((int)x.value, (int)y.value, (int)z.value, tr); - if (!disallowRotation) { + GeneralTransform t((int)x.value, (int)y.value, (int)z.value, x.invocations, y.invocations, z.invocations, tr); + if (!disallowRotation && t.Y != 1) { swapSizes2D(t, x, y); } result->push_back(t); @@ -435,6 +452,8 @@ int SizeOptimizer::getNoOfPrimes(long size) { } int SizeOptimizer::getInvocations(int maxPower, size_t num) { + //return num % maxPower + (num % maxPower != 0 ? 1 : 0); + int count = 0; while (0 != num) { for (size_t p = maxPower; p > 0; p--) { @@ -581,7 +600,7 @@ std::set for (size_t i = 0; i < size; i++) { Polynom &tmp = input->at(i); if ((tmp.invocations <= (minInv.invocations + 2)) && - (tmp.noOfPrimes <= 4)) { + (tmp.noOfPrimes <= 5)) { result->insert(tmp); } } diff --git a/transform.h b/transform.h index 4497f1d..73671bd 100644 --- a/transform.h +++ b/transform.h @@ -47,6 +47,10 @@ class Transform { bool isFloat; // otherwise double bool isForward; // otherwise inverse + int kernelInvocationX; + int kernelInvocationY; + int kernelInvocationZ; + // derived Rank rank; size_t elems; // of the transform // FIXME remove From ef86e4ddc762e23be17e60982d5d2475f96c7c04 Mon Sep 17 00:00:00 2001 From: Adam Mydla <514329@mail.muni.cz> Date: Sun, 24 Nov 2024 10:40:45 +0100 Subject: [PATCH 10/27] Fix bugs in kernel count in Transform and GeneralTransform class --- generalTransform.cpp | 20 +++--------------- generalTransform.h | 1 - sizeOptimizer.cpp | 17 +++++++++------ transform.h | 8 +++++-- transformGenerator.cpp | 48 +++++++++++++++++++++++++++++++++--------- transformGenerator.h | 11 ++++++++++ 6 files changed, 68 insertions(+), 37 deletions(-) diff --git a/generalTransform.cpp b/generalTransform.cpp index 446662a..862a827 100644 --- a/generalTransform.cpp +++ b/generalTransform.cpp @@ -32,23 +32,6 @@ GeneralTransform::GeneralTransform(int X, int Y, int Z, isInPlace(tr.isInPlace), isReal(tr.isReal) {} -GeneralTransform::GeneralTransform(int X, int Y, int Z, - int kernelInvocationX, int kernelInvocationY, int kernelInvocationZ, - const GeneralTransform &tr) - : device(tr.device), - X(X), - Y(Y), - Z(Z), - N(tr.N), - isBatched(tr.isBatched), - isFloat(tr.isFloat), - isForward(tr.isForward), - isInPlace(tr.isInPlace), - isReal(tr.isReal), - kernelInvocationX(tr.kernelInvocationX), - kernelInvocationY(tr.kernelInvocationY), - kernelInvocationZ(tr.kernelInvocationZ) {} - GeneralTransform::GeneralTransform(const GeneralTransform &tr) { *this = tr; } GeneralTransform &GeneralTransform::operator=(const GeneralTransform &tr) { @@ -63,6 +46,9 @@ GeneralTransform &GeneralTransform::operator=(const GeneralTransform &tr) { this->isForward = tr.isForward; this->isInPlace = tr.isInPlace; this->isReal = tr.isReal; + this->kernelInvocationX = tr.kernelInvocationX; + this->kernelInvocationY = tr.kernelInvocationY; + this->kernelInvocationZ = tr.kernelInvocationZ; } return *this; } diff --git a/generalTransform.h b/generalTransform.h index c6c08f7..1b6270f 100644 --- a/generalTransform.h +++ b/generalTransform.h @@ -13,7 +13,6 @@ class GeneralTransform { Tristate::Tristate isReal); GeneralTransform(int X, int Y, int Z, const GeneralTransform &tr); - GeneralTransform(int X, int Y, int Z, int kernelInvocationX, int kernelInvocationY, int kernelInvocationZ, const GeneralTransform &tr); GeneralTransform(const GeneralTransform &tr); GeneralTransform &operator=(const GeneralTransform &tr); diff --git a/sizeOptimizer.cpp b/sizeOptimizer.cpp index e60b74c..deff3e8 100644 --- a/sizeOptimizer.cpp +++ b/sizeOptimizer.cpp @@ -43,7 +43,7 @@ std::vector *SizeOptimizer::optimize(size_t nBest, std::vector preoptimized; for (auto in : input) { std::vector *tmp = - optimizeXYZ(in, nBest, maxPercIncrease, disallowRotation, squareOnly, crop); + optimizeXYZ(in, nBest + 20, maxPercIncrease, disallowRotation, squareOnly, crop); preoptimized.insert(preoptimized.end(), tmp->begin(), tmp->end()); delete tmp; } @@ -303,7 +303,8 @@ bool SizeOptimizer::collapse(GeneralTransform >, bool isBatched, size_t N, std::vector transforms; TransformGenerator::generate(gt.device, gt.X, gt.Y, gt.Z, N, isBatched, gt.isFloat, gt.isForward, gt.isInPlace, - gt.isReal, transforms); + gt.isReal, gt.kernelInvocationX, gt.kernelInvocationY, + gt.kernelInvocationZ, transforms); size_t noOfTransforms = transforms.size(); for (size_t i = 0; i < noOfTransforms; i++) { @@ -314,10 +315,6 @@ bool SizeOptimizer::collapse(GeneralTransform >, bool isBatched, size_t N, size_t totalSizeBytes = r.transform->dataSizeB + planSize; size_t totalMB = std::ceil(toMB(totalSizeBytes)); - t->kernelInvocationX = gt.kernelInvocationX; - t->kernelInvocationY = gt.kernelInvocationY; - t->kernelInvocationZ = gt.kernelInvocationZ; - if (totalMB <= maxMemMB) { result->push_back(t); updated = true; @@ -398,10 +395,16 @@ std::vector *SizeOptimizer::optimizeXYZ(GeneralTransform &tr, if ((found < nBest) && (xyz >= minSize) && (xyz <= maxSize)) { // we can take nbest only, as others very probably won't be faster found++; - GeneralTransform t((int)x.value, (int)y.value, (int)z.value, x.invocations, y.invocations, z.invocations, tr); + GeneralTransform t((int)x.value, (int)y.value, (int)z.value, tr); + if (!disallowRotation && t.Y != 1) { swapSizes2D(t, x, y); } + + t.kernelInvocationX = x.invocations; + t.kernelInvocationY = y.invocations; + t.kernelInvocationZ = z.invocations; + result->push_back(t); } } diff --git a/transform.h b/transform.h index 73671bd..66c0ab8 100644 --- a/transform.h +++ b/transform.h @@ -16,7 +16,8 @@ class Transform { enum Rank { RANK_1D = 1, RANK_2D = 2, RANK_3D = 3 }; Transform(int device, int X, int Y, int Z, int N, bool isBatched, - bool isFloat, bool isForward, bool isInPlace, bool isReal) + bool isFloat, bool isForward, bool isInPlace, bool isReal, + int kernelInvocationX, int kernelInvocationY, int kernelInvocationZ) : device(device), X(X), Y(Y), @@ -26,7 +27,10 @@ class Transform { isInPlace(isInPlace), isReal(isReal), isFloat(isFloat), - isForward(isForward) { + isForward(isForward), + kernelInvocationX(kernelInvocationX), + kernelInvocationY(kernelInvocationY), + kernelInvocationZ(kernelInvocationZ) { // preserve order of these methods! setRankInfo(); setTypeInfo(); diff --git a/transformGenerator.cpp b/transformGenerator.cpp index 73d64fb..71c4c36 100644 --- a/transformGenerator.cpp +++ b/transformGenerator.cpp @@ -5,14 +5,19 @@ namespace cuFFTAdvisor { void TransformGenerator::generate(int device, int x, int y, int z, int n, bool isBatched, bool isFloat, bool isForward, bool isInPlace, Tristate::Tristate isReal, + int kernelInvocationX, + int kernelInvocationY, + int kernelInvocationZ, std::vector &result) { if (Tristate::FALSE != isReal) { result.push_back(new Transform(device, x, y, z, n, isBatched, isFloat, - isForward, isInPlace, true)); + isForward, isInPlace, true, + kernelInvocationX, kernelInvocationY, kernelInvocationZ)); } if (Tristate::TRUE != isReal) { result.push_back(new Transform(device, x, y, z, n, isBatched, isFloat, - isForward, isInPlace, false)); + isForward, isInPlace, false, + kernelInvocationX, kernelInvocationY, kernelInvocationZ)); } } @@ -20,14 +25,17 @@ void TransformGenerator::generate(int device, int x, int y, int z, int n, bool isBatched, bool isFloat, bool isForward, Tristate::Tristate isInPlace, Tristate::Tristate isReal, + int kernelInvocationX, + int kernelInvocationY, + int kernelInvocationZ, std::vector &result) { if (Tristate::FALSE != isInPlace) { generate(device, x, y, z, n, isBatched, isFloat, isForward, true, isReal, - result); + kernelInvocationX, kernelInvocationY, kernelInvocationZ, result); } if (Tristate::TRUE != isInPlace) { generate(device, x, y, z, n, isBatched, isFloat, isForward, false, isReal, - result); + kernelInvocationX, kernelInvocationY, kernelInvocationZ, result); } } @@ -36,14 +44,17 @@ void TransformGenerator::generate(int device, int x, int y, int z, int n, Tristate::Tristate isForward, Tristate::Tristate isInPlace, Tristate::Tristate isReal, + int kernelInvocationX, + int kernelInvocationY, + int kernelInvocationZ, std::vector &result) { if (Tristate::FALSE != isForward) { generate(device, x, y, z, n, isBatched, isFloat, true, isInPlace, isReal, - result); + kernelInvocationX, kernelInvocationY, kernelInvocationZ, result); } if (Tristate::TRUE != isForward) { generate(device, x, y, z, n, isBatched, isFloat, false, isInPlace, isReal, - result); + kernelInvocationX, kernelInvocationY, kernelInvocationZ, result); } } @@ -52,14 +63,17 @@ void TransformGenerator::generate(int device, int x, int y, int z, int n, Tristate::Tristate isForward, Tristate::Tristate isInPlace, Tristate::Tristate isReal, + int kernelInvocationX, + int kernelInvocationY, + int kernelInvocationZ, std::vector &result) { if (Tristate::FALSE != isFloat) { generate(device, x, y, z, n, isBatched, true, isForward, isInPlace, isReal, - result); + kernelInvocationX, kernelInvocationY, kernelInvocationZ, result); } if (Tristate::TRUE != isFloat) { generate(device, x, y, z, n, isBatched, false, isForward, isInPlace, isReal, - result); + kernelInvocationX, kernelInvocationY, kernelInvocationZ, result); } } @@ -69,17 +83,31 @@ void TransformGenerator::generate(int device, int x, int y, int z, int n, Tristate::Tristate isForward, Tristate::Tristate isInPlace, Tristate::Tristate isReal, + int kernelInvocationX, + int kernelInvocationY, + int kernelInvocationZ, std::vector &result) { if (Tristate::FALSE != isBatched) { generate(device, x, y, z, n, true, isFloat, isForward, isInPlace, isReal, - result); + kernelInvocationX, kernelInvocationY, kernelInvocationZ, result); } if (Tristate::TRUE != isBatched) { generate(device, x, y, z, n, false, isFloat, isForward, isInPlace, isReal, - result); + kernelInvocationX, kernelInvocationY, kernelInvocationZ, result); } } +void TransformGenerator::generate(int device, int x, int y, int z, int n, + Tristate::Tristate isBatched, + Tristate::Tristate isFloat, + Tristate::Tristate isForward, + Tristate::Tristate isInPlace, + Tristate::Tristate isReal, + std::vector &result) { + generate(device, x, y, z, n, isBatched, isFloat, isForward, isInPlace, isReal, + 0, 0, 0, result); +} + void TransformGenerator::transpose(GeneralTransform &tr, std::vector &result) { std::set, TransposeComp> candidates; diff --git a/transformGenerator.h b/transformGenerator.h index 14ff42e..7cf9f40 100644 --- a/transformGenerator.h +++ b/transformGenerator.h @@ -16,24 +16,35 @@ class TransformGenerator { Tristate::Tristate isInPlace, Tristate::Tristate isReal, std::vector &result); + static void generate(int device, int x, int y, int z, int n, + Tristate::Tristate isBatched, Tristate::Tristate isFloat, + Tristate::Tristate isForward, + Tristate::Tristate isInPlace, Tristate::Tristate isReal, + int kernelInvocationX, int kernelInvocationY, int kernelInvocationZ, + std::vector &result); + static void generate(int device, int x, int y, int z, int n, bool isBatched, bool isFloat, bool isForward, bool isInPlace, Tristate::Tristate isReal, + int kernelInvocationX, int kernelInvocationY, int kernelInvocationZ, std::vector &result); static void generate(int device, int x, int y, int z, int n, bool isBatched, bool isFloat, bool isForward, Tristate::Tristate isInPlace, Tristate::Tristate isReal, + int kernelInvocationX, int kernelInvocationY, int kernelInvocationZ, std::vector &result); static void generate(int device, int x, int y, int z, int n, bool isBatched, bool isFloat, Tristate::Tristate isForward, Tristate::Tristate isInPlace, Tristate::Tristate isReal, + int kernelInvocationX, int kernelInvocationY, int kernelInvocationZ, std::vector &result); static void generate(int device, int x, int y, int z, int n, bool isBatched, Tristate::Tristate isFloat, Tristate::Tristate isForward, Tristate::Tristate isInPlace, Tristate::Tristate isReal, + int kernelInvocationX, int kernelInvocationY, int kernelInvocationZ, std::vector &result); static void transpose(GeneralTransform &tr, From 3619d7f16f0024af831511945cecaadab519e32c Mon Sep 17 00:00:00 2001 From: adammydla Date: Wed, 27 Nov 2024 20:51:18 +0100 Subject: [PATCH 11/27] Add possibility to optimize only selected dimensions --- advisor.cpp | 16 ++++--- advisor.h | 4 ++ inputParser.cpp | 26 ++++++++++++ inputParser.h | 4 ++ main.cpp | 14 ++++++- sizeOptimizer.cpp | 104 ++++++++++++---------------------------------- sizeOptimizer.h | 10 +++-- validator.cpp | 8 +++- validator.h | 2 +- 9 files changed, 98 insertions(+), 90 deletions(-) diff --git a/advisor.cpp b/advisor.cpp index 33c9987..becaed9 100644 --- a/advisor.cpp +++ b/advisor.cpp @@ -27,16 +27,20 @@ std::vector *Advisor::recommend( Tristate::Tristate isBatched, Tristate::Tristate isFloat, Tristate::Tristate isForward, Tristate::Tristate isInPlace, Tristate::Tristate isReal, int maxSignalInc, int maxMemory, - bool disallowRotation, bool allowTransposition, bool squareOnly, bool crop) { + bool disallowRotation, bool allowTransposition, bool disallowSizeOptimization, + int countOfOptimizedDimensions, bool squareOnly, bool crop) { Validator::validate(device); maxMemory = getMaxMemory(device, maxMemory); - Validator::validate(x, y, z, n, device, maxSignalInc, maxMemory, disallowRotation, allowTransposition, squareOnly); + Validator::validate(x, y, z, n, device, maxSignalInc, maxMemory, + countOfOptimizedDimensions, allowTransposition, squareOnly); GeneralTransform tr = GeneralTransform(device, x, y, z, n, isBatched, isFloat, isForward, isInPlace, isReal); SizeOptimizer optimizer(CudaVersion::V_12, tr, allowTransposition); std::vector *result = - optimizer.optimize(howMany, maxSignalInc, maxMemory, disallowRotation, squareOnly, crop); + optimizer.optimize(howMany, maxSignalInc, maxMemory, disallowRotation, + disallowSizeOptimization, countOfOptimizedDimensions, + squareOnly, crop); return result; } @@ -45,11 +49,13 @@ std::vector *Advisor::find( Tristate::Tristate isBatched, Tristate::Tristate isFloat, Tristate::Tristate isForward, Tristate::Tristate isInPlace, Tristate::Tristate isReal, int maxSignalInc, int maxMemory, - bool disallowRotation, bool allowTransposition, bool squareOnly, bool crop) { + bool disallowRotation, bool allowTransposition, bool disallowSizeOptimization, + int countOfOptimizedDimensions, bool squareOnly, bool crop) { std::vector *candidates = recommend(howMany, device, x, y, z, n, isBatched, isFloat, isForward, isInPlace, isReal, maxSignalInc, maxMemory, disallowRotation, - allowTransposition, squareOnly, crop); + allowTransposition, disallowSizeOptimization, + countOfOptimizedDimensions, squareOnly, crop); std::vector *result = benchmark(*candidates); std::sort(result->begin(), result->end(), BenchmarkResult::execSort); delete candidates; diff --git a/advisor.h b/advisor.h index 57c4f58..b65e936 100644 --- a/advisor.h +++ b/advisor.h @@ -27,6 +27,8 @@ class Advisor { int maxMemory = INT_MAX, bool disallowRotation = false, bool allowTransposition = false, + bool disallowSizeOptimization = false, + int countOfOptimizedDimensions = INT_MAX, bool squareOnly = false, bool crop = false); @@ -40,6 +42,8 @@ class Advisor { int maxMemory = INT_MAX, bool disallowRotation = false, bool allowTransposition = false, + bool disallowSizeOptimization = false, + int countOfOptimizedDimensions = INT_MAX, bool squareOnly = false, bool crop = false); diff --git a/inputParser.cpp b/inputParser.cpp index ec24970..15bc802 100644 --- a/inputParser.cpp +++ b/inputParser.cpp @@ -22,6 +22,8 @@ InputParser::InputParser(int argc, char **argv) { maxMemMB = parseMaxMemMB(); allowTransposition = parseAllowTransposition(); disallowRotation = parseDisallowRotation(); + disallowSizeOptimization = parseDisallowRotation(); + countOfOptimizedDimensions = parseCountOfOptimizedDimensions(); squareOnly = parseSquareOnly(); crop = parseCrop(); } @@ -59,6 +61,20 @@ int InputParser::parseMaxMemMB() { return INT_MAX; } +int InputParser::parseCountOfOptimizedDimensions() { + for (int i = 0; i < (argc - 1); i++) { + if (safeEquals(argv[i], "--countOfOptimizedDimensions")) { + if (NULL == argv[i + 1]) { + return -1; + } + int perc = atoi(argv[i + 1]); + argv[i] = argv[i + 1] = NULL; + return perc; + } + } + return INT_MAX; +} + bool InputParser::reportUnparsed(FILE *stream) { bool error = false; if (NULL != stream) { @@ -206,6 +222,16 @@ bool InputParser::parseDisallowRotation() { return false; } +bool InputParser::parseDisallowSizeOptimization() { + for (int i = 0; i < argc; i++) { + if (safeEquals(argv[i], "--disallowSizeOptimization")) { + argv[i] = NULL; + return true; + } + } + return false; +} + bool InputParser::parseSquareOnly() { for (int i = 0; i < argc; i++) { if (safeEquals(argv[i], "--squareOnly")) { diff --git a/inputParser.h b/inputParser.h index 80b08f6..ebc10fa 100644 --- a/inputParser.h +++ b/inputParser.h @@ -20,6 +20,8 @@ class InputParser { int maxMemMB; bool allowTransposition; bool disallowRotation; + bool disallowSizeOptimization; + int countOfOptimizedDimensions; bool squareOnly; bool crop; Tristate::Tristate isBatched; @@ -37,6 +39,8 @@ class InputParser { int parseMaxMemMB(); bool parseAllowTransposition(); bool parseDisallowRotation(); + bool parseDisallowSizeOptimization(); + int parseCountOfOptimizedDimensions(); bool parseSquareOnly(); bool parseCrop(); Tristate::Tristate parseIsReal(); diff --git a/main.cpp b/main.cpp index d70adf0..007554c 100644 --- a/main.cpp +++ b/main.cpp @@ -49,6 +49,9 @@ int printHelp() { std::cout << "\t--disallowRotation : consider also rotation of X and Y axes " "(swapping dimensions). Allowed by default." << std::endl; + std::cout << "\t--disallowSizeOptimization : disable size optimization by padding/cropping. " + "Allowed by default." + << std::endl; std::cout << "\t--squareOnly : consider only square shapes " "(X dimension size will be used as a starting point). " "Incompatible with --allowTransposition." @@ -64,6 +67,9 @@ int printHelp() { std::cout << "\t--maxMem MB : max memory (in MB) that transformation can " "use, default = device limit" << std::endl; + std::cout << "\t--countOfOptimizedDimensions COUNT : number of size dimensions, that are optimized, " + ", default = all - X, Y, Z" + << std::endl; return -1; } @@ -113,8 +119,10 @@ int parseRecommend(int argc, char **argv, int howMany) { parser.isBatched, parser.isFloat, parser.isForward, parser.isInPlace, parser.isReal, parser.maxSignalInc, parser.maxMemMB, parser.disallowRotation, - parser.allowTransposition, parser.squareOnly, - parser.crop); + parser.allowTransposition, + parser.disallowSizeOptimization, + parser.countOfOptimizedDimensions, + parser.squareOnly, parser.crop); cuFFTAdvisor::Transform::printHeader(stdout); std::cout << std::endl; @@ -147,6 +155,8 @@ int parseFind(int argc, char **argv, int howMany) { parser.isInPlace, parser.isReal, parser.maxSignalInc, parser.maxMemMB, parser.disallowRotation, parser.allowTransposition, + parser.disallowSizeOptimization, + parser.countOfOptimizedDimensions, parser.squareOnly, parser.crop); cuFFTAdvisor::BenchmarkResult::printHeader(stdout); diff --git a/sizeOptimizer.cpp b/sizeOptimizer.cpp index deff3e8..8dcfbd3 100644 --- a/sizeOptimizer.cpp +++ b/sizeOptimizer.cpp @@ -38,12 +38,15 @@ std::vector *SizeOptimizer::optimize(size_t nBest, int maxPercIncrease, int maxMemMB, bool disallowRotation, + bool disallowOptimization, + int dimensionCount, bool squareOnly, bool crop) { std::vector preoptimized; for (auto in : input) { std::vector *tmp = - optimizeXYZ(in, nBest + 20, maxPercIncrease, disallowRotation, squareOnly, crop); + optimizeXYZ(in, nBest + 20, maxPercIncrease, disallowRotation, + disallowOptimization, dimensionCount, squareOnly, crop); preoptimized.insert(preoptimized.end(), tmp->begin(), tmp->end()); delete tmp; } @@ -68,78 +71,6 @@ bool SizeOptimizer::swapSizes2D(GeneralTransform &in, const Polynom &x, const Po int kernelCountX = x.invocations; int kernelCountY = y.invocations; - /* - if (in.X <= in.Y) { - if (differenceBetweenXY <= 18) { - if (not divisibleBy2Y) { - if (primesCountY == 1) { - swapSizes(in); - } else { - in.swapped2D = false; - } - } else { - if (primesCountX == 1) { - in.swapped2D = false; - } else { - if (not divisibleBy2X) { - swapSizes(in); - } else { - in.swapped2D = false; - } - } - } - } else { - if (differenceBetweenXY <= 75000) { - if (not divisibleBy2Y) { - in.swapped2D = false; - } else { - swapSizes(in); - } - } else { - if (not divisibleBy2Y) { - in.swapped2D = false; - } else { - swapSizes(in); - } - } - } - } - else { - if (differenceBetweenXY <= 18) { - if (not divisibleBy2X) { - if (primesCountX == 1) { - in.swapped2D = false; - } else { - swapSizes(in); - } - } else { - if (primesCountY == 1) { - swapSizes(in); - } else { - if (not divisibleBy2Y) { - in.swapped2D = false; - } else { - swapSizes(in); - } - } - } - } else { - if (differenceBetweenXY <= 75000) { - if (not divisibleBy2X) { - swapSizes(in); - } else { - in.swapped2D = false; - } - } else { - if (not divisibleBy2X) { - swapSizes(in); - } else { - in.swapped2D = false; - } - } - } - } - */ if (!divisibleBy2X) { if (kernelCountX <= 1.5) { if (in.X <= in.Y) { @@ -347,10 +278,12 @@ std::vector *SizeOptimizer::optimizeXYZ(GeneralTransform &tr, size_t nBest, int maxPercIncrease, bool disallowRotation, + bool disallowOptimization, + int dimensionCount, bool squareOnly, bool crop) { - std::vector *polysX = generatePolys(tr.X, tr.isFloat, crop); + std::vector *polysX = generatePolys(tr.X, tr.isFloat, crop, disallowRotation); std::vector *polysY; std::vector *polysZ; std::set *recPolysX = filterOptimal(polysX, crop); @@ -362,7 +295,7 @@ std::vector *SizeOptimizer::optimizeXYZ(GeneralTransform &tr, polysY = polysX; recPolysY = recPolysX; } else { - polysY = generatePolys(tr.Y, tr.isFloat, crop); + polysY = generatePolys(tr.Y, tr.isFloat, crop, disallowRotation || dimensionCount < 2); recPolysY = filterOptimal(polysY, crop); } @@ -374,7 +307,7 @@ std::vector *SizeOptimizer::optimizeXYZ(GeneralTransform &tr, polysZ = polysY; recPolysZ = recPolysY; } else { - polysZ = generatePolys(tr.Z, tr.isFloat, crop); + polysZ = generatePolys(tr.Z, tr.isFloat, crop, disallowRotation || dimensionCount < 3); recPolysZ = filterOptimal(polysZ, crop); } @@ -525,8 +458,25 @@ int SizeOptimizer::getInvocations(Polynom &poly, bool isFloat) { } std::vector *SizeOptimizer::generatePolys( - size_t num, bool isFloat, bool crop) { + size_t num, bool isFloat, bool crop, bool useOriginalSize) { + std::vector *result = new std::vector(); + + if (useOriginalSize) { + Polynom p; + p.value = num; + p.exponent2 = 0; + p.exponent3 = 0; + p.exponent5 = 0; + p.exponent7 = 0; + p.exponent11 = 0; + p.invocations = INT_MAX; + p.noOfPrimes = INT_MAX; + + result->push_back(p); + return result; + } + size_t maxPow2 = std::ceil(log(num) * log_2); size_t max = std::pow(2, maxPow2); size_t maxPow3 = std::ceil(std::log(max) * log_3); diff --git a/sizeOptimizer.h b/sizeOptimizer.h index 53609b3..99f851f 100644 --- a/sizeOptimizer.h +++ b/sizeOptimizer.h @@ -46,8 +46,9 @@ class SizeOptimizer { SizeOptimizer(CudaVersion::CudaVersion version, GeneralTransform &tr, bool allowTrans); std::vector *optimize(size_t nBest, int maxPercIncrease, - int maxMemMB, bool disallowRotation, bool squareOnly, - bool crop); + int maxMemMB, bool disallowRotation, + bool disallowOptimization, int dimensionCount, + bool squareOnly, bool crop); private: int getNoOfPrimes(Polynom &poly); @@ -67,8 +68,9 @@ class SizeOptimizer { std::vector *input, bool crop); std::vector *generatePolys(size_t num, bool isFloat, bool crop); std::vector *optimizeXYZ(GeneralTransform &tr, size_t nBest, - int maxPercIncrease, bool disallowRotation, bool squareOnly, - bool crop); + int maxPercIncrease, bool disallowRotation, + bool disallowOptimization, int dimensionCount, + bool squareOnly, bool crop); std::vector *optimizeN( std::vector *transforms, size_t maxMem, size_t nBest); void collapseBatched(GeneralTransform >, size_t maxMem, diff --git a/validator.cpp b/validator.cpp index 3390562..2900b2f 100644 --- a/validator.cpp +++ b/validator.cpp @@ -4,7 +4,7 @@ namespace cuFFTAdvisor { void Validator::validate(int x, int y, int z, int n, int device, int maxSignalInc, int maxMemMB, - bool disallowRotation, + int countOfOptimizedDimensions, bool allowTrans, bool squareOnly) { validate(x, y, z, n, device); @@ -26,6 +26,12 @@ void Validator::validate(int x, int y, int z, int n, int device, if (allowTrans && squareOnly) { throw std::logic_error("Incompatible parameters. See help for detailed info.\n"); } + + if (countOfOptimizedDimensions <= 0 || countOfOptimizedDimensions > 3) { + throw std::logic_error( + "Count of optimized input size dimensions must be between 1 and 3. Wrong input or int " + "overflow\n"); + } } void Validator::validate(int device) { diff --git a/validator.h b/validator.h index 2f9793f..ba0438c 100644 --- a/validator.h +++ b/validator.h @@ -11,7 +11,7 @@ class Validator { public: static void validate(int x, int y, int z, int n, int device); static void validate(int x, int y, int z, int n, int device, int maxSignalInc, - int maxMemMB, bool disallowRotation, bool allowTrans, bool squareOnly); + int maxMemMB, int countOfOptimizedDimensions, bool allowTrans, bool squareOnly); static void validate(int device); }; From 3656850b7c4e64752837f2c798f6fffb69fba6d5 Mon Sep 17 00:00:00 2001 From: Adam Mydla <514329@mail.muni.cz> Date: Thu, 28 Nov 2024 00:37:24 +0100 Subject: [PATCH 12/27] Fix bugs in dimension optimization selection --- advisor.h | 4 ++-- inputParser.cpp | 4 ++-- sizeOptimizer.cpp | 61 ++++++++++++++++++++++++++++++++++++----------- sizeOptimizer.h | 4 +++- 4 files changed, 54 insertions(+), 19 deletions(-) diff --git a/advisor.h b/advisor.h index b65e936..4fce743 100644 --- a/advisor.h +++ b/advisor.h @@ -28,7 +28,7 @@ class Advisor { bool disallowRotation = false, bool allowTransposition = false, bool disallowSizeOptimization = false, - int countOfOptimizedDimensions = INT_MAX, + int countOfOptimizedDimensions = 3, bool squareOnly = false, bool crop = false); @@ -43,7 +43,7 @@ class Advisor { bool disallowRotation = false, bool allowTransposition = false, bool disallowSizeOptimization = false, - int countOfOptimizedDimensions = INT_MAX, + int countOfOptimizedDimensions = 3, bool squareOnly = false, bool crop = false); diff --git a/inputParser.cpp b/inputParser.cpp index 15bc802..dc1c71e 100644 --- a/inputParser.cpp +++ b/inputParser.cpp @@ -22,7 +22,7 @@ InputParser::InputParser(int argc, char **argv) { maxMemMB = parseMaxMemMB(); allowTransposition = parseAllowTransposition(); disallowRotation = parseDisallowRotation(); - disallowSizeOptimization = parseDisallowRotation(); + disallowSizeOptimization = parseDisallowSizeOptimization(); countOfOptimizedDimensions = parseCountOfOptimizedDimensions(); squareOnly = parseSquareOnly(); crop = parseCrop(); @@ -72,7 +72,7 @@ int InputParser::parseCountOfOptimizedDimensions() { return perc; } } - return INT_MAX; + return 3; } bool InputParser::reportUnparsed(FILE *stream) { diff --git a/sizeOptimizer.cpp b/sizeOptimizer.cpp index 8dcfbd3..7c987e2 100644 --- a/sizeOptimizer.cpp +++ b/sizeOptimizer.cpp @@ -283,7 +283,7 @@ std::vector *SizeOptimizer::optimizeXYZ(GeneralTransform &tr, bool squareOnly, bool crop) { - std::vector *polysX = generatePolys(tr.X, tr.isFloat, crop, disallowRotation); + std::vector *polysX = generatePolys(tr.X, tr.isFloat, crop, disallowOptimization); std::vector *polysY; std::vector *polysZ; std::set *recPolysX = filterOptimal(polysX, crop); @@ -295,7 +295,7 @@ std::vector *SizeOptimizer::optimizeXYZ(GeneralTransform &tr, polysY = polysX; recPolysY = recPolysX; } else { - polysY = generatePolys(tr.Y, tr.isFloat, crop, disallowRotation || dimensionCount < 2); + polysY = generatePolys(tr.Y, tr.isFloat, crop, disallowOptimization || dimensionCount < 2); recPolysY = filterOptimal(polysY, crop); } @@ -307,7 +307,7 @@ std::vector *SizeOptimizer::optimizeXYZ(GeneralTransform &tr, polysZ = polysY; recPolysZ = recPolysY; } else { - polysZ = generatePolys(tr.Z, tr.isFloat, crop, disallowRotation || dimensionCount < 3); + polysZ = generatePolys(tr.Z, tr.isFloat, crop, disallowOptimization || dimensionCount < 3); recPolysZ = filterOptimal(polysZ, crop); } @@ -388,8 +388,6 @@ int SizeOptimizer::getNoOfPrimes(long size) { } int SizeOptimizer::getInvocations(int maxPower, size_t num) { - //return num % maxPower + (num % maxPower != 0 ? 1 : 0); - int count = 0; while (0 != num) { for (size_t p = maxPower; p > 0; p--) { @@ -457,23 +455,58 @@ int SizeOptimizer::getInvocations(Polynom &poly, bool isFloat) { } } +SizeOptimizer::Polynom SizeOptimizer::SetCorrectValuesToOriginalPolynom(int num, bool isFloat) { + Polynom poly; + poly.value = num; + poly.exponent2 = 0; + poly.exponent3 = 0; + poly.exponent5 = 0; + poly.exponent7 = 0; + poly.exponent11 = 0; + + while (num % 2 == 0) { + poly.exponent2++; + num /= 2; + } + while (num % 3 == 0) { + poly.exponent3++; + num /= 3; + } + while (num % 5 == 0) { + poly.exponent5++; + num /= 5; + } + while (num % 7 == 0) { + poly.exponent7++; + num /= 7; + } + while (num % 11 == 0) { + poly.exponent11++; + num /= 11; + } + + if (num == 1) { + poly.invocations = getInvocations(poly, isFloat); + poly.noOfPrimes = getNoOfPrimes(poly); + } + else { + poly.invocations = INT_MAX; + poly.noOfPrimes = INT_MAX; + } + + return poly; +} + std::vector *SizeOptimizer::generatePolys( size_t num, bool isFloat, bool crop, bool useOriginalSize) { std::vector *result = new std::vector(); if (useOriginalSize) { - Polynom p; - p.value = num; - p.exponent2 = 0; - p.exponent3 = 0; - p.exponent5 = 0; - p.exponent7 = 0; - p.exponent11 = 0; - p.invocations = INT_MAX; - p.noOfPrimes = INT_MAX; + Polynom p = SetCorrectValuesToOriginalPolynom(num, isFloat); result->push_back(p); + return result; } diff --git a/sizeOptimizer.h b/sizeOptimizer.h index 99f851f..e317a17 100644 --- a/sizeOptimizer.h +++ b/sizeOptimizer.h @@ -54,6 +54,8 @@ class SizeOptimizer { int getNoOfPrimes(Polynom &poly); int getNoOfPrimes(long size); int getInvocations(int maxPower, size_t num); + + SizeOptimizer::Polynom SetCorrectValuesToOriginalPolynom(int num, bool isFloat); void swapSizes(GeneralTransform &in); bool swapSizes2D(GeneralTransform &in, const Polynom &x, const Polynom &y); @@ -66,7 +68,7 @@ class SizeOptimizer { int getInvocationsV12(Polynom &poly, bool isFloat); std::set *filterOptimal( std::vector *input, bool crop); - std::vector *generatePolys(size_t num, bool isFloat, bool crop); + std::vector *generatePolys(size_t num, bool isFloat, bool crop, bool disallowRotation); std::vector *optimizeXYZ(GeneralTransform &tr, size_t nBest, int maxPercIncrease, bool disallowRotation, bool disallowOptimization, int dimensionCount, From 3e2155d535c1ab316fa3e500163e291477255be1 Mon Sep 17 00:00:00 2001 From: adammydla Date: Wed, 19 Feb 2025 20:12:36 +0100 Subject: [PATCH 13/27] Add check for invalid index access --- advisor.cpp | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/advisor.cpp b/advisor.cpp index becaed9..1dbd6d6 100644 --- a/advisor.cpp +++ b/advisor.cpp @@ -68,7 +68,9 @@ std::vector *Advisor::benchmark( new std::vector(); int size = transforms.size(); - Benchmarker::benchmark(transforms.at(0)); + if (transforms.size() > 0) { + Benchmarker::benchmark(transforms.at(0)); + } for (int i = 0; i < size; i++) { results->push_back(Benchmarker::benchmark(transforms.at(i))); From ac1d681587d04a6efcee3f7861e3f6cfa5f4a462 Mon Sep 17 00:00:00 2001 From: adammydla Date: Wed, 19 Feb 2025 20:14:42 +0100 Subject: [PATCH 14/27] Add initialization and comment to kernelInvocationX fields --- generalTransform.cpp | 10 ++++++++-- generalTransform.h | 4 +++- 2 files changed, 11 insertions(+), 3 deletions(-) diff --git a/generalTransform.cpp b/generalTransform.cpp index 862a827..4021f28 100644 --- a/generalTransform.cpp +++ b/generalTransform.cpp @@ -17,7 +17,10 @@ GeneralTransform::GeneralTransform(int device, int X, int Y, int Z, int N, isFloat(isFloat), isForward(isForward), isInPlace(isInPlace), - isReal(isReal) {} + isReal(isReal) {}, + kernelInvocationX = 0, + kernelInvocationY = 0, + kernelInvocationZ = 0 GeneralTransform::GeneralTransform(int X, int Y, int Z, const GeneralTransform &tr) @@ -30,7 +33,10 @@ GeneralTransform::GeneralTransform(int X, int Y, int Z, isFloat(tr.isFloat), isForward(tr.isForward), isInPlace(tr.isInPlace), - isReal(tr.isReal) {} + isReal(tr.isReal) {}, + kernelInvocationX = 0, + kernelInvocationY = 0, + kernelInvocationZ = 0 GeneralTransform::GeneralTransform(const GeneralTransform &tr) { *this = tr; } diff --git a/generalTransform.h b/generalTransform.h index 1b6270f..059ee4e 100644 --- a/generalTransform.h +++ b/generalTransform.h @@ -35,7 +35,9 @@ class GeneralTransform { int originalY; int originalZ; - int kernelInvocationX; + // number of kernel invocations for selected dimension + // the number of kernel invocations is decided separately for each dimension + int kernelInvocationX ; int kernelInvocationY; int kernelInvocationZ; From 0111f3e5ebbbc65c2302a8074891c6cecc4812b9 Mon Sep 17 00:00:00 2001 From: adammydla Date: Wed, 19 Feb 2025 20:15:24 +0100 Subject: [PATCH 15/27] Fix incorrect name in --countOfOptimizedDimensions option --- inputParser.cpp | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/inputParser.cpp b/inputParser.cpp index 15bc802..108a908 100644 --- a/inputParser.cpp +++ b/inputParser.cpp @@ -67,9 +67,9 @@ int InputParser::parseCountOfOptimizedDimensions() { if (NULL == argv[i + 1]) { return -1; } - int perc = atoi(argv[i + 1]); + int count = atoi(argv[i + 1]); argv[i] = argv[i + 1] = NULL; - return perc; + return count; } } return INT_MAX; From 45400394c324b2533f69df6b0f15b6dc195ab607 Mon Sep 17 00:00:00 2001 From: adammydla Date: Wed, 19 Feb 2025 20:24:23 +0100 Subject: [PATCH 16/27] Fix wrongly comparing float with int --- sizeOptimizer.cpp | 32 ++++++++++++++++++-------------- 1 file changed, 18 insertions(+), 14 deletions(-) diff --git a/sizeOptimizer.cpp b/sizeOptimizer.cpp index 7c987e2..ca4129d 100644 --- a/sizeOptimizer.cpp +++ b/sizeOptimizer.cpp @@ -72,7 +72,7 @@ bool SizeOptimizer::swapSizes2D(GeneralTransform &in, const Polynom &x, const Po int kernelCountY = y.invocations; if (!divisibleBy2X) { - if (kernelCountX <= 1.5) { + if (kernelCountX <= 1) { if (in.X <= in.Y) { if (!divisibleBy2Y) { in.swapped2D = false; @@ -90,10 +90,10 @@ bool SizeOptimizer::swapSizes2D(GeneralTransform &in, const Polynom &x, const Po swapSizes(in); } } else { - if (kernelCountY <= 1.5) { - if (kernelCountX <= 1.5) { + if (kernelCountY <= 1) { + if (kernelCountX <= 1) { if (!divisibleBy2Y) { - if (primesCountY <= 1.5) { + if (primesCountY <= 1) { swapSizes(in); } else { in.swapped2D = false; @@ -102,7 +102,7 @@ bool SizeOptimizer::swapSizes2D(GeneralTransform &in, const Polynom &x, const Po in.swapped2D = false; } } else { - if (primesCountY <= 1.5) { + if (primesCountY <= 1) { if (differenceBetweenXY <= 35000) { in.swapped2D = false; } else { @@ -121,11 +121,11 @@ bool SizeOptimizer::swapSizes2D(GeneralTransform &in, const Polynom &x, const Po } } } else { - if (primesCountX <= 1.5) { - if (primesCountY <= 2.5) { + if (primesCountX <= 1) { + if (primesCountY <= 2) { in.swapped2D = false; } else { - if (kernelCountY <= 3.5) { + if (kernelCountY <= 3) { if (differenceBetweenXY <= 100000) { in.swapped2D = false; } else { @@ -369,19 +369,19 @@ int SizeOptimizer::getNoOfPrimes(Polynom &poly) { int SizeOptimizer::getNoOfPrimes(long size) { int counter = 0; - if (size % 2 != 0) { + if (size % 2 == 0) { counter++; } - if (size % 3 != 0) { + if (size % 3 == 0) { counter++; } - if (size % 5 != 0) { + if (size % 5 == 0) { counter++; } - if (size % 7 != 0) { + if (size % 7 == 0) { counter++; } - if (size % 11 != 0) { + if (size % 11 == 0) { counter++; } return counter; @@ -517,7 +517,7 @@ std::vector *SizeOptimizer::generatePolys( size_t maxPow7 = std::ceil(std::log(max) * log_7); size_t maxPow11 = std::ceil(std::log(max) * log_11); - for (size_t a = 0; a <= maxPow2; a++) { // we want at least one multiple of two + for (size_t a = 0; a <= maxPow2; a++) { for (size_t b = 0; b <= maxPow3; b++) { for (size_t c = 0; c <= maxPow5; c++) { for (size_t d = 0; d <= maxPow7; d++) { @@ -527,6 +527,7 @@ std::vector *SizeOptimizer::generatePolys( * std::pow(11, e); if (a == 0) { + // we want at least one multiple of two if regular_fft kernel is not induced if ((isFloat && value > V12_REGULAR_MAX_SP) || (!isFloat && value > V12_REGULAR_MAX_DP)) { continue; } @@ -585,6 +586,9 @@ std::set // add all polynoms which have a minimal number of kernel invocations for (size_t i = 0; i < size; i++) { Polynom &tmp = input->at(i); + // tmp.invocations -> number of kernel invocations + // tmp.noOfPrimes -> number of primes in size factorization + // -> cannot use more than 5 (2, 3, 5, 7, 11) if ((tmp.invocations <= (minInv.invocations + 2)) && (tmp.noOfPrimes <= 5)) { result->insert(tmp); From df8cf7b996908069dc2c41c8bc16e2614cd9fc48 Mon Sep 17 00:00:00 2001 From: adammydla Date: Wed, 19 Feb 2025 20:44:27 +0100 Subject: [PATCH 17/27] Add constant MaxNumberOfOptimizedDimensions --- advisor.h | 4 ++-- inputParser.cpp | 2 +- utils.h | 2 ++ 3 files changed, 5 insertions(+), 3 deletions(-) diff --git a/advisor.h b/advisor.h index 4fce743..49f151d 100644 --- a/advisor.h +++ b/advisor.h @@ -28,7 +28,7 @@ class Advisor { bool disallowRotation = false, bool allowTransposition = false, bool disallowSizeOptimization = false, - int countOfOptimizedDimensions = 3, + int countOfOptimizedDimensions = MaxNumberOfOptimizedDimensions, bool squareOnly = false, bool crop = false); @@ -43,7 +43,7 @@ class Advisor { bool disallowRotation = false, bool allowTransposition = false, bool disallowSizeOptimization = false, - int countOfOptimizedDimensions = 3, + int countOfOptimizedDimensions = MaxNumberOfOptimizedDimensions, bool squareOnly = false, bool crop = false); diff --git a/inputParser.cpp b/inputParser.cpp index 68c69ca..d5590a5 100644 --- a/inputParser.cpp +++ b/inputParser.cpp @@ -72,7 +72,7 @@ int InputParser::parseCountOfOptimizedDimensions() { return count; } } - return 3; + return MaxNumberOfOptimizedDimensions; } bool InputParser::reportUnparsed(FILE *stream) { diff --git a/utils.h b/utils.h index 3dcd170..7058ab1 100644 --- a/utils.h +++ b/utils.h @@ -75,4 +75,6 @@ static inline bool safeEquals(const char *l, const char *r) { } // namespace cuFFTAdvisor +const int MaxNumberOfOptimizedDimensions = 3; + #endif // CUFFTADVISOR_UTILS_H_ From f8c27feb4aafeb789a35e01beea6d01285fccb66 Mon Sep 17 00:00:00 2001 From: Adam Mydla <514329@mail.muni.cz> Date: Sun, 9 Mar 2025 20:42:19 +0100 Subject: [PATCH 18/27] Fix error with dangling space in generalTransform.hpp --- generalTransform.cpp | 16 ++++++++-------- generalTransform.h | 2 +- 2 files changed, 9 insertions(+), 9 deletions(-) diff --git a/generalTransform.cpp b/generalTransform.cpp index 4021f28..7a70db8 100644 --- a/generalTransform.cpp +++ b/generalTransform.cpp @@ -13,14 +13,14 @@ GeneralTransform::GeneralTransform(int device, int X, int Y, int Z, int N, Y(Y), Z(Z), N(N), + kernelInvocationX(0), + kernelInvocationY(0), + kernelInvocationZ(0), isBatched(isBatched), isFloat(isFloat), isForward(isForward), isInPlace(isInPlace), - isReal(isReal) {}, - kernelInvocationX = 0, - kernelInvocationY = 0, - kernelInvocationZ = 0 + isReal(isReal) {} GeneralTransform::GeneralTransform(int X, int Y, int Z, const GeneralTransform &tr) @@ -29,14 +29,14 @@ GeneralTransform::GeneralTransform(int X, int Y, int Z, Y(Y), Z(Z), N(tr.N), + kernelInvocationX(0), + kernelInvocationY(0), + kernelInvocationZ(0), isBatched(tr.isBatched), isFloat(tr.isFloat), isForward(tr.isForward), isInPlace(tr.isInPlace), - isReal(tr.isReal) {}, - kernelInvocationX = 0, - kernelInvocationY = 0, - kernelInvocationZ = 0 + isReal(tr.isReal) {} GeneralTransform::GeneralTransform(const GeneralTransform &tr) { *this = tr; } diff --git a/generalTransform.h b/generalTransform.h index 059ee4e..41ff673 100644 --- a/generalTransform.h +++ b/generalTransform.h @@ -37,7 +37,7 @@ class GeneralTransform { // number of kernel invocations for selected dimension // the number of kernel invocations is decided separately for each dimension - int kernelInvocationX ; + int kernelInvocationX; int kernelInvocationY; int kernelInvocationZ; From b906e45075c71ed0bc4db3f6c587a3362aaad17a Mon Sep 17 00:00:00 2001 From: Adam Mydla <514329@mail.muni.cz> Date: Sun, 9 Mar 2025 20:42:46 +0100 Subject: [PATCH 19/27] Fix help message for --countOfOptimizedDimensions option --- main.cpp | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/main.cpp b/main.cpp index 007554c..524ee62 100644 --- a/main.cpp +++ b/main.cpp @@ -67,8 +67,8 @@ int printHelp() { std::cout << "\t--maxMem MB : max memory (in MB) that transformation can " "use, default = device limit" << std::endl; - std::cout << "\t--countOfOptimizedDimensions COUNT : number of size dimensions, that are optimized, " - ", default = all - X, Y, Z" + std::cout << "\t--countOfOptimizedDimensions COUNT : number of size dimensionsthat will be optimized, " + "Default: '3' for 3D signal, '2' for 2D signal, '1' for 1D signal" << std::endl; return -1; } From 33bf700e80310f8c3b1e4a1b23e288d8e375f5bb Mon Sep 17 00:00:00 2001 From: Adam Mydla <514329@mail.muni.cz> Date: Sun, 9 Mar 2025 21:10:01 +0100 Subject: [PATCH 20/27] Add MinimalCountOfUsedConfigurations constant --- sizeOptimizer.cpp | 5 ++++- utils.h | 2 ++ 2 files changed, 6 insertions(+), 1 deletion(-) diff --git a/sizeOptimizer.cpp b/sizeOptimizer.cpp index ca4129d..6593513 100644 --- a/sizeOptimizer.cpp +++ b/sizeOptimizer.cpp @@ -44,8 +44,11 @@ std::vector *SizeOptimizer::optimize(size_t nBest, bool crop) { std::vector preoptimized; for (auto in : input) { + + size_t testedConfigs = std::max(MinimalCountOfUsedConfigurations, nBest); + std::vector *tmp = - optimizeXYZ(in, nBest + 20, maxPercIncrease, disallowRotation, + optimizeXYZ(in, testedConfigs, maxPercIncrease, disallowRotation, disallowOptimization, dimensionCount, squareOnly, crop); preoptimized.insert(preoptimized.end(), tmp->begin(), tmp->end()); delete tmp; diff --git a/utils.h b/utils.h index 7058ab1..585040d 100644 --- a/utils.h +++ b/utils.h @@ -77,4 +77,6 @@ static inline bool safeEquals(const char *l, const char *r) { const int MaxNumberOfOptimizedDimensions = 3; +const size_t MinimalCountOfUsedConfigurations = 10; + #endif // CUFFTADVISOR_UTILS_H_ From 70bbf4b87408822eb776ec69b3c3cd9d1c6c2273 Mon Sep 17 00:00:00 2001 From: Adam Mydla <514329@mail.muni.cz> Date: Sun, 9 Mar 2025 21:11:03 +0100 Subject: [PATCH 21/27] Delete swapped2D field from GeneralTransform --- generalTransform.h | 2 -- sizeOptimizer.cpp | 10 ---------- 2 files changed, 12 deletions(-) diff --git a/generalTransform.h b/generalTransform.h index 41ff673..92ea29a 100644 --- a/generalTransform.h +++ b/generalTransform.h @@ -40,8 +40,6 @@ class GeneralTransform { int kernelInvocationX; int kernelInvocationY; int kernelInvocationZ; - - bool swapped2D; }; } // namespace cuFFTAdvisor diff --git a/sizeOptimizer.cpp b/sizeOptimizer.cpp index 6593513..59c50cf 100644 --- a/sizeOptimizer.cpp +++ b/sizeOptimizer.cpp @@ -57,7 +57,6 @@ std::vector *SizeOptimizer::optimize(size_t nBest, } void SizeOptimizer::swapSizes(GeneralTransform &in) { - in.swapped2D = true; in.originalX = in.X; in.originalY = in.Y; in.X = in.originalY; @@ -78,12 +77,10 @@ bool SizeOptimizer::swapSizes2D(GeneralTransform &in, const Polynom &x, const Po if (kernelCountX <= 1) { if (in.X <= in.Y) { if (!divisibleBy2Y) { - in.swapped2D = false; } else { if (differenceBetweenXY <= 35) { swapSizes(in); } else { - in.swapped2D = false; } } } else { @@ -99,22 +96,18 @@ bool SizeOptimizer::swapSizes2D(GeneralTransform &in, const Polynom &x, const Po if (primesCountY <= 1) { swapSizes(in); } else { - in.swapped2D = false; } } else { - in.swapped2D = false; } } else { if (primesCountY <= 1) { if (differenceBetweenXY <= 35000) { - in.swapped2D = false; } else { swapSizes(in); } } else { if (!divisibleBy2Y) { if (differenceBetweenXY <= 10) { - in.swapped2D = false; } else { swapSizes(in); } @@ -126,11 +119,9 @@ bool SizeOptimizer::swapSizes2D(GeneralTransform &in, const Polynom &x, const Po } else { if (primesCountX <= 1) { if (primesCountY <= 2) { - in.swapped2D = false; } else { if (kernelCountY <= 3) { if (differenceBetweenXY <= 100000) { - in.swapped2D = false; } else { swapSizes(in); } @@ -139,7 +130,6 @@ bool SizeOptimizer::swapSizes2D(GeneralTransform &in, const Polynom &x, const Po } } } else { - in.swapped2D = false; } } } From fb8fd8a2340dcb24516980bfd3cb301c5237b4df Mon Sep 17 00:00:00 2001 From: Adam Mydla <514329@mail.muni.cz> Date: Sun, 9 Mar 2025 21:32:06 +0100 Subject: [PATCH 22/27] Set fields originalX..Y..Z to be const --- generalTransform.cpp | 12 +++++++++++- generalTransform.h | 6 +++--- sizeOptimizer.cpp | 2 -- 3 files changed, 14 insertions(+), 6 deletions(-) diff --git a/generalTransform.cpp b/generalTransform.cpp index 7a70db8..bc9c29d 100644 --- a/generalTransform.cpp +++ b/generalTransform.cpp @@ -12,6 +12,9 @@ GeneralTransform::GeneralTransform(int device, int X, int Y, int Z, int N, X(X), Y(Y), Z(Z), + originalX(X), + originalY(Y), + originalZ(Z), N(N), kernelInvocationX(0), kernelInvocationY(0), @@ -28,6 +31,9 @@ GeneralTransform::GeneralTransform(int X, int Y, int Z, X(X), Y(Y), Z(Z), + originalX(X), + originalY(Y), + originalZ(Z), N(tr.N), kernelInvocationX(0), kernelInvocationY(0), @@ -38,7 +44,11 @@ GeneralTransform::GeneralTransform(int X, int Y, int Z, isInPlace(tr.isInPlace), isReal(tr.isReal) {} -GeneralTransform::GeneralTransform(const GeneralTransform &tr) { *this = tr; } +GeneralTransform::GeneralTransform(const GeneralTransform &tr) + : originalX(tr.originalX), + originalY(tr.originalY), + originalZ(tr.originalZ) + { *this = tr; } GeneralTransform &GeneralTransform::operator=(const GeneralTransform &tr) { if (this != &tr) { diff --git a/generalTransform.h b/generalTransform.h index 92ea29a..b589a27 100644 --- a/generalTransform.h +++ b/generalTransform.h @@ -31,9 +31,9 @@ class GeneralTransform { Tristate::Tristate isInPlace; // otherwise out-of-place Tristate::Tristate isReal; // otherwise C2C - int originalX; - int originalY; - int originalZ; + const int originalX; + const int originalY; + const int originalZ; // number of kernel invocations for selected dimension // the number of kernel invocations is decided separately for each dimension diff --git a/sizeOptimizer.cpp b/sizeOptimizer.cpp index 59c50cf..5d80676 100644 --- a/sizeOptimizer.cpp +++ b/sizeOptimizer.cpp @@ -57,8 +57,6 @@ std::vector *SizeOptimizer::optimize(size_t nBest, } void SizeOptimizer::swapSizes(GeneralTransform &in) { - in.originalX = in.X; - in.originalY = in.Y; in.X = in.originalY; in.Y = in.originalX; } From 3059847087e66a267b54a2245a1e72459774ef5a Mon Sep 17 00:00:00 2001 From: Adam Mydla <514329@mail.muni.cz> Date: Sun, 9 Mar 2025 22:55:42 +0100 Subject: [PATCH 23/27] Add default initialization and constructors for struct Polynom --- sizeOptimizer.cpp | 5 ----- sizeOptimizer.h | 30 ++++++++++++++++++++++-------- 2 files changed, 22 insertions(+), 13 deletions(-) diff --git a/sizeOptimizer.cpp b/sizeOptimizer.cpp index 5d80676..854e339 100644 --- a/sizeOptimizer.cpp +++ b/sizeOptimizer.cpp @@ -449,11 +449,6 @@ int SizeOptimizer::getInvocations(Polynom &poly, bool isFloat) { SizeOptimizer::Polynom SizeOptimizer::SetCorrectValuesToOriginalPolynom(int num, bool isFloat) { Polynom poly; poly.value = num; - poly.exponent2 = 0; - poly.exponent3 = 0; - poly.exponent5 = 0; - poly.exponent7 = 0; - poly.exponent11 = 0; while (num % 2 == 0) { poly.exponent2++; diff --git a/sizeOptimizer.h b/sizeOptimizer.h index e317a17..56edca7 100644 --- a/sizeOptimizer.h +++ b/sizeOptimizer.h @@ -15,14 +15,28 @@ namespace cuFFTAdvisor { class SizeOptimizer { private: struct Polynom { - size_t value; - int invocations; - int noOfPrimes; - size_t exponent2; - size_t exponent3; - size_t exponent5; - size_t exponent7; - size_t exponent11; + size_t value = 0; + int invocations = 0; + int noOfPrimes = 0; + size_t exponent2 = 0; + size_t exponent3 = 0; + size_t exponent5 = 0; + size_t exponent7 = 0; + size_t exponent11 = 0; + + Polynom() = default; + + Polynom(size_t value, int invocations, int noOfPrimes, size_t exponent2, size_t exponent3, size_t exponent5, size_t exponent7, size_t exponent11) + { + value = 0; + invocations = 0; + noOfPrimes = 0; + exponent2 = 0; + exponent3 = 0; + exponent5 = 0; + exponent7 = 0; + exponent11 = 0; + } }; struct valueComparator { From 13391d316875086ca975c87194f45652fb2b721f Mon Sep 17 00:00:00 2001 From: Adam Mydla <514329@mail.muni.cz> Date: Sun, 9 Mar 2025 23:06:54 +0100 Subject: [PATCH 24/27] Fix using 0 instead of actual values --- sizeOptimizer.h | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/sizeOptimizer.h b/sizeOptimizer.h index 56edca7..0b66ef1 100644 --- a/sizeOptimizer.h +++ b/sizeOptimizer.h @@ -15,7 +15,7 @@ namespace cuFFTAdvisor { class SizeOptimizer { private: struct Polynom { - size_t value = 0; + size_t value = 1; int invocations = 0; int noOfPrimes = 0; size_t exponent2 = 0; @@ -28,14 +28,14 @@ class SizeOptimizer { Polynom(size_t value, int invocations, int noOfPrimes, size_t exponent2, size_t exponent3, size_t exponent5, size_t exponent7, size_t exponent11) { - value = 0; - invocations = 0; - noOfPrimes = 0; - exponent2 = 0; - exponent3 = 0; - exponent5 = 0; - exponent7 = 0; - exponent11 = 0; + value = value; + invocations = invocations; + noOfPrimes = noOfPrimes; + exponent2 = exponent2; + exponent3 = exponent3; + exponent5 = exponent5; + exponent7 = exponent7; + exponent11 = exponent11; } }; From eeff51ab6288b3328baa886ffbf4e858e4034eaa Mon Sep 17 00:00:00 2001 From: Adam Mydla <514329@mail.muni.cz> Date: Sun, 9 Mar 2025 23:33:25 +0100 Subject: [PATCH 25/27] Delete unused if branches in swapSizes2D --- sizeOptimizer.cpp | 20 +++++--------------- 1 file changed, 5 insertions(+), 15 deletions(-) diff --git a/sizeOptimizer.cpp b/sizeOptimizer.cpp index 854e339..a4e266b 100644 --- a/sizeOptimizer.cpp +++ b/sizeOptimizer.cpp @@ -74,11 +74,9 @@ bool SizeOptimizer::swapSizes2D(GeneralTransform &in, const Polynom &x, const Po if (!divisibleBy2X) { if (kernelCountX <= 1) { if (in.X <= in.Y) { - if (!divisibleBy2Y) { - } else { + if (divisibleBy2Y) { if (differenceBetweenXY <= 35) { swapSizes(in); - } else { } } } else { @@ -93,20 +91,16 @@ bool SizeOptimizer::swapSizes2D(GeneralTransform &in, const Polynom &x, const Po if (!divisibleBy2Y) { if (primesCountY <= 1) { swapSizes(in); - } else { } - } else { } } else { if (primesCountY <= 1) { - if (differenceBetweenXY <= 35000) { - } else { + if (!(differenceBetweenXY <= 35000)) { swapSizes(in); } } else { if (!divisibleBy2Y) { - if (differenceBetweenXY <= 10) { - } else { + if (!(differenceBetweenXY <= 10)) { swapSizes(in); } } else { @@ -116,23 +110,19 @@ bool SizeOptimizer::swapSizes2D(GeneralTransform &in, const Polynom &x, const Po } } else { if (primesCountX <= 1) { - if (primesCountY <= 2) { - } else { + if (!(primesCountY <= 2)) { if (kernelCountY <= 3) { - if (differenceBetweenXY <= 100000) { - } else { + if (!(differenceBetweenXY <= 100000)) { swapSizes(in); } } else { swapSizes(in); } } - } else { } } } - return true; } From 822ce3a30fe42adf9d5f4de1a3d6979f9cd6f49d Mon Sep 17 00:00:00 2001 From: Adam Mydla <514329@mail.muni.cz> Date: Mon, 10 Mar 2025 20:58:17 +0100 Subject: [PATCH 26/27] Add documentation for swapSizes2D function --- sizeOptimizer.h | 17 ++++++++++++++--- 1 file changed, 14 insertions(+), 3 deletions(-) diff --git a/sizeOptimizer.h b/sizeOptimizer.h index 0b66ef1..ee7b0ae 100644 --- a/sizeOptimizer.h +++ b/sizeOptimizer.h @@ -65,15 +65,26 @@ class SizeOptimizer { bool squareOnly, bool crop); private: + + void swapSizes(GeneralTransform &in); + /** + * This method (if not disallowed) rotate sizes in 2D configurations based on + * trained decision tree (rotation_decision_tree_marked_leaves.png). + * This function is basically desicion tree rewritten to source code leaving + * empty branches (i.e. branches, that end with "not swapped") + * + * Used parameters: + * divisibility by 2; called kernel count; distinct prime count; + * size comparison between X and Y; size difference between X and Y; + */ + bool swapSizes2D(GeneralTransform &in, const Polynom &x, const Polynom &y); + int getNoOfPrimes(Polynom &poly); int getNoOfPrimes(long size); int getInvocations(int maxPower, size_t num); SizeOptimizer::Polynom SetCorrectValuesToOriginalPolynom(int num, bool isFloat); - void swapSizes(GeneralTransform &in); - bool swapSizes2D(GeneralTransform &in, const Polynom &x, const Polynom &y); - std::vector *> optimize(GeneralTransform &tr, size_t nBest, int maxPercIncrease); From f39c1343980eb2c7d2acd0db83363a73925df77b Mon Sep 17 00:00:00 2001 From: Adam Mydla <514329@mail.muni.cz> Date: Mon, 10 Mar 2025 20:58:37 +0100 Subject: [PATCH 27/27] Add rotation decision tree picture to repository --- rotation_decision_tree_marked_leaves.png | Bin 0 -> 648073 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 rotation_decision_tree_marked_leaves.png diff --git a/rotation_decision_tree_marked_leaves.png b/rotation_decision_tree_marked_leaves.png new file mode 100644 index 0000000000000000000000000000000000000000..06bc87158320d56be623a55bb80a2b9805471017 GIT binary patch literal 648073 zcmd43cUY5Y7BuwL5D%4OAQ@F1u2S=4uPmF7OG0`Dh32X 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