Clang-format tests, examples, libraries, benchmarks, etc.

This commit is contained in:
Antonio Sánchez
2023-12-05 21:22:55 +00:00
committed by Rasmus Munk Larsen
parent 3252ecc7a4
commit 46e9cdb7fe
876 changed files with 33453 additions and 37795 deletions

View File

@@ -257,8 +257,8 @@ struct packetmath_pcast_ops_runner {
test_cast_runner<Packet, int64_t>::run();
test_cast_runner<Packet, uint64_t>::run();
test_cast_runner<Packet, bool>::run();
test_cast_runner<Packet, std::complex<float> >::run();
test_cast_runner<Packet, std::complex<double> >::run();
test_cast_runner<Packet, std::complex<float>>::run();
test_cast_runner<Packet, std::complex<double>>::run();
test_cast_runner<Packet, half>::run();
test_cast_runner<Packet, bfloat16>::run();
}
@@ -268,8 +268,8 @@ struct packetmath_pcast_ops_runner {
template <typename Scalar, typename Packet>
struct packetmath_pcast_ops_runner<Scalar, Packet, std::enable_if_t<NumTraits<Scalar>::IsComplex>> {
static void run() {
test_cast_runner<Packet, std::complex<float> >::run();
test_cast_runner<Packet, std::complex<double> >::run();
test_cast_runner<Packet, std::complex<float>>::run();
test_cast_runner<Packet, std::complex<double>>::run();
test_cast_runner<Packet, half>::run();
test_cast_runner<Packet, bfloat16>::run();
}
@@ -295,14 +295,14 @@ void packetmath_boolean_mask_ops() {
CHECK_CWISE2_IF(true, internal::pcmp_eq, internal::pcmp_eq);
//Test (-0) == (0) for signed operations
// Test (-0) == (0) for signed operations
for (int i = 0; i < PacketSize; ++i) {
data1[i] = Scalar(-0.0);
data1[i + PacketSize] = internal::random<bool>() ? data1[i] : Scalar(0);
}
CHECK_CWISE2_IF(true, internal::pcmp_eq, internal::pcmp_eq);
//Test NaN
// Test NaN
for (int i = 0; i < PacketSize; ++i) {
data1[i] = NumTraits<Scalar>::quiet_NaN();
data1[i + PacketSize] = internal::random<bool>() ? data1[i] : Scalar(0);
@@ -325,14 +325,14 @@ void packetmath_boolean_mask_ops_real() {
CHECK_CWISE2_IF(true, internal::pcmp_lt_or_nan, internal::pcmp_lt_or_nan);
//Test (-0) <=/< (0) for signed operations
// Test (-0) <=/< (0) for signed operations
for (int i = 0; i < PacketSize; ++i) {
data1[i] = Scalar(-0.0);
data1[i + PacketSize] = internal::random<bool>() ? data1[i] : Scalar(0);
}
CHECK_CWISE2_IF(true, internal::pcmp_lt_or_nan, internal::pcmp_lt_or_nan);
//Test NaN
// Test NaN
for (int i = 0; i < PacketSize; ++i) {
data1[i] = NumTraits<Scalar>::quiet_NaN();
data1[i + PacketSize] = internal::random<bool>() ? data1[i] : Scalar(0);
@@ -348,8 +348,7 @@ struct packetmath_boolean_mask_ops_notcomplex_test {
template <typename Scalar, typename Packet>
struct packetmath_boolean_mask_ops_notcomplex_test<
Scalar, Packet,
std::enable_if_t<internal::packet_traits<Scalar>::HasCmp &&
!internal::is_same<Scalar, bool>::value>> {
std::enable_if_t<internal::packet_traits<Scalar>::HasCmp && !internal::is_same<Scalar, bool>::value>> {
static void run() {
const int PacketSize = internal::unpacket_traits<Packet>::size;
const int size = 2 * PacketSize;
@@ -365,7 +364,7 @@ struct packetmath_boolean_mask_ops_notcomplex_test<
CHECK_CWISE2_IF(true, internal::pcmp_le, internal::pcmp_le);
CHECK_CWISE2_IF(true, internal::pcmp_lt, internal::pcmp_lt);
//Test (-0) <=/< (0) for signed operations
// Test (-0) <=/< (0) for signed operations
for (int i = 0; i < PacketSize; ++i) {
data1[i] = Scalar(-0.0);
data1[i + PacketSize] = internal::random<bool>() ? data1[i] : Scalar(0);
@@ -373,7 +372,7 @@ struct packetmath_boolean_mask_ops_notcomplex_test<
CHECK_CWISE2_IF(true, internal::pcmp_le, internal::pcmp_le);
CHECK_CWISE2_IF(true, internal::pcmp_lt, internal::pcmp_lt);
//Test NaN
// Test NaN
for (int i = 0; i < PacketSize; ++i) {
data1[i] = NumTraits<Scalar>::quiet_NaN();
data1[i + PacketSize] = internal::random<bool>() ? data1[i] : Scalar(0);
@@ -395,9 +394,7 @@ struct packetmath_minus_zero_add_test {
};
template <typename Scalar, typename Packet>
struct packetmath_minus_zero_add_test<
Scalar, Packet,
std::enable_if_t<!NumTraits<Scalar>::IsInteger>> {
struct packetmath_minus_zero_add_test<Scalar, Packet, std::enable_if_t<!NumTraits<Scalar>::IsInteger>> {
static void run() {
const int PacketSize = internal::unpacket_traits<Packet>::size;
const int size = 2 * PacketSize;
@@ -417,17 +414,15 @@ struct packetmath_minus_zero_add_test<
// Only applies to raw types, so will not work for std::complex, Eigen::half
// or Eigen::bfloat16. For those you would need to refer to an underlying
// storage element.
template<typename Packet, typename EnableIf = void>
template <typename Packet, typename EnableIf = void>
struct eigen_optimization_barrier_test {
static void run() {}
};
template<typename Packet>
struct eigen_optimization_barrier_test<Packet, std::enable_if_t<
!NumTraits<Packet>::IsComplex &&
!internal::is_same<Packet, Eigen::half>::value &&
!internal::is_same<Packet, Eigen::bfloat16>::value
>> {
template <typename Packet>
struct eigen_optimization_barrier_test<
Packet, std::enable_if_t<!NumTraits<Packet>::IsComplex && !internal::is_same<Packet, Eigen::half>::value &&
!internal::is_same<Packet, Eigen::bfloat16>::value>> {
static void run() {
typedef typename internal::unpacket_traits<Packet>::type Scalar;
Scalar s = internal::random<Scalar>();
@@ -548,7 +543,6 @@ void packetmath() {
CHECK_CWISE1(numext::conj, internal::pconj);
CHECK_CWISE1_IF(PacketTraits::HasSign, numext::sign, internal::psign);
for (int offset = 0; offset < 3; ++offset) {
for (int i = 0; i < PacketSize; ++i) ref[i] = data1[offset];
internal::pstore(data2, internal::pset1<Packet>(data1[offset]));
@@ -630,7 +624,7 @@ void packetmath() {
// GeneralBlockPanelKernel also checks PacketBlock<Packet,(PacketSize%4)==0?4:PacketSize>;
if (PacketSize > 4 && PacketSize % 4 == 0) {
internal::PacketBlock<Packet, PacketSize%4==0?4:PacketSize> kernel2;
internal::PacketBlock<Packet, PacketSize % 4 == 0 ? 4 : PacketSize> kernel2;
for (int i = 0; i < 4; ++i) {
kernel2.packet[i] = internal::pload<Packet>(data1 + i * PacketSize);
}
@@ -638,13 +632,13 @@ void packetmath() {
int data_counter = 0;
for (int i = 0; i < PacketSize; ++i) {
for (int j = 0; j < 4; ++j) {
data2[data_counter++] = data1[j*PacketSize + i];
data2[data_counter++] = data1[j * PacketSize + i];
}
}
for (int i = 0; i < 4; ++i) {
internal::pstore(data3, kernel2.packet[i]);
for (int j = 0; j < PacketSize; ++j) {
VERIFY(test::isApproxAbs(data3[j], data2[i*PacketSize + j], refvalue) && "ptranspose");
VERIFY(test::isApproxAbs(data3[j], data2[i * PacketSize + j], refvalue) && "ptranspose");
}
}
}
@@ -727,11 +721,11 @@ Scalar log2(Scalar x) {
// Create a functor out of a function so it can be passed (with overloads)
// to another function as an input argument.
#define CREATE_FUNCTOR(Name, Func) \
struct Name { \
template<typename T> \
T operator()(const T& val) const { \
return Func(val); \
} \
struct Name { \
template <typename T> \
T operator()(const T& val) const { \
return Func(val); \
} \
}
CREATE_FUNCTOR(psqrt_functor, internal::psqrt);
@@ -739,8 +733,7 @@ CREATE_FUNCTOR(prsqrt_functor, internal::prsqrt);
// TODO(rmlarsen): Run this test for more functions.
template <bool Cond, typename Scalar, typename Packet, typename RefFunctorT, typename FunctorT>
void packetmath_test_IEEE_corner_cases(const RefFunctorT& ref_fun,
const FunctorT& fun) {
void packetmath_test_IEEE_corner_cases(const RefFunctorT& ref_fun, const FunctorT& fun) {
const int PacketSize = internal::unpacket_traits<Packet>::size;
const Scalar norm_min = (std::numeric_limits<Scalar>::min)();
const Scalar norm_max = (std::numeric_limits<Scalar>::max)();
@@ -755,7 +748,6 @@ void packetmath_test_IEEE_corner_cases(const RefFunctorT& ref_fun,
// Test for subnormals.
if (Cond && std::numeric_limits<Scalar>::has_denorm == std::denorm_present && !EIGEN_ARCH_ARM) {
for (int scale = 1; scale < 5; ++scale) {
// When EIGEN_FAST_MATH is 1 we relax the conditions slightly, and allow the function
// to return the same value for subnormals as the reference would return for zero with
@@ -765,7 +757,7 @@ void packetmath_test_IEEE_corner_cases(const RefFunctorT& ref_fun,
data1[1] = -data1[0];
test::packet_helper<Cond, Packet> h;
h.store(data2, fun(h.load(data1)));
for (int i=0; i < PacketSize; ++i) {
for (int i = 0; i < PacketSize; ++i) {
const Scalar ref_zero = ref_fun(data1[i] < 0 ? -Scalar(0) : Scalar(0));
const Scalar ref_val = ref_fun(data1[i]);
VERIFY(((std::isnan)(data2[i]) && (std::isnan)(ref_val)) || data2[i] == ref_zero ||
@@ -815,12 +807,12 @@ void packetmath_real() {
// Negate with -0.
if (PacketTraits::HasNegate) {
test::packet_helper<PacketTraits::HasNegate,Packet> h;
test::packet_helper<PacketTraits::HasNegate, Packet> h;
data1[0] = Scalar{-0};
h.store(data2, internal::pnegate(h.load(data1)));
typedef typename internal::make_unsigned<typename internal::make_integer<Scalar>::type>::type Bits;
Bits bits = numext::bit_cast<Bits>(data2[0]);
VERIFY_IS_EQUAL(bits, static_cast<Bits>(Bits(1)<<(sizeof(Scalar)*CHAR_BIT - 1)));
VERIFY_IS_EQUAL(bits, static_cast<Bits>(Bits(1) << (sizeof(Scalar) * CHAR_BIT - 1)));
}
for (int i = 0; i < size; ++i) {
@@ -848,15 +840,14 @@ void packetmath_real() {
CHECK_CWISE1_EXACT_IF(PacketTraits::HasRint, numext::rint, internal::print);
CHECK_CWISE1_IF(PacketTraits::HasSign, numext::sign, internal::psign);
packetmath_boolean_mask_ops_real<Scalar,Packet>();
packetmath_boolean_mask_ops_real<Scalar, Packet>();
// Rounding edge cases.
if (PacketTraits::HasRound || PacketTraits::HasCeil || PacketTraits::HasFloor || PacketTraits::HasRint) {
typedef typename internal::make_integer<Scalar>::type IntType;
// Start with values that cannot fit inside an integer, work down to less than one.
Scalar val = numext::mini(
Scalar(2) * static_cast<Scalar>(NumTraits<IntType>::highest()),
NumTraits<Scalar>::highest());
Scalar val =
numext::mini(Scalar(2) * static_cast<Scalar>(NumTraits<IntType>::highest()), NumTraits<Scalar>::highest());
std::vector<Scalar> values;
while (val > Scalar(0.25)) {
// Cover both even and odd, positive and negative cases.
@@ -883,7 +874,7 @@ void packetmath_real() {
values.push_back(-NumTraits<Scalar>::infinity());
values.push_back(NumTraits<Scalar>::quiet_NaN());
for (size_t k=0; k<values.size(); ++k) {
for (size_t k = 0; k < values.size(); ++k) {
data1[0] = values[k];
CHECK_CWISE1_EXACT_IF(PacketTraits::HasRound, numext::round, internal::pround);
CHECK_CWISE1_EXACT_IF(PacketTraits::HasCeil, numext::ceil, internal::pceil);
@@ -901,7 +892,6 @@ void packetmath_real() {
CHECK_CWISE1_IF(PacketTraits::HasATan, std::atan, internal::patan);
CHECK_CWISE1_IF(PacketTraits::HasATanh, std::atanh, internal::patanh);
for (int i = 0; i < size; ++i) {
data1[i] = Scalar(internal::random<double>(-87, 88));
data2[i] = Scalar(internal::random<double>(-87, 88));
@@ -911,28 +901,26 @@ void packetmath_real() {
CHECK_CWISE1_BYREF1_IF(PacketTraits::HasExp, REF_FREXP, internal::pfrexp);
if (PacketTraits::HasExp) {
// Check denormals:
#if !EIGEN_ARCH_ARM
for (int j=0; j<3; ++j) {
data1[0] = Scalar(std::ldexp(1, NumTraits<Scalar>::min_exponent()-j));
// Check denormals:
#if !EIGEN_ARCH_ARM
for (int j = 0; j < 3; ++j) {
data1[0] = Scalar(std::ldexp(1, NumTraits<Scalar>::min_exponent() - j));
CHECK_CWISE1_BYREF1_IF(PacketTraits::HasExp, REF_FREXP, internal::pfrexp);
data1[0] = -data1[0];
CHECK_CWISE1_BYREF1_IF(PacketTraits::HasExp, REF_FREXP, internal::pfrexp);
}
#endif
#endif
// zero
data1[0] = Scalar(0);
CHECK_CWISE1_BYREF1_IF(PacketTraits::HasExp, REF_FREXP, internal::pfrexp);
// inf and NaN only compare output fraction, not exponent.
test::packet_helper<PacketTraits::HasExp,Packet> h;
test::packet_helper<PacketTraits::HasExp, Packet> h;
Packet pout;
Scalar sout;
Scalar special[] = { NumTraits<Scalar>::infinity(),
-NumTraits<Scalar>::infinity(),
NumTraits<Scalar>::quiet_NaN()};
for (int i=0; i<3; ++i) {
Scalar special[] = {NumTraits<Scalar>::infinity(), -NumTraits<Scalar>::infinity(), NumTraits<Scalar>::quiet_NaN()};
for (int i = 0; i < 3; ++i) {
data1[0] = special[i];
ref[0] = Scalar(REF_FREXP(data1[0], ref[PacketSize]));
h.store(data2, internal::pfrexp(h.load(data1), h.forward_reference(pout, sout)));
@@ -945,17 +933,17 @@ void packetmath_real() {
data2[i] = Scalar(internal::random<double>(-1, 1));
}
for (int i = 0; i < PacketSize; ++i) {
data1[i+PacketSize] = Scalar(internal::random<int>(-4, 4));
data2[i+PacketSize] = Scalar(internal::random<double>(-4, 4));
data1[i + PacketSize] = Scalar(internal::random<int>(-4, 4));
data2[i + PacketSize] = Scalar(internal::random<double>(-4, 4));
}
CHECK_CWISE2_IF(PacketTraits::HasExp, REF_LDEXP, internal::pldexp);
if (PacketTraits::HasExp) {
data1[0] = Scalar(-1);
// underflow to zero
data1[PacketSize] = Scalar(NumTraits<Scalar>::min_exponent()-55);
data1[PacketSize] = Scalar(NumTraits<Scalar>::min_exponent() - 55);
CHECK_CWISE2_IF(PacketTraits::HasExp, REF_LDEXP, internal::pldexp);
// overflow to inf
data1[PacketSize] = Scalar(NumTraits<Scalar>::max_exponent()+10);
data1[PacketSize] = Scalar(NumTraits<Scalar>::max_exponent() + 10);
CHECK_CWISE2_IF(PacketTraits::HasExp, REF_LDEXP, internal::pldexp);
// NaN stays NaN
data1[0] = NumTraits<Scalar>::quiet_NaN();
@@ -963,21 +951,19 @@ void packetmath_real() {
VERIFY((numext::isnan)(data2[0]));
// inf stays inf
data1[0] = NumTraits<Scalar>::infinity();
data1[PacketSize] = Scalar(NumTraits<Scalar>::min_exponent()-10);
data1[PacketSize] = Scalar(NumTraits<Scalar>::min_exponent() - 10);
CHECK_CWISE2_IF(PacketTraits::HasExp, REF_LDEXP, internal::pldexp);
// zero stays zero
data1[0] = Scalar(0);
data1[PacketSize] = Scalar(NumTraits<Scalar>::max_exponent()+10);
data1[PacketSize] = Scalar(NumTraits<Scalar>::max_exponent() + 10);
CHECK_CWISE2_IF(PacketTraits::HasExp, REF_LDEXP, internal::pldexp);
// Small number big exponent.
data1[0] = Scalar(std::ldexp(Scalar(1.0), NumTraits<Scalar>::min_exponent()-1));
data1[PacketSize] = Scalar(-NumTraits<Scalar>::min_exponent()
+NumTraits<Scalar>::max_exponent());
data1[0] = Scalar(std::ldexp(Scalar(1.0), NumTraits<Scalar>::min_exponent() - 1));
data1[PacketSize] = Scalar(-NumTraits<Scalar>::min_exponent() + NumTraits<Scalar>::max_exponent());
CHECK_CWISE2_IF(PacketTraits::HasExp, REF_LDEXP, internal::pldexp);
// Big number small exponent.
data1[0] = Scalar(std::ldexp(Scalar(1.0), NumTraits<Scalar>::max_exponent()-1));
data1[PacketSize] = Scalar(+NumTraits<Scalar>::min_exponent()
-NumTraits<Scalar>::max_exponent());
data1[0] = Scalar(std::ldexp(Scalar(1.0), NumTraits<Scalar>::max_exponent() - 1));
data1[PacketSize] = Scalar(+NumTraits<Scalar>::min_exponent() - NumTraits<Scalar>::max_exponent());
CHECK_CWISE2_IF(PacketTraits::HasExp, REF_LDEXP, internal::pldexp);
}
@@ -1113,9 +1099,8 @@ void packetmath_real() {
packetmath_test_IEEE_corner_cases<PacketTraits::HasRsqrt, Scalar, Packet>(numext::rsqrt<Scalar>, prsqrt_functor());
// TODO(rmlarsen): Re-enable for half and bfloat16.
if (PacketTraits::HasCos
&& !internal::is_same<Scalar, half>::value
&& !internal::is_same<Scalar, bfloat16>::value) {
if (PacketTraits::HasCos && !internal::is_same<Scalar, half>::value &&
!internal::is_same<Scalar, bfloat16>::value) {
test::packet_helper<PacketTraits::HasCos, Packet> h;
for (Scalar k = Scalar(1); k < Scalar(10000) / NumTraits<Scalar>::epsilon(); k *= Scalar(2)) {
for (int k1 = 0; k1 <= 1; ++k1) {
@@ -1176,44 +1161,43 @@ void packetmath_real() {
h.store(data2, internal::preciprocal(h.load(data1)));
VERIFY_IS_EQUAL(data2[0], zero);
VERIFY_IS_EQUAL(data2[1], -zero);
}
}
#define CAST_CHECK_CWISE1_IF(COND, REFOP, POP, SCALAR, REFTYPE) if(COND) { \
test::packet_helper<COND,Packet> h; \
for (int i=0; i<PacketSize; ++i) \
ref[i] = SCALAR(REFOP(static_cast<REFTYPE>(data1[i]))); \
h.store(data2, POP(h.load(data1))); \
VERIFY(test::areApprox(ref, data2, PacketSize) && #POP); \
#define CAST_CHECK_CWISE1_IF(COND, REFOP, POP, SCALAR, REFTYPE) \
if (COND) { \
test::packet_helper<COND, Packet> h; \
for (int i = 0; i < PacketSize; ++i) ref[i] = SCALAR(REFOP(static_cast<REFTYPE>(data1[i]))); \
h.store(data2, POP(h.load(data1))); \
VERIFY(test::areApprox(ref, data2, PacketSize) && #POP); \
}
template <typename Scalar>
Scalar propagate_nan_max(const Scalar& a, const Scalar& b) {
if ((numext::isnan)(a)) return a;
if ((numext::isnan)(b)) return b;
return (numext::maxi)(a,b);
return (numext::maxi)(a, b);
}
template <typename Scalar>
Scalar propagate_nan_min(const Scalar& a, const Scalar& b) {
if ((numext::isnan)(a)) return a;
if ((numext::isnan)(b)) return b;
return (numext::mini)(a,b);
return (numext::mini)(a, b);
}
template <typename Scalar>
Scalar propagate_number_max(const Scalar& a, const Scalar& b) {
if ((numext::isnan)(a)) return b;
if ((numext::isnan)(b)) return a;
return (numext::maxi)(a,b);
return (numext::maxi)(a, b);
}
template <typename Scalar>
Scalar propagate_number_min(const Scalar& a, const Scalar& b) {
if ((numext::isnan)(a)) return b;
if ((numext::isnan)(b)) return a;
return (numext::mini)(a,b);
return (numext::mini)(a, b);
}
template <typename Scalar, typename Packet>
@@ -1271,28 +1255,31 @@ void packetmath_notcomplex() {
}
}
// Test NaN propagation.
if (!NumTraits<Scalar>::IsInteger) {
// Test reductions with no NaNs.
ref[0] = data1[0];
for (int i = 0; i < PacketSize; ++i) ref[0] = internal::pmin<PropagateNumbers>(ref[0], data1[i]);
VERIFY(internal::isApprox(ref[0], internal::predux_min<PropagateNumbers>(internal::pload<Packet>(data1))) && "internal::predux_min<PropagateNumbers>");
VERIFY(internal::isApprox(ref[0], internal::predux_min<PropagateNumbers>(internal::pload<Packet>(data1))) &&
"internal::predux_min<PropagateNumbers>");
ref[0] = data1[0];
for (int i = 0; i < PacketSize; ++i) ref[0] = internal::pmin<PropagateNaN>(ref[0], data1[i]);
VERIFY(internal::isApprox(ref[0], internal::predux_min<PropagateNaN>(internal::pload<Packet>(data1))) && "internal::predux_min<PropagateNaN>");
VERIFY(internal::isApprox(ref[0], internal::predux_min<PropagateNaN>(internal::pload<Packet>(data1))) &&
"internal::predux_min<PropagateNaN>");
ref[0] = data1[0];
for (int i = 0; i < PacketSize; ++i) ref[0] = internal::pmax<PropagateNumbers>(ref[0], data1[i]);
VERIFY(internal::isApprox(ref[0], internal::predux_max<PropagateNumbers>(internal::pload<Packet>(data1))) && "internal::predux_max<PropagateNumbers>");
VERIFY(internal::isApprox(ref[0], internal::predux_max<PropagateNumbers>(internal::pload<Packet>(data1))) &&
"internal::predux_max<PropagateNumbers>");
ref[0] = data1[0];
for (int i = 0; i < PacketSize; ++i) ref[0] = internal::pmax<PropagateNaN>(ref[0], data1[i]);
VERIFY(internal::isApprox(ref[0], internal::predux_max<PropagateNaN>(internal::pload<Packet>(data1))) && "internal::predux_max<PropagateNumbers>");
VERIFY(internal::isApprox(ref[0], internal::predux_max<PropagateNaN>(internal::pload<Packet>(data1))) &&
"internal::predux_max<PropagateNumbers>");
// A single NaN.
const size_t index = std::numeric_limits<size_t>::quiet_NaN() % PacketSize;
data1[index] = NumTraits<Scalar>::quiet_NaN();
VERIFY(PacketSize==1 || !(numext::isnan)(internal::predux_min<PropagateNumbers>(internal::pload<Packet>(data1))));
VERIFY(PacketSize == 1 || !(numext::isnan)(internal::predux_min<PropagateNumbers>(internal::pload<Packet>(data1))));
VERIFY((numext::isnan)(internal::predux_min<PropagateNaN>(internal::pload<Packet>(data1))));
VERIFY(PacketSize==1 || !(numext::isnan)(internal::predux_max<PropagateNumbers>(internal::pload<Packet>(data1))));
VERIFY(PacketSize == 1 || !(numext::isnan)(internal::predux_max<PropagateNumbers>(internal::pload<Packet>(data1))));
VERIFY((numext::isnan)(internal::predux_max<PropagateNaN>(internal::pload<Packet>(data1))));
// All NaNs.
for (int i = 0; i < 4 * PacketSize; ++i) data1[i] = NumTraits<Scalar>::quiet_NaN();
@@ -1529,8 +1516,8 @@ EIGEN_DECLARE_TEST(packetmath) {
CALL_SUBTEST_8(test::runner<uint32_t>::run());
CALL_SUBTEST_9(test::runner<int64_t>::run());
CALL_SUBTEST_10(test::runner<uint64_t>::run());
CALL_SUBTEST_11(test::runner<std::complex<float> >::run());
CALL_SUBTEST_12(test::runner<std::complex<double> >::run());
CALL_SUBTEST_11(test::runner<std::complex<float>>::run());
CALL_SUBTEST_12(test::runner<std::complex<double>>::run());
CALL_SUBTEST_13(test::runner<half>::run());
CALL_SUBTEST_14((packetmath<bool, internal::packet_traits<bool>::type>()));
CALL_SUBTEST_15(test::runner<bfloat16>::run());