perf(hex8): packetize ordered gradient and geometric contractions

This commit is contained in:
KOKO\Mimi
2026-10-14 22:37:39 +09:00
parent 01590bbb0d
commit 96772651d8
5 changed files with 323 additions and 3 deletions
+31 -3
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@@ -246,11 +246,38 @@ Result<Hex8HighLowResponse> Hex8Element::EvaluateHighLow(
gradient_stress[a][j][l] = gradients[a][j] * s[l][j]; gradient_stress[a][j][l] = gradients[a][j] * s[l][j];
for (std::size_t a = 0; a < 8; ++a) { for (std::size_t a = 0; a < 8; ++a) {
std::array<HighLow, 8> dots{}; std::array<HighLow, 8> dots{};
std::array<HighLow, 8> weighted_geo{};
if (use_packets)
for (std::size_t first_b = 0; first_b < 8; first_b += 4) {
hex8_internal::GeometryPacketInput input{};
const auto raw_pair = [](HighLow pair) {
return hex8_internal::PacketPair{pair.high, pair.low};
};
input.weight = raw_pair(HighLow{point.weight});
for (std::size_t j = 0; j < 3; ++j) {
input.gradient_a[j] = raw_pair(gradients[a][j]);
for (std::size_t l = 0; l < 3; ++l)
input.gradient_stress[j][l] = raw_pair(gradient_stress[a][j][l]);
for (std::size_t lane = 0; lane < 4; ++lane)
input.gradient_b[j].values[lane] =
raw_pair(gradients[first_b + lane][j]);
}
hex8_internal::GeometryPacketOutput output;
// Same selector contract as material; unsupported/linear stays below.
hex8_internal::EvaluateGeometryPacketAvx2(input, &output);
for (std::size_t lane = 0; lane < 4; ++lane) {
dots[first_b + lane] = {output.gradient_dot.values[lane].high,
output.gradient_dot.values[lane].low};
weighted_geo[first_b + lane] =
{output.weighted_geometric.values[lane].high,
output.weighted_geometric.values[lane].low};
}
}
for (std::size_t b = 0; b < 8; ++b) { for (std::size_t b = 0; b < 8; ++b) {
const auto dot = Dot(gradients[a], gradients[b]); const auto dot = use_packets ? dots[b] : Dot(gradients[a], gradients[b]);
dots[b] = dot; dots[b] = dot;
HighLow geo; HighLow geo;
if (nonlinear) if (nonlinear && !use_packets)
for (std::size_t j = 0; j < 3; ++j) for (std::size_t j = 0; j < 3; ++j)
for (std::size_t l = 0; l < 3; ++l) for (std::size_t l = 0; l < 3; ++l)
geo += gradient_stress[a][j][l] * gradients[b][l]; geo += gradient_stress[a][j][l] * gradients[b][l];
@@ -265,7 +292,8 @@ Result<Hex8HighLowResponse> Hex8Element::EvaluateHighLow(
material[row][column] += mat * HighLow{point.weight}; material[row][column] += mat * HighLow{point.weight};
} }
if (i == k) if (i == k)
geometric[row][column] += geo * HighLow{point.weight}; geometric[row][column] +=
use_packets ? weighted_geo[b] : geo * HighLow{point.weight};
} }
} }
if (use_packets) if (use_packets)
+24
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@@ -23,6 +23,30 @@ struct MaterialPacketInput {
PairPacket accumulated; PairPacket accumulated;
PacketPair weight; PacketPair weight;
}; };
/// @brief One owned trial point/a and four independent b gradients, raw only.
struct GeometryPacketInput {
PacketPair gradient_a[3];
PacketPair gradient_stress[3][3];
PairPacket gradient_b[3];
PacketPair weight;
};
/// @brief Independent raw contractions; accumulator entries remain caller-owned.
struct GeometryPacketOutput {
PairPacket gradient_dot;
PairPacket weighted_geometric;
};
using GeometryPacketEvaluator = void (*)(const GeometryPacketInput&,
GeometryPacketOutput*);
/// @brief Baseline checked zero-start Dot3/ordered j,l Geo9 and weight products.
/// @note Lane order is 0..3. Invalid pairs remain invalid for original gates.
void EvaluateGeometryPacketScalar(const GeometryPacketInput& input,
GeometryPacketOutput* output);
/// @brief Evaluates independent b lanes without horizontal reduction.
/// @pre The material selector has admitted CPU/OS/current masked FP state.
/// @note Keeps original zero-start, product association and j,l Add order.
void EvaluateGeometryPacketAvx2(const GeometryPacketInput& input,
GeometryPacketOutput* output);
using MaterialPacketEvaluator = void (*)(const MaterialPacketInput&, PairPacket*); using MaterialPacketEvaluator = void (*)(const MaterialPacketInput&, PairPacket*);
/// @brief Evaluates each lane's original checked material graph in order 0..3. /// @brief Evaluates each lane's original checked material graph in order 0..3.
+22
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@@ -111,6 +111,10 @@ VectorPair Load(const PairPacket& value) {
_mm256_setr_pd(value.values[0].low, value.values[1].low, _mm256_setr_pd(value.values[0].low, value.values[1].low,
value.values[2].low, value.values[3].low)}; value.values[2].low, value.values[3].low)};
} }
/// @brief Replicates one raw first product without changing either component.
VectorPair Splat(PacketPair value) {
return {_mm256_set1_pd(value.high), _mm256_set1_pd(value.low)};
}
/// @brief Stores raw high/low fields without rounding or lane reduction. /// @brief Stores raw high/low fields without rounding or lane reduction.
PairPacket Store(VectorPair value) { PairPacket Store(VectorPair value) {
double high[4]; double high[4];
@@ -251,6 +255,20 @@ void EvaluateMaterialPacketAvx2(const MaterialPacketInput& input,
*output = Store(Add(Load(input.accumulated), *output = Store(Add(Load(input.accumulated),
Multiply(material, Load(weight)), true)); Multiply(material, Load(weight)), true));
} }
void EvaluateGeometryPacketAvx2(const GeometryPacketInput& input,
GeometryPacketOutput* output) {
VectorPair dot{_mm256_setzero_pd(), _mm256_setzero_pd()};
for (std::size_t i = 0; i < 3; ++i)
dot = Add(dot, Multiply(Splat(input.gradient_a[i]),
Load(input.gradient_b[i])), true);
VectorPair geo{_mm256_setzero_pd(), _mm256_setzero_pd()};
for (std::size_t j = 0; j < 3; ++j)
for (std::size_t l = 0; l < 3; ++l)
geo = Add(geo, Multiply(Splat(input.gradient_stress[j][l]),
Load(input.gradient_b[l])), true);
output->gradient_dot = Store(dot);
output->weighted_geometric = Store(Multiply(geo, Splat(input.weight)));
}
} // namespace fesa::hex8_internal } // namespace fesa::hex8_internal
#else #else
namespace fesa::hex8_internal { namespace fesa::hex8_internal {
@@ -258,5 +276,9 @@ void EvaluateMaterialPacketAvx2(const MaterialPacketInput& input,
PairPacket* output) { PairPacket* output) {
EvaluateMaterialPacketScalar(input, output); EvaluateMaterialPacketScalar(input, output);
} }
void EvaluateGeometryPacketAvx2(const GeometryPacketInput& input,
GeometryPacketOutput* output) {
EvaluateGeometryPacketScalar(input, output);
}
} // namespace fesa::hex8_internal } // namespace fesa::hex8_internal
#endif #endif
@@ -42,6 +42,27 @@ void ScalarPacketTwoProduct(const double left[4], const double right[4],
output->values[lane] = {value.high, value.low}; output->values[lane] = {value.high, value.low};
} }
} }
FESA_HEX8_BASELINE_NOINLINE
void EvaluateGeometryPacketScalar(const GeometryPacketInput& input,
GeometryPacketOutput* output) {
const auto value = [](PacketPair pair) {
return math_internal::HighLow{pair.high, pair.low};
};
for (std::size_t lane = 0; lane < 4; ++lane) {
math_internal::HighLow dot;
for (std::size_t i = 0; i < 3; ++i)
dot = AddPair(dot, MultiplyPair(value(input.gradient_a[i]),
value(input.gradient_b[i].values[lane])));
math_internal::HighLow geo;
for (std::size_t j = 0; j < 3; ++j)
for (std::size_t l = 0; l < 3; ++l)
geo = AddPair(geo, MultiplyPair(value(input.gradient_stress[j][l]),
value(input.gradient_b[l].values[lane])));
const auto weighted = MultiplyPair(geo, value(input.weight));
output->gradient_dot.values[lane] = {dot.high, dot.low};
output->weighted_geometric.values[lane] = {weighted.high, weighted.low};
}
}
#undef FESA_HEX8_BASELINE_NOINLINE #undef FESA_HEX8_BASELINE_NOINLINE
bool SupportsMaterialPacketInstructions(std::uint32_t leaf1_ecx, bool SupportsMaterialPacketInstructions(std::uint32_t leaf1_ecx,
+225
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@@ -449,6 +449,231 @@ TEST(Hex8HighLow, PacketTailScreenRetainsExactBoundaryAndFallback) {
} }
#endif #endif
#if defined(_M_X64) || defined(__SSE2__)
fesa::hex8_internal::GeometryPacketOutput FrozenGeometryPacket(
const fesa::hex8_internal::GeometryPacketInput& input) {
const auto pair = [](fesa::hex8_internal::PacketPair value) {
return fesa::high_low_original::HighLow{value.high, value.low};
};
fesa::hex8_internal::GeometryPacketOutput output{};
for (std::size_t lane = 0; lane < 4; ++lane) {
fesa::high_low_original::HighLow dot;
for (std::size_t i = 0; i < 3; ++i)
dot = fesa::high_low_original::Add(dot,
fesa::high_low_original::Multiply(pair(input.gradient_a[i]),
pair(input.gradient_b[i].values[lane])));
fesa::high_low_original::HighLow geo;
for (std::size_t j = 0; j < 3; ++j)
for (std::size_t l = 0; l < 3; ++l)
geo = fesa::high_low_original::Add(geo,
fesa::high_low_original::Multiply(pair(input.gradient_stress[j][l]),
pair(input.gradient_b[l].values[lane])));
const auto weighted = fesa::high_low_original::Multiply(geo, pair(input.weight));
output.gradient_dot.values[lane] = {dot.high, dot.low};
output.weighted_geometric.values[lane] = {weighted.high, weighted.low};
}
return output;
}
fesa::hex8_internal::GeometryPacketInput GeometryDyadicFixture() {
fesa::hex8_internal::GeometryPacketInput input{};
input.weight = {0.125, 0};
for (std::size_t j = 0; j < 3; ++j) {
input.gradient_a[j] = {static_cast<double>(j + 1) * 0.25, 0};
for (std::size_t l = 0; l < 3; ++l) {
// Deliberately asymmetric first-products and distinct b/component mapping.
input.gradient_stress[j][l] =
{static_cast<double>(1 + 3 * j + l) * 0.125, 0};
for (std::size_t lane = 0; lane < 4; ++lane)
input.gradient_b[l].values[lane] =
{static_cast<double>(1 + 4 * l + lane) * 0.0625, 0};
}
}
return input;
}
// Original observation repeats geo*weight for three independent accumulators.
// Selected observation reuses the weighted pair but retains each checked Add.
void ExpectGeometryPacketBitsAndFlags(
const fesa::hex8_internal::GeometryPacketInput& input, bool prior_status) {
std::fenv_t original;
ASSERT_EQ(std::fegetenv(&original), 0);
const auto original_csr = _mm_getcsr();
struct Observation {
fesa::hex8_internal::GeometryPacketOutput output;
fesa::hex8_internal::PairPacket accumulators[3];
int flags;
unsigned int status;
};
const auto current_pair = [](fesa::hex8_internal::PacketPair value) {
return HighLow{value.high, value.low};
};
const auto observe = [&](bool original_order) {
EXPECT_EQ(std::fesetenv(&original), 0);
_mm_setcsr(original_csr & ~0x3fU);
EXPECT_EQ(std::feclearexcept(FE_ALL_EXCEPT), 0);
if (prior_status) {
EXPECT_EQ(std::feraiseexcept(FE_INEXACT), 0);
_mm_setcsr(_mm_getcsr() | 0x02U);
}
Observation value{};
if (!original_order)
fesa::hex8_internal::EvaluateGeometryPacketAvx2(input, &value.output);
for (std::size_t lane = 0; lane < 4; ++lane) {
HighLow geo;
if (original_order) {
HighLow dot;
for (std::size_t i = 0; i < 3; ++i)
dot = fesa::hex8_internal::AddPair(dot,
fesa::hex8_internal::MultiplyPair(current_pair(input.gradient_a[i]),
current_pair(input.gradient_b[i].values[lane])));
for (std::size_t j = 0; j < 3; ++j)
for (std::size_t l = 0; l < 3; ++l)
geo = fesa::hex8_internal::AddPair(geo,
fesa::hex8_internal::MultiplyPair(
current_pair(input.gradient_stress[j][l]),
current_pair(input.gradient_b[l].values[lane])));
value.output.gradient_dot.values[lane] = {dot.high, dot.low};
}
const HighLow accumulators[3]{{},
{static_cast<double>(lane + 1), std::ldexp(1.0, -54)}, {-1, -0.0}};
for (std::size_t component = 0; component < 3; ++component) {
const auto weighted = original_order
? fesa::hex8_internal::MultiplyPair(geo, current_pair(input.weight))
: current_pair(value.output.weighted_geometric.values[lane]);
if (original_order)
value.output.weighted_geometric.values[lane] =
{weighted.high, weighted.low};
const auto accumulated = fesa::hex8_internal::AddPair(
accumulators[component], weighted);
value.accumulators[component].values[lane] =
{accumulated.high, accumulated.low};
}
}
value.flags = std::fetestexcept(FE_ALL_EXCEPT);
value.status = _mm_getcsr() & 0x3fU;
return value;
};
const auto baseline = observe(true);
const auto selected = observe(false);
fesa::hex8_internal::GeometryPacketOutput scalar;
fesa::hex8_internal::EvaluateGeometryPacketScalar(input, &scalar);
const auto expected = FrozenGeometryPacket(input);
EXPECT_EQ(std::fesetenv(&original), 0);
_mm_setcsr(original_csr);
EXPECT_EQ(selected.flags, baseline.flags);
EXPECT_EQ(selected.status, baseline.status);
const auto same_bits = [](const fesa::hex8_internal::PairPacket& a,
const fesa::hex8_internal::PairPacket& b) {
for (std::size_t lane = 0; lane < 4; ++lane) {
EXPECT_EQ(PairBits(a.values[lane].high), PairBits(b.values[lane].high));
EXPECT_EQ(PairBits(a.values[lane].low), PairBits(b.values[lane].low));
}
};
same_bits(selected.output.gradient_dot, expected.gradient_dot);
same_bits(selected.output.weighted_geometric, expected.weighted_geometric);
same_bits(scalar.gradient_dot, expected.gradient_dot);
same_bits(scalar.weighted_geometric, expected.weighted_geometric);
for (std::size_t component = 0; component < 3; ++component)
same_bits(selected.accumulators[component], baseline.accumulators[component]);
}
TEST(Hex8HighLow, GeometryPacketPreservesAsymmetricLanesAndUniformShapes) {
if (fesa::hex8_internal::SelectMaterialPacketEvaluator() ==
fesa::hex8_internal::EvaluateMaterialPacketScalar)
GTEST_SKIP() << "Geometry AVX2 masked environment is not selected.";
RecordProperty("private_geometry_packet_backend", "avx2");
static_assert(std::is_trivial_v<fesa::hex8_internal::GeometryPacketInput>);
static_assert(std::is_trivial_v<fesa::hex8_internal::GeometryPacketOutput>);
std::size_t checks = 0;
for (int shape = 0; shape < 4; ++shape) {
auto input = GeometryDyadicFixture();
for (std::size_t j = 0; j < 3; ++j) {
if ((shape & 1) != 0) {
input.gradient_a[j].low = std::ldexp(input.gradient_a[j].high, -55);
for (std::size_t l = 0; l < 3; ++l)
input.gradient_stress[j][l].low =
std::ldexp(input.gradient_stress[j][l].high, -55);
}
if ((shape & 2) != 0)
for (std::size_t lane = 0; lane < 4; ++lane)
input.gradient_b[j].values[lane].low =
std::ldexp(input.gradient_b[j].values[lane].high, -55);
}
ExpectGeometryPacketBitsAndFlags(input, false);
ExpectGeometryPacketBitsAndFlags(input, true);
checks += 2;
}
RecordProperty("avx2_geometry_uniform_bit_flag_checks", static_cast<int>(checks));
}
TEST(Hex8HighLow, GeometryPacketRetainsSpecialLanesAndExactTailBoundary) {
if (fesa::hex8_internal::SelectMaterialPacketEvaluator() ==
fesa::hex8_internal::EvaluateMaterialPacketScalar)
GTEST_SKIP() << "Geometry AVX2 masked environment is not selected.";
using fesa::hex8_internal::PacketPair;
const double tiny = std::numeric_limits<double>::denorm_min();
const double maximum = std::numeric_limits<double>::max();
const std::vector<PacketPair> special{{0, 0}, {-0.0, 0}, {1, -0.0}, {1, 1},
{tiny, 0}, {maximum, maximum},
{std::numeric_limits<double>::signaling_NaN(), 0},
{0, std::numeric_limits<double>::signaling_NaN()}};
std::size_t checks = 0;
for (const auto pair : special)
for (std::size_t lane = 0; lane < 4; ++lane) {
auto input = GeometryDyadicFixture();
input.gradient_b[1].values[lane] = pair;
ExpectGeometryPacketBitsAndFlags(input, false);
ExpectGeometryPacketBitsAndFlags(input, true);
checks += 2;
}
const auto odd = [](int exponent) {
return std::nextafter(std::ldexp(1.0, exponent),
std::numeric_limits<double>::infinity());
};
for (int exponent : {-470, -471})
for (std::size_t lane = 0; lane < 4; ++lane) {
auto input = GeometryDyadicFixture();
input.gradient_stress[0][0] = {odd(-500), 0};
input.gradient_b[0].values[lane] = {odd(exponent), 0};
ExpectGeometryPacketBitsAndFlags(input, false);
checks++;
}
RecordProperty("avx2_geometry_special_tail_checks", static_cast<int>(checks));
}
TEST(Hex8HighLow, GeometryPacketPreservesOrderedOverflowAndPreparedInvalid) {
if (fesa::hex8_internal::SelectMaterialPacketEvaluator() ==
fesa::hex8_internal::EvaluateMaterialPacketScalar)
GTEST_SKIP() << "Geometry AVX2 masked environment is not selected.";
const double maximum = std::numeric_limits<double>::max();
std::size_t checks = 0;
for (bool overflow_order : {false, true}) {
fesa::hex8_internal::GeometryPacketInput input{};
input.weight = {0.5, 0};
for (std::size_t l = 0; l < 3; ++l)
for (std::size_t lane = 0; lane < 4; ++lane)
input.gradient_b[l].values[lane] = {1, 0};
input.gradient_stress[0][0] = {maximum, 0};
input.gradient_stress[0][1] = {overflow_order ? maximum : -maximum, 0};
input.gradient_stress[0][2] = {overflow_order ? -maximum : maximum, 0};
ExpectGeometryPacketBitsAndFlags(input, false);
ExpectGeometryPacketBitsAndFlags(input, true);
checks += 2;
}
auto input = GeometryDyadicFixture();
const auto invalid_first = fesa::high_low_original::Multiply(
{std::ldexp(1.0, -600), 0}, {std::ldexp(1.0, -500), 0});
input.gradient_stress[0][0] = {invalid_first.high, invalid_first.low};
for (std::size_t lane = 0; lane < 4; ++lane)
input.gradient_b[0].values[lane] = {std::ldexp(1.0, 600), 0};
ExpectGeometryPacketBitsAndFlags(input, false);
ExpectGeometryPacketBitsAndFlags(input, true);
checks += 2;
RecordProperty("avx2_geometry_ordered_invalid_checks", static_cast<int>(checks));
}
#endif
TEST(Hex8HighLow, PacketBackendSelectionRecoversAfterEnvironmentRestoration) { TEST(Hex8HighLow, PacketBackendSelectionRecoversAfterEnvironmentRestoration) {
const auto initial = fesa::hex8_internal::SelectMaterialPacketEvaluator(); const auto initial = fesa::hex8_internal::SelectMaterialPacketEvaluator();
const int rounding = std::fegetround(); const int rounding = std::fegetround();