#include <cfloat>
#include <cmath>
#include <cstdio>
#include <limits>
#include <sstream>
#include <string>
#include <tuple>
#include <utility>
#include <vector>
#include "gmock/gmock.h"
#include "source/util/hex_float.h"
#include "test/unit_spirv.h"
namespace spvtools {
namespace utils {
namespace {
using ::testing::Eq;
using HexFloatTest =
::testing::TestWithParam<std::pair<FloatProxy<float>, std::string>>;
using DecodeHexFloatTest =
::testing::TestWithParam<std::pair<std::string, FloatProxy<float>>>;
using HexDoubleTest =
::testing::TestWithParam<std::pair<FloatProxy<double>, std::string>>;
using DecodeHexDoubleTest =
::testing::TestWithParam<std::pair<std::string, FloatProxy<double>>>;
using RoundTripFloatTest = ::testing::TestWithParam<float>;
using RoundTripDoubleTest = ::testing::TestWithParam<double>;
template <typename T>
std::string EncodeViaHexFloat(const T& value) {
std::stringstream ss;
ss << HexFloat<T>(value);
return ss.str();
}
TEST_P(HexFloatTest, EncodeCorrectly) {
EXPECT_THAT(EncodeViaHexFloat(GetParam().first), Eq(GetParam().second));
}
TEST_P(HexDoubleTest, EncodeCorrectly) {
EXPECT_THAT(EncodeViaHexFloat(GetParam().first), Eq(GetParam().second));
}
template <typename T>
FloatProxy<T> Decode(const std::string& str) {
HexFloat<FloatProxy<T>> decoded(0.f);
EXPECT_TRUE((std::stringstream(str) >> decoded).eof());
return decoded.value();
}
TEST_P(HexFloatTest, DecodeCorrectly) {
EXPECT_THAT(Decode<float>(GetParam().second), Eq(GetParam().first));
}
TEST_P(HexDoubleTest, DecodeCorrectly) {
EXPECT_THAT(Decode<double>(GetParam().second), Eq(GetParam().first));
}
INSTANTIATE_TEST_SUITE_P(
Float32Tests, HexFloatTest,
::testing::ValuesIn(std::vector<std::pair<FloatProxy<float>, std::string>>({
{0.f, "0x0p+0"},
{1.f, "0x1p+0"},
{2.f, "0x1p+1"},
{3.f, "0x1.8p+1"},
{0.5f, "0x1p-1"},
{0.25f, "0x1p-2"},
{0.75f, "0x1.8p-1"},
{-0.f, "-0x0p+0"},
{-1.f, "-0x1p+0"},
{-0.5f, "-0x1p-1"},
{-0.25f, "-0x1p-2"},
{-0.75f, "-0x1.8p-1"},
{512.f, "0x1p+9"},
{-512.f, "-0x1p+9"},
{1024.f, "0x1p+10"},
{-1024.f, "-0x1p+10"},
{1024.f + 8.f, "0x1.02p+10"},
{-1024.f - 8.f, "-0x1.02p+10"},
{1.0f / 512.f, "0x1p-9"},
{1.0f / -512.f, "-0x1p-9"},
{1.0f / 1024.f, "0x1p-10"},
{1.0f / -1024.f, "-0x1p-10"},
{1.0f / 1024.f + 1.0f / 8.f, "0x1.02p-3"},
{1.0f / -1024.f - 1.0f / 8.f, "-0x1.02p-3"},
{float(ldexp(1.0f, -126)), "0x1p-126"},
{float(ldexp(-1.0f, -126)), "-0x1p-126"},
{float(ldexp(1.0f, -127)), "0x1p-127"},
{float(ldexp(1.0f, -127) / 2.0f), "0x1p-128"},
{float(ldexp(1.0f, -127) / 4.0f), "0x1p-129"},
{float(ldexp(1.0f, -127) / 8.0f), "0x1p-130"},
{float(ldexp(-1.0f, -127)), "-0x1p-127"},
{float(ldexp(-1.0f, -127) / 2.0f), "-0x1p-128"},
{float(ldexp(-1.0f, -127) / 4.0f), "-0x1p-129"},
{float(ldexp(-1.0f, -127) / 8.0f), "-0x1p-130"},
{float(ldexp(1.0, -127) + (ldexp(1.0, -127) / 2.0f)), "0x1.8p-127"},
{float(ldexp(1.0, -127) / 2.0 + (ldexp(1.0, -127) / 4.0f)),
"0x1.8p-128"},
})));
INSTANTIATE_TEST_SUITE_P(
Float32NanTests, HexFloatTest,
::testing::ValuesIn(std::vector<std::pair<FloatProxy<float>, std::string>>({
{uint32_t(0xFF800000), "-0x1p+128"}, {uint32_t(0x7F800000), "0x1p+128"}, {uint32_t(0xFFC00000), "-0x1.8p+128"}, {uint32_t(0xFF800100), "-0x1.0002p+128"}, {uint32_t(0xFF800c00), "-0x1.0018p+128"}, {uint32_t(0xFF80F000), "-0x1.01ep+128"}, {uint32_t(0xFFFFFFFF), "-0x1.fffffep+128"}, {uint32_t(0x7FC00000), "0x1.8p+128"}, {uint32_t(0x7F800100), "0x1.0002p+128"}, {uint32_t(0x7f800c00), "0x1.0018p+128"}, {uint32_t(0x7F80F000), "0x1.01ep+128"}, {uint32_t(0x7FFFFFFF), "0x1.fffffep+128"}, })));
INSTANTIATE_TEST_SUITE_P(
Float64Tests, HexDoubleTest,
::testing::ValuesIn(
std::vector<std::pair<FloatProxy<double>, std::string>>({
{0., "0x0p+0"},
{1., "0x1p+0"},
{2., "0x1p+1"},
{3., "0x1.8p+1"},
{0.5, "0x1p-1"},
{0.25, "0x1p-2"},
{0.75, "0x1.8p-1"},
{-0., "-0x0p+0"},
{-1., "-0x1p+0"},
{-0.5, "-0x1p-1"},
{-0.25, "-0x1p-2"},
{-0.75, "-0x1.8p-1"},
{512., "0x1p+9"},
{-512., "-0x1p+9"},
{1024., "0x1p+10"},
{-1024., "-0x1p+10"},
{1024. + 8., "0x1.02p+10"},
{-1024. - 8., "-0x1.02p+10"},
{ldexp(1.0, 128), "0x1p+128"},
{ldexp(1.0, 129), "0x1p+129"},
{ldexp(-1.0, 128), "-0x1p+128"},
{ldexp(-1.0, 129), "-0x1p+129"},
{ldexp(1.0, 128) + ldexp(1.0, 90), "0x1.0000000004p+128"},
{ldexp(1.0, 129) + ldexp(1.0, 120), "0x1.008p+129"},
{ldexp(-1.0, 128) + ldexp(1.0, 90), "-0x1.fffffffff8p+127"},
{ldexp(-1.0, 129) + ldexp(1.0, 120), "-0x1.ffp+128"},
{1.0 / 512., "0x1p-9"},
{1.0 / -512., "-0x1p-9"},
{1.0 / 1024., "0x1p-10"},
{1.0 / -1024., "-0x1p-10"},
{1.0 / 1024. + 1.0 / 8., "0x1.02p-3"},
{1.0 / -1024. - 1.0 / 8., "-0x1.02p-3"},
{ldexp(1.0, -128), "0x1p-128"},
{ldexp(1.0, -129), "0x1p-129"},
{ldexp(-1.0, -128), "-0x1p-128"},
{ldexp(-1.0, -129), "-0x1p-129"},
{ldexp(1.0, -128) + ldexp(1.0, -90), "0x1.0000000004p-90"},
{ldexp(1.0, -129) + ldexp(1.0, -120), "0x1.008p-120"},
{ldexp(-1.0, -128) + ldexp(1.0, -90), "0x1.fffffffff8p-91"},
{ldexp(-1.0, -129) + ldexp(1.0, -120), "0x1.ffp-121"},
{ldexp(1.0, -1022), "0x1p-1022"},
{ldexp(-1.0, -1022), "-0x1p-1022"},
{ldexp(1.0, -1023), "0x1p-1023"},
{ldexp(1.0, -1023) / 2.0, "0x1p-1024"},
{ldexp(1.0, -1023) / 4.0, "0x1p-1025"},
{ldexp(1.0, -1023) / 8.0, "0x1p-1026"},
{ldexp(-1.0, -1024), "-0x1p-1024"},
{ldexp(-1.0, -1024) / 2.0, "-0x1p-1025"},
{ldexp(-1.0, -1024) / 4.0, "-0x1p-1026"},
{ldexp(-1.0, -1024) / 8.0, "-0x1p-1027"},
{ldexp(1.0, -1023) + (ldexp(1.0, -1023) / 2.0), "0x1.8p-1023"},
{ldexp(1.0, -1023) / 2.0 + (ldexp(1.0, -1023) / 4.0),
"0x1.8p-1024"},
})));
INSTANTIATE_TEST_SUITE_P(
Float64NanTests, HexDoubleTest,
::testing::ValuesIn(std::vector<
std::pair<FloatProxy<double>, std::string>>({
{uint64_t(0xFFF0000000000000LL), "-0x1p+1024"}, {uint64_t(0x7FF0000000000000LL), "0x1p+1024"}, {uint64_t(0xFFF8000000000000LL), "-0x1.8p+1024"}, {uint64_t(0xFFF0F00000000000LL), "-0x1.0fp+1024"}, {uint64_t(0xFFF0000000000001LL), "-0x1.0000000000001p+1024"}, {uint64_t(0xFFF0000300000000LL), "-0x1.00003p+1024"}, {uint64_t(0xFFFFFFFFFFFFFFFFLL), "-0x1.fffffffffffffp+1024"}, {uint64_t(0x7FF8000000000000LL), "0x1.8p+1024"}, {uint64_t(0x7FF0F00000000000LL), "0x1.0fp+1024"}, {uint64_t(0x7FF0000000000001LL), "0x1.0000000000001p+1024"}, {uint64_t(0x7FF0000300000000LL), "0x1.00003p+1024"}, {uint64_t(0x7FFFFFFFFFFFFFFFLL), "0x1.fffffffffffffp+1024"}, })));
TEST_P(RoundTripFloatTest, CanStoreAccurately) {
std::stringstream ss;
ss << FloatProxy<float>(GetParam());
ss.seekg(0);
FloatProxy<float> res;
ss >> res;
EXPECT_THAT(GetParam(), Eq(res.getAsFloat()));
}
TEST_P(RoundTripDoubleTest, CanStoreAccurately) {
std::stringstream ss;
ss << FloatProxy<double>(GetParam());
ss.seekg(0);
FloatProxy<double> res;
ss >> res;
EXPECT_THAT(GetParam(), Eq(res.getAsFloat()));
}
INSTANTIATE_TEST_SUITE_P(
Float32StoreTests, RoundTripFloatTest,
::testing::ValuesIn(std::vector<float>(
{ 3.0000002f})));
INSTANTIATE_TEST_SUITE_P(
Float64StoreTests, RoundTripDoubleTest,
::testing::ValuesIn(std::vector<double>(
{ 1.5000000000000002})));
TEST(HexFloatStreamTest, OperatorLeftShiftPreservesFloatAndFill) {
std::stringstream s;
s << std::setw(4) << std::oct << std::setfill('x') << 8 << " "
<< FloatProxy<float>(uint32_t(0xFF800100)) << " " << std::setw(4) << 9;
EXPECT_THAT(s.str(), Eq(std::string("xx10 -0x1.0002p+128 xx11")));
}
TEST(HexDoubleStreamTest, OperatorLeftShiftPreservesFloatAndFill) {
std::stringstream s;
s << std::setw(4) << std::oct << std::setfill('x') << 8 << " "
<< FloatProxy<double>(uint64_t(0x7FF0F00000000000LL)) << " " << std::setw(4)
<< 9;
EXPECT_THAT(s.str(), Eq(std::string("xx10 0x1.0fp+1024 xx11")));
}
TEST_P(DecodeHexFloatTest, DecodeCorrectly) {
EXPECT_THAT(Decode<float>(GetParam().first), Eq(GetParam().second));
}
TEST_P(DecodeHexDoubleTest, DecodeCorrectly) {
EXPECT_THAT(Decode<double>(GetParam().first), Eq(GetParam().second));
}
INSTANTIATE_TEST_SUITE_P(
Float32DecodeTests, DecodeHexFloatTest,
::testing::ValuesIn(std::vector<std::pair<std::string, FloatProxy<float>>>({
{"0x0p+000", 0.f},
{"0x0p0", 0.f},
{"0x0p-0", 0.f},
{"0x1p-500", 0.f}, {"-0x1p-500", -0.f},
{"0x0.00000000001p-126", 0.f}, {"-0x0.0000000001p-127", -0.f},
{"-0x0.01p-142", -0.f}, {"0x0.01p-142", 0.f},
{"0x2p+0", 2.f},
{"0xFFp+0", 255.f},
{"0x0.8p+0", 0.5f},
{"0x0.4p+0", 0.25f},
})));
INSTANTIATE_TEST_SUITE_P(
Float32DecodeInfTests, DecodeHexFloatTest,
::testing::ValuesIn(std::vector<std::pair<std::string, FloatProxy<float>>>({
{"-0x1p+128", uint32_t(0xFF800000)}, {"0x32p+127", uint32_t(0x7F800000)}, {"0x32p+500", uint32_t(0x7F800000)}, {"-0x32p+127", uint32_t(0xFF800000)}, })));
INSTANTIATE_TEST_SUITE_P(
Float64DecodeTests, DecodeHexDoubleTest,
::testing::ValuesIn(
std::vector<std::pair<std::string, FloatProxy<double>>>({
{"0x0p+000", 0.},
{"0x0p0", 0.},
{"0x0p-0", 0.},
{"0x1p-5000", 0.}, {"-0x1p-5000", -0.},
{"0x0.0000000000000001p-1023", 0.}, {"-0x0.000000000000001p-1024", -0.},
{"-0x0.01p-1090", -0.f}, {"0x0.01p-1090", 0.},
{"0x2p+0", 2.},
{"0xFFp+0", 255.},
{"0x0.8p+0", 0.5},
{"0x0.4p+0", 0.25},
})));
INSTANTIATE_TEST_SUITE_P(
Float64DecodeInfTests, DecodeHexDoubleTest,
::testing::ValuesIn(
std::vector<std::pair<std::string, FloatProxy<double>>>({
{"-0x1p+1024", uint64_t(0xFFF0000000000000)}, {"0x32p+1023", uint64_t(0x7FF0000000000000)}, {"0x32p+5000", uint64_t(0x7FF0000000000000)}, {"-0x32p+1023", uint64_t(0xFFF0000000000000)}, })));
TEST(FloatProxy, ValidConversion) {
EXPECT_THAT(FloatProxy<float>(1.f).getAsFloat(), Eq(1.0f));
EXPECT_THAT(FloatProxy<float>(32.f).getAsFloat(), Eq(32.0f));
EXPECT_THAT(FloatProxy<float>(-1.f).getAsFloat(), Eq(-1.0f));
EXPECT_THAT(FloatProxy<float>(0.f).getAsFloat(), Eq(0.0f));
EXPECT_THAT(FloatProxy<float>(-0.f).getAsFloat(), Eq(-0.0f));
EXPECT_THAT(FloatProxy<float>(1.2e32f).getAsFloat(), Eq(1.2e32f));
EXPECT_TRUE(std::isinf(FloatProxy<float>(uint32_t(0xFF800000)).getAsFloat()));
EXPECT_TRUE(std::isinf(FloatProxy<float>(uint32_t(0x7F800000)).getAsFloat()));
EXPECT_TRUE(std::isnan(FloatProxy<float>(uint32_t(0xFFC00000)).getAsFloat()));
EXPECT_TRUE(std::isnan(FloatProxy<float>(uint32_t(0xFF800100)).getAsFloat()));
EXPECT_TRUE(std::isnan(FloatProxy<float>(uint32_t(0xFF800c00)).getAsFloat()));
EXPECT_TRUE(std::isnan(FloatProxy<float>(uint32_t(0xFF80F000)).getAsFloat()));
EXPECT_TRUE(std::isnan(FloatProxy<float>(uint32_t(0xFFFFFFFF)).getAsFloat()));
EXPECT_TRUE(std::isnan(FloatProxy<float>(uint32_t(0x7FC00000)).getAsFloat()));
EXPECT_TRUE(std::isnan(FloatProxy<float>(uint32_t(0x7F800100)).getAsFloat()));
EXPECT_TRUE(std::isnan(FloatProxy<float>(uint32_t(0x7f800c00)).getAsFloat()));
EXPECT_TRUE(std::isnan(FloatProxy<float>(uint32_t(0x7F80F000)).getAsFloat()));
EXPECT_TRUE(std::isnan(FloatProxy<float>(uint32_t(0x7FFFFFFF)).getAsFloat()));
EXPECT_THAT(FloatProxy<float>(uint32_t(0xFF800000)).data(), Eq(0xFF800000u));
EXPECT_THAT(FloatProxy<float>(uint32_t(0x7F800000)).data(), Eq(0x7F800000u));
EXPECT_THAT(FloatProxy<float>(uint32_t(0xFFC00000)).data(), Eq(0xFFC00000u));
EXPECT_THAT(FloatProxy<float>(uint32_t(0xFF800100)).data(), Eq(0xFF800100u));
EXPECT_THAT(FloatProxy<float>(uint32_t(0xFF800c00)).data(), Eq(0xFF800c00u));
EXPECT_THAT(FloatProxy<float>(uint32_t(0xFF80F000)).data(), Eq(0xFF80F000u));
EXPECT_THAT(FloatProxy<float>(uint32_t(0xFFFFFFFF)).data(), Eq(0xFFFFFFFFu));
EXPECT_THAT(FloatProxy<float>(uint32_t(0x7FC00000)).data(), Eq(0x7FC00000u));
EXPECT_THAT(FloatProxy<float>(uint32_t(0x7F800100)).data(), Eq(0x7F800100u));
EXPECT_THAT(FloatProxy<float>(uint32_t(0x7f800c00)).data(), Eq(0x7f800c00u));
EXPECT_THAT(FloatProxy<float>(uint32_t(0x7F80F000)).data(), Eq(0x7F80F000u));
EXPECT_THAT(FloatProxy<float>(uint32_t(0x7FFFFFFF)).data(), Eq(0x7FFFFFFFu));
}
TEST(FloatProxy, Nan) {
EXPECT_TRUE(FloatProxy<float>(uint32_t(0xFFC00000)).isNan());
EXPECT_TRUE(FloatProxy<float>(uint32_t(0xFF800100)).isNan());
EXPECT_TRUE(FloatProxy<float>(uint32_t(0xFF800c00)).isNan());
EXPECT_TRUE(FloatProxy<float>(uint32_t(0xFF80F000)).isNan());
EXPECT_TRUE(FloatProxy<float>(uint32_t(0xFFFFFFFF)).isNan());
EXPECT_TRUE(FloatProxy<float>(uint32_t(0x7FC00000)).isNan());
EXPECT_TRUE(FloatProxy<float>(uint32_t(0x7F800100)).isNan());
EXPECT_TRUE(FloatProxy<float>(uint32_t(0x7f800c00)).isNan());
EXPECT_TRUE(FloatProxy<float>(uint32_t(0x7F80F000)).isNan());
EXPECT_TRUE(FloatProxy<float>(uint32_t(0x7FFFFFFF)).isNan());
}
TEST(FloatProxy, Negation) {
EXPECT_THAT((-FloatProxy<float>(1.f)).getAsFloat(), Eq(-1.0f));
EXPECT_THAT((-FloatProxy<float>(0.f)).getAsFloat(), Eq(-0.0f));
EXPECT_THAT((-FloatProxy<float>(-1.f)).getAsFloat(), Eq(1.0f));
EXPECT_THAT((-FloatProxy<float>(-0.f)).getAsFloat(), Eq(0.0f));
EXPECT_THAT((-FloatProxy<float>(32.f)).getAsFloat(), Eq(-32.0f));
EXPECT_THAT((-FloatProxy<float>(-32.f)).getAsFloat(), Eq(32.0f));
EXPECT_THAT((-FloatProxy<float>(1.2e32f)).getAsFloat(), Eq(-1.2e32f));
EXPECT_THAT((-FloatProxy<float>(-1.2e32f)).getAsFloat(), Eq(1.2e32f));
EXPECT_THAT(
(-FloatProxy<float>(std::numeric_limits<float>::infinity())).getAsFloat(),
Eq(-std::numeric_limits<float>::infinity()));
EXPECT_THAT((-FloatProxy<float>(-std::numeric_limits<float>::infinity()))
.getAsFloat(),
Eq(std::numeric_limits<float>::infinity()));
}
using FloatProxyFloatTest =
::testing::TestWithParam<std::pair<FloatProxy<float>, std::string>>;
using FloatProxyDoubleTest =
::testing::TestWithParam<std::pair<FloatProxy<double>, std::string>>;
template <typename T>
std::string EncodeViaFloatProxy(const T& value) {
std::stringstream ss;
ss << value;
return ss.str();
}
std::string NormalizeExponentInFloatString(std::string in) {
std::string result;
std::vector<char> prefix(in.size() + 1);
char e;
char plus_or_minus;
int exponent; if ((4 == std::sscanf(in.c_str(), "%[-+.0123456789]%c%c%d", prefix.data(), &e,
&plus_or_minus, &exponent)) &&
(e == 'e' || e == 'E') &&
(plus_or_minus == '-' || plus_or_minus == '+')) {
std::stringstream out;
out << prefix.data() << 'e' << plus_or_minus << exponent;
result = out.str();
} else {
result = in;
}
return result;
}
TEST(NormalizeFloat, Sample) {
EXPECT_THAT(NormalizeExponentInFloatString(""), Eq(""));
EXPECT_THAT(NormalizeExponentInFloatString("1e-12"), Eq("1e-12"));
EXPECT_THAT(NormalizeExponentInFloatString("1E+14"), Eq("1e+14"));
EXPECT_THAT(NormalizeExponentInFloatString("1e-0012"), Eq("1e-12"));
EXPECT_THAT(NormalizeExponentInFloatString("1.263E+014"), Eq("1.263e+14"));
}
TEST_P(FloatProxyFloatTest, EncodeCorrectly) {
EXPECT_THAT(
NormalizeExponentInFloatString(EncodeViaFloatProxy(GetParam().first)),
Eq(GetParam().second));
}
TEST_P(FloatProxyDoubleTest, EncodeCorrectly) {
EXPECT_THAT(
NormalizeExponentInFloatString(EncodeViaFloatProxy(GetParam().first)),
Eq(GetParam().second));
}
INSTANTIATE_TEST_SUITE_P(
Float32Tests, FloatProxyFloatTest,
::testing::ValuesIn(std::vector<std::pair<FloatProxy<float>, std::string>>({
{0.f, "0"},
{1.f, "1"},
{-0.25f, "-0.25"},
{1000.0f, "1000"},
{float(ldexp(1.f, 126)), "8.50705917e+37"},
{float(ldexp(-1.f, -126)), "-1.17549435e-38"},
{float(ldexp(1.0f, -127)), "0x1p-127"},
{float(ldexp(1.5f, -128)), "0x1.8p-128"},
{float(ldexp(1.25, -129)), "0x1.4p-129"},
{float(ldexp(1.125, -130)), "0x1.2p-130"},
{float(ldexp(-1.0f, -127)), "-0x1p-127"},
{float(ldexp(-1.0f, -128)), "-0x1p-128"},
{float(ldexp(-1.0f, -129)), "-0x1p-129"},
{float(ldexp(-1.5f, -130)), "-0x1.8p-130"},
{FloatProxy<float>(uint32_t(0xFFC00000)), "-0x1.8p+128"},
{FloatProxy<float>(uint32_t(0xFF800100)), "-0x1.0002p+128"},
{std::numeric_limits<float>::infinity(), "0x1p+128"},
{-std::numeric_limits<float>::infinity(), "-0x1p+128"},
})));
INSTANTIATE_TEST_SUITE_P(
Float64Tests, FloatProxyDoubleTest,
::testing::ValuesIn(
std::vector<std::pair<FloatProxy<double>, std::string>>({
{0., "0"},
{1., "1"},
{-0.25, "-0.25"},
{1000.0, "1000"},
{ldexp(1.0, 128), "3.4028236692093846e+38"},
{ldexp(1.5, 129), "1.0208471007628154e+39"},
{ldexp(-1.0, 128), "-3.4028236692093846e+38"},
{ldexp(-1.5, 129), "-1.0208471007628154e+39"},
{ldexp(1.5, -129), "2.2040519077917891e-39"},
{ldexp(-1.5, -129), "-2.2040519077917891e-39"},
{ldexp(1.0, -1022), "2.2250738585072014e-308"},
{ldexp(-1.0, -1022), "-2.2250738585072014e-308"},
{ldexp(1.125, -1023), "0x1.2p-1023"},
{ldexp(-1.375, -1024), "-0x1.6p-1024"},
{uint64_t(0x7FF8000000000000LL), "0x1.8p+1024"},
{uint64_t(0xFFF0F00000000000LL), "-0x1.0fp+1024"},
{std::numeric_limits<double>::infinity(), "0x1p+1024"},
{-std::numeric_limits<double>::infinity(), "-0x1p+1024"},
})));
int32_t unbiased_exponent(double f) {
return HexFloat<FloatProxy<float>>(static_cast<float>(f))
.getUnbiasedNormalizedExponent();
}
int16_t unbiased_half_exponent(uint16_t f) {
return HexFloat<FloatProxy<Float16>>(f).getUnbiasedNormalizedExponent();
}
int8_t unbiased_E4M3_exponent(uint8_t f) {
return HexFloat<FloatProxy<Float8_E4M3>>(f).getUnbiasedNormalizedExponent();
}
int8_t unbiased_E5M2_exponent(uint8_t f) {
return HexFloat<FloatProxy<Float8_E5M2>>(f).getUnbiasedNormalizedExponent();
}
TEST(HexFloatOperationTest, UnbiasedExponent) {
EXPECT_EQ(0, unbiased_exponent(ldexp(1.0f, 0)));
EXPECT_EQ(-32, unbiased_exponent(ldexp(1.0f, -32)));
EXPECT_EQ(42, unbiased_exponent(ldexp(1.0f, 42)));
EXPECT_EQ(125, unbiased_exponent(ldexp(1.0f, 125)));
EXPECT_EQ(128,
HexFloat<FloatProxy<float>>(std::numeric_limits<float>::infinity())
.getUnbiasedNormalizedExponent());
EXPECT_EQ(-100, unbiased_exponent(ldexp(1.0f, -100)));
EXPECT_EQ(-127, unbiased_exponent(ldexp(1.0f, -127))); EXPECT_EQ(-128, unbiased_exponent(ldexp(1.0f, -128)));
EXPECT_EQ(-129, unbiased_exponent(ldexp(1.0f, -129)));
EXPECT_EQ(-140, unbiased_exponent(ldexp(1.0f, -140)));
EXPECT_EQ(-126 - 23, unbiased_exponent(ldexp(1.0f, -126 - 23)));
EXPECT_EQ(0, unbiased_exponent(ldexp(1.0f, -127 - 23)));
EXPECT_EQ(0, unbiased_half_exponent(0x3C00));
EXPECT_EQ(3, unbiased_half_exponent(0x4800));
EXPECT_EQ(-1, unbiased_half_exponent(0x3800));
EXPECT_EQ(-14, unbiased_half_exponent(0x0400));
EXPECT_EQ(16, unbiased_half_exponent(0x7C00));
EXPECT_EQ(10, unbiased_half_exponent(0x6400));
EXPECT_EQ(-24, unbiased_half_exponent(0x0001));
EXPECT_EQ(0, unbiased_E4M3_exponent(0x38));
EXPECT_EQ(3, unbiased_E4M3_exponent(0x50));
EXPECT_EQ(-1, unbiased_E4M3_exponent(0x30));
EXPECT_EQ(-6, unbiased_E4M3_exponent(0x08));
EXPECT_EQ(8, unbiased_E4M3_exponent(0x78));
EXPECT_EQ(-9, unbiased_E4M3_exponent(0x01));
EXPECT_EQ(0, unbiased_E5M2_exponent(0x3C));
EXPECT_EQ(3, unbiased_E5M2_exponent(0x48));
EXPECT_EQ(-1, unbiased_E5M2_exponent(0x38));
EXPECT_EQ(-14, unbiased_E5M2_exponent(0x04));
EXPECT_EQ(16, unbiased_E5M2_exponent(0x7C));
EXPECT_EQ(10, unbiased_E5M2_exponent(0x64));
EXPECT_EQ(-16, unbiased_E5M2_exponent(0x01));
}
float float_fractions(const std::vector<uint32_t>& fractions) {
float f = 0;
for (int32_t i : fractions) {
f += std::ldexp(1.0f, -i);
}
return f;
}
uint32_t normalized_significand(const std::vector<uint32_t>& fractions,
uint32_t exp) {
return HexFloat<FloatProxy<float>>(
static_cast<float>(ldexp(float_fractions(fractions), exp)))
.getNormalizedSignificand();
}
uint32_t bits_set(const std::vector<uint32_t>& bits) {
const uint32_t top_bit = 1u << 22u;
uint32_t val = 0;
for (uint32_t i : bits) {
val |= top_bit >> i;
}
return val;
}
uint16_t half_bits_set(const std::vector<uint32_t>& bits) {
const uint32_t top_bit = 1u << 9u;
uint32_t val = 0;
for (uint32_t i : bits) {
val |= top_bit >> i;
}
return static_cast<uint16_t>(val);
}
TEST(HexFloatOperationTest, NormalizedSignificand) {
EXPECT_EQ(bits_set({}), normalized_significand({0}, 0));
EXPECT_EQ(bits_set({0}), normalized_significand({0, 1}, 0));
EXPECT_EQ(bits_set({0, 1}), normalized_significand({0, 1, 2}, 0));
EXPECT_EQ(bits_set({1}), normalized_significand({0, 2}, 0));
EXPECT_EQ(bits_set({1}), normalized_significand({0, 2}, 32));
EXPECT_EQ(bits_set({1}), normalized_significand({0, 2}, 126));
EXPECT_EQ(bits_set({}),
normalized_significand({0}, static_cast<uint32_t>(-127)));
EXPECT_EQ(bits_set({3}),
normalized_significand({0, 4}, static_cast<uint32_t>(-128)));
EXPECT_EQ(bits_set({3}),
normalized_significand({0, 4}, static_cast<uint32_t>(-127)));
EXPECT_EQ(bits_set({}),
normalized_significand({22}, static_cast<uint32_t>(-127)));
EXPECT_EQ(bits_set({0}),
normalized_significand({21, 22}, static_cast<uint32_t>(-127)));
}
float set_from_sign(bool negative, int32_t unbiased_exponent,
uint32_t significand, bool round_denorm_up) {
HexFloat<FloatProxy<float>> f(0.f);
f.setFromSignUnbiasedExponentAndNormalizedSignificand(
negative, unbiased_exponent, significand, round_denorm_up);
return f.value().getAsFloat();
}
TEST(HexFloatOperationTests,
SetFromSignUnbiasedExponentAndNormalizedSignificand) {
EXPECT_EQ(1.f, set_from_sign(false, 0, 0, false));
EXPECT_EQ(static_cast<float>(ldexp(1.f, -149)),
set_from_sign(false, -149, 0, false));
EXPECT_EQ(static_cast<float>(ldexp(1.f, -149)),
set_from_sign(false, -149, 0, true));
EXPECT_EQ(0.f, set_from_sign(false, -150, 1, false));
EXPECT_EQ(static_cast<float>(ldexp(1.f, -149)),
set_from_sign(false, -150, 1, true));
EXPECT_EQ(ldexp(1.0f, -127), set_from_sign(false, -127, 0, false));
EXPECT_EQ(ldexp(1.0f, -128), set_from_sign(false, -128, 0, false));
EXPECT_EQ(float_fractions({0, 1, 2, 5}),
set_from_sign(false, 0, bits_set({0, 1, 4}), false));
EXPECT_EQ(ldexp(float_fractions({0, 1, 2, 5}), -32),
set_from_sign(false, -32, bits_set({0, 1, 4}), false));
EXPECT_EQ(ldexp(float_fractions({0, 1, 2, 5}), -128),
set_from_sign(false, -128, bits_set({0, 1, 4}), false));
EXPECT_EQ(-1.f, set_from_sign(true, 0, 0, false));
EXPECT_EQ(-ldexp(1.0, -127), set_from_sign(true, -127, 0, false));
EXPECT_EQ(-ldexp(1.0, -128), set_from_sign(true, -128, 0, false));
EXPECT_EQ(-float_fractions({0, 1, 2, 5}),
set_from_sign(true, 0, bits_set({0, 1, 4}), false));
EXPECT_EQ(-ldexp(float_fractions({0, 1, 2, 5}), -32),
set_from_sign(true, -32, bits_set({0, 1, 4}), false));
EXPECT_EQ(-ldexp(float_fractions({0, 1, 2, 5}), -128),
set_from_sign(true, -128, bits_set({0, 1, 4}), false));
}
TEST(HexFloatOperationTests, NonRounding) {
using HF = HexFloat<FloatProxy<float>>;
bool carry_bit = false;
round_direction rounding[] = {round_direction::kToZero,
round_direction::kToNearestEven,
round_direction::kToPositiveInfinity,
round_direction::kToNegativeInfinity};
for (round_direction round : rounding) {
EXPECT_EQ(bits_set({}),
HF(0.f).getRoundedNormalizedSignificand<HF>(round, &carry_bit));
EXPECT_FALSE(carry_bit);
EXPECT_EQ(bits_set({0}),
HF(float_fractions({0, 1}))
.getRoundedNormalizedSignificand<HF>(round, &carry_bit));
EXPECT_FALSE(carry_bit);
EXPECT_EQ(bits_set({1, 3}),
HF(float_fractions({0, 2, 4}))
.getRoundedNormalizedSignificand<HF>(round, &carry_bit));
EXPECT_FALSE(carry_bit);
EXPECT_EQ(
bits_set({0, 1, 4}),
HF(static_cast<float>(-ldexp(float_fractions({0, 1, 2, 5}), -128)))
.getRoundedNormalizedSignificand<HF>(round, &carry_bit));
EXPECT_FALSE(carry_bit);
EXPECT_EQ(bits_set({0, 1, 4, 22}),
HF(static_cast<float>(float_fractions({0, 1, 2, 5, 23})))
.getRoundedNormalizedSignificand<HF>(round, &carry_bit));
EXPECT_FALSE(carry_bit);
}
}
using RD = round_direction;
struct RoundSignificandCase {
float source_float;
std::pair<int16_t, bool> expected_results;
round_direction round;
};
using HexFloatRoundTest = ::testing::TestWithParam<RoundSignificandCase>;
TEST_P(HexFloatRoundTest, RoundDownToFP16) {
using HF = HexFloat<FloatProxy<float>>;
using HF16 = HexFloat<FloatProxy<Float16>>;
HF input_value(GetParam().source_float);
bool carry_bit = false;
EXPECT_EQ(GetParam().expected_results.first,
input_value.getRoundedNormalizedSignificand<HF16>(GetParam().round,
&carry_bit));
EXPECT_EQ(carry_bit, GetParam().expected_results.second);
}
INSTANTIATE_TEST_SUITE_P(F32ToF16, HexFloatRoundTest,
::testing::ValuesIn(std::vector<RoundSignificandCase>(
{
{float_fractions({0}), std::make_pair(half_bits_set({}), false), RD::kToZero},
{float_fractions({0}), std::make_pair(half_bits_set({}), false), RD::kToNearestEven},
{float_fractions({0}), std::make_pair(half_bits_set({}), false), RD::kToPositiveInfinity},
{float_fractions({0}), std::make_pair(half_bits_set({}), false), RD::kToNegativeInfinity},
{float_fractions({0, 1}), std::make_pair(half_bits_set({0}), false), RD::kToZero},
{float_fractions({0, 1, 11}), std::make_pair(half_bits_set({0}), false), RD::kToZero},
{float_fractions({0, 1, 11}), std::make_pair(half_bits_set({0, 9}), false), RD::kToPositiveInfinity},
{float_fractions({0, 1, 11}), std::make_pair(half_bits_set({0}), false), RD::kToNegativeInfinity},
{float_fractions({0, 1, 11}), std::make_pair(half_bits_set({0}), false), RD::kToNearestEven},
{float_fractions({0, 1, 10, 11}), std::make_pair(half_bits_set({0, 9}), false), RD::kToZero},
{float_fractions({0, 1, 10, 11}), std::make_pair(half_bits_set({0, 8}), false), RD::kToPositiveInfinity},
{float_fractions({0, 1, 10, 11}), std::make_pair(half_bits_set({0, 9}), false), RD::kToNegativeInfinity},
{float_fractions({0, 1, 10, 11}), std::make_pair(half_bits_set({0, 8}), false), RD::kToNearestEven},
{float_fractions({0, 1, 11, 12}), std::make_pair(half_bits_set({0}), false), RD::kToZero},
{float_fractions({0, 1, 11, 12}), std::make_pair(half_bits_set({0, 9}), false), RD::kToPositiveInfinity},
{float_fractions({0, 1, 11, 12}), std::make_pair(half_bits_set({0}), false), RD::kToNegativeInfinity},
{float_fractions({0, 1, 11, 12}), std::make_pair(half_bits_set({0, 9}), false), RD::kToNearestEven},
{-float_fractions({0, 1, 11, 12}), std::make_pair(half_bits_set({0}), false), RD::kToZero},
{-float_fractions({0, 1, 11, 12}), std::make_pair(half_bits_set({0}), false), RD::kToPositiveInfinity},
{-float_fractions({0, 1, 11, 12}), std::make_pair(half_bits_set({0, 9}), false), RD::kToNegativeInfinity},
{-float_fractions({0, 1, 11, 12}), std::make_pair(half_bits_set({0, 9}), false), RD::kToNearestEven},
{float_fractions({0, 1, 11, 22}), std::make_pair(half_bits_set({0}), false), RD::kToZero},
{float_fractions({0, 1, 11, 22}), std::make_pair(half_bits_set({0, 9}), false), RD::kToPositiveInfinity},
{float_fractions({0, 1, 11, 22}), std::make_pair(half_bits_set({0}), false), RD::kToNegativeInfinity},
{float_fractions({0, 1, 11, 22}), std::make_pair(half_bits_set({0, 9}), false), RD::kToNearestEven},
{float_fractions({0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}), std::make_pair(half_bits_set({0, 1, 2, 3, 4, 5, 6, 7, 8, 9}), false), RD::kToZero},
{float_fractions({0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}), std::make_pair(half_bits_set({}), true), RD::kToPositiveInfinity},
{float_fractions({0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}), std::make_pair(half_bits_set({0, 1, 2, 3, 4, 5, 6, 7, 8, 9}), false), RD::kToNegativeInfinity},
{float_fractions({0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}), std::make_pair(half_bits_set({}), true), RD::kToNearestEven},
{static_cast<float>(ldexp(float_fractions({0, 1, 11, 13}), -128)), std::make_pair(half_bits_set({0}), false), RD::kToZero},
{static_cast<float>(ldexp(float_fractions({0, 1, 11, 13}), -129)), std::make_pair(half_bits_set({0, 9}), false), RD::kToPositiveInfinity},
{static_cast<float>(ldexp(float_fractions({0, 1, 11, 13}), -131)), std::make_pair(half_bits_set({0}), false), RD::kToNegativeInfinity},
{static_cast<float>(ldexp(float_fractions({0, 1, 11, 13}), -130)), std::make_pair(half_bits_set({0, 9}), false), RD::kToNearestEven},
})));
uint8_t e4m3_bits_set(const std::vector<uint32_t>& bits) {
const uint32_t top_bit = 1u << 2u;
uint32_t val = 0;
for (uint32_t i : bits) {
val |= top_bit >> i;
}
return static_cast<uint8_t>(val);
}
struct RoundSignificandCaseE4M3 {
float source_float;
std::pair<int8_t, bool> expected_results;
round_direction round;
};
using HexFloatRoundTestE4M3 =
::testing::TestWithParam<RoundSignificandCaseE4M3>;
TEST_P(HexFloatRoundTestE4M3, RoundDownToFPE4M3) {
using HF = HexFloat<FloatProxy<float>>;
using HFE4M3 = HexFloat<FloatProxy<Float8_E4M3>>;
HF input_value(GetParam().source_float);
bool carry_bit = false;
EXPECT_EQ(GetParam().expected_results.first,
input_value.getRoundedNormalizedSignificand<HFE4M3>(
GetParam().round, &carry_bit));
EXPECT_EQ(carry_bit, GetParam().expected_results.second);
}
INSTANTIATE_TEST_SUITE_P(F32ToE4M3, HexFloatRoundTestE4M3,
::testing::ValuesIn(std::vector<RoundSignificandCaseE4M3>(
{
{float_fractions({0}), std::make_pair(e4m3_bits_set({}), false), RD::kToZero},
{float_fractions({0}), std::make_pair(e4m3_bits_set({}), false), RD::kToNearestEven},
{float_fractions({0}), std::make_pair(e4m3_bits_set({}), false), RD::kToPositiveInfinity},
{float_fractions({0}), std::make_pair(e4m3_bits_set({}), false), RD::kToNegativeInfinity},
{float_fractions({0, 1}), std::make_pair(e4m3_bits_set({0}), false), RD::kToZero},
{float_fractions({0, 1, 4}), std::make_pair(e4m3_bits_set({0}), false), RD::kToZero},
{float_fractions({0, 1, 4}), std::make_pair(e4m3_bits_set({0, 2}), false), RD::kToPositiveInfinity},
{float_fractions({0, 1, 4}), std::make_pair(e4m3_bits_set({0}), false), RD::kToNegativeInfinity},
{float_fractions({0, 1, 4}), std::make_pair(e4m3_bits_set({0}), false), RD::kToNearestEven},
{float_fractions({0, 1, 3, 4}), std::make_pair(e4m3_bits_set({0, 2}), false), RD::kToZero},
{float_fractions({0, 1, 3, 4}), std::make_pair(e4m3_bits_set({0, 1}), false), RD::kToPositiveInfinity},
{float_fractions({0, 1, 3, 4}), std::make_pair(e4m3_bits_set({0, 2}), false), RD::kToNegativeInfinity},
{float_fractions({0, 1, 3, 4}), std::make_pair(e4m3_bits_set({0, 1}), false), RD::kToNearestEven},
{float_fractions({0, 1, 4, 5}), std::make_pair(e4m3_bits_set({0}), false), RD::kToZero},
{float_fractions({0, 1, 4, 5}), std::make_pair(e4m3_bits_set({0, 2}), false), RD::kToPositiveInfinity},
{float_fractions({0, 1, 4, 5}), std::make_pair(e4m3_bits_set({0}), false), RD::kToNegativeInfinity},
{float_fractions({0, 1, 4, 5}), std::make_pair(e4m3_bits_set({0, 2}), false), RD::kToNearestEven},
{-float_fractions({0, 1, 4, 5}), std::make_pair(e4m3_bits_set({0}), false), RD::kToZero},
{-float_fractions({0, 1, 4, 5}), std::make_pair(e4m3_bits_set({0}), false), RD::kToPositiveInfinity},
{-float_fractions({0, 1, 4, 5}), std::make_pair(e4m3_bits_set({0, 2}), false), RD::kToNegativeInfinity},
{-float_fractions({0, 1, 4, 5}), std::make_pair(e4m3_bits_set({0, 2}), false), RD::kToNearestEven},
{float_fractions({0, 1, 4, 22}), std::make_pair(e4m3_bits_set({0}), false), RD::kToZero},
{float_fractions({0, 1, 4, 22}), std::make_pair(e4m3_bits_set({0, 2}), false), RD::kToPositiveInfinity},
{float_fractions({0, 1, 4, 22}), std::make_pair(e4m3_bits_set({0}), false), RD::kToNegativeInfinity},
{float_fractions({0, 1, 4, 22}), std::make_pair(e4m3_bits_set({0, 2}), false), RD::kToNearestEven},
{float_fractions({0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}), std::make_pair(e4m3_bits_set({0, 1, 2}), false), RD::kToZero},
{float_fractions({0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}), std::make_pair(e4m3_bits_set({}), true), RD::kToPositiveInfinity},
{float_fractions({0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}), std::make_pair(e4m3_bits_set({0, 1, 2}), false), RD::kToNegativeInfinity},
{float_fractions({0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}), std::make_pair(e4m3_bits_set({}), true), RD::kToNearestEven},
{static_cast<float>(ldexp(float_fractions({0, 1, 4, 6}), -128)), std::make_pair(e4m3_bits_set({0}), false), RD::kToZero},
{static_cast<float>(ldexp(float_fractions({0, 1, 4, 6}), -129)), std::make_pair(e4m3_bits_set({0, 2}), false), RD::kToPositiveInfinity},
{static_cast<float>(ldexp(float_fractions({0, 1, 4, 6}), -131)), std::make_pair(e4m3_bits_set({0}), false), RD::kToNegativeInfinity},
{static_cast<float>(ldexp(float_fractions({0, 1, 4, 6}), -130)), std::make_pair(e4m3_bits_set({0, 2}), false), RD::kToNearestEven},
})));
uint8_t e5m2_bits_set(const std::vector<uint32_t>& bits) {
const uint32_t top_bit = 1u << 1u;
uint32_t val = 0;
for (uint32_t i : bits) {
val |= top_bit >> i;
}
return static_cast<uint8_t>(val);
}
struct RoundSignificandCaseE5M2 {
float source_float;
std::pair<int8_t, bool> expected_results;
round_direction round;
};
using HexFloatRoundTestE5M2 =
::testing::TestWithParam<RoundSignificandCaseE5M2>;
TEST_P(HexFloatRoundTestE5M2, RoundDownToFPE4M3) {
using HF = HexFloat<FloatProxy<float>>;
using HFE5M2 = HexFloat<FloatProxy<Float8_E5M2>>;
HF input_value(GetParam().source_float);
bool carry_bit = false;
EXPECT_EQ(GetParam().expected_results.first,
input_value.getRoundedNormalizedSignificand<HFE5M2>(
GetParam().round, &carry_bit));
EXPECT_EQ(carry_bit, GetParam().expected_results.second);
}
INSTANTIATE_TEST_SUITE_P(F32ToE5M2, HexFloatRoundTestE5M2,
::testing::ValuesIn(std::vector<RoundSignificandCaseE5M2>(
{
{float_fractions({0}), std::make_pair(e5m2_bits_set({}), false), RD::kToZero},
{float_fractions({0}), std::make_pair(e5m2_bits_set({}), false), RD::kToNearestEven},
{float_fractions({0}), std::make_pair(e5m2_bits_set({}), false), RD::kToPositiveInfinity},
{float_fractions({0}), std::make_pair(e5m2_bits_set({}), false), RD::kToNegativeInfinity},
{float_fractions({0, 1}), std::make_pair(e5m2_bits_set({0}), false), RD::kToZero},
{float_fractions({0, 1, 4}), std::make_pair(e5m2_bits_set({0}), false), RD::kToZero},
{float_fractions({0, 1, 4}), std::make_pair(e5m2_bits_set({0, 1}), false), RD::kToPositiveInfinity},
{float_fractions({0, 1, 4}), std::make_pair(e5m2_bits_set({0}), false), RD::kToNegativeInfinity},
{float_fractions({0, 1, 4}), std::make_pair(e5m2_bits_set({0}), false), RD::kToNearestEven},
{float_fractions({0, 3, 4}), std::make_pair(e5m2_bits_set({}), false), RD::kToZero},
{float_fractions({0, 3, 4}), std::make_pair(e5m2_bits_set({1}), false), RD::kToPositiveInfinity},
{float_fractions({0, 3, 4}), std::make_pair(e5m2_bits_set({}), false), RD::kToNegativeInfinity},
{float_fractions({0, 3, 4}), std::make_pair(e5m2_bits_set({1}), false), RD::kToNearestEven},
{float_fractions({0, 2, 3}), std::make_pair(e5m2_bits_set({1}), false), RD::kToZero},
{float_fractions({0, 2, 3}), std::make_pair(e5m2_bits_set({0}), false), RD::kToPositiveInfinity},
{float_fractions({0, 2, 3}), std::make_pair(e5m2_bits_set({1}), false), RD::kToNegativeInfinity},
{float_fractions({0, 2, 3}), std::make_pair(e5m2_bits_set({0}), false), RD::kToNearestEven},
{-float_fractions({0, 2, 3}), std::make_pair(e5m2_bits_set({1}), false), RD::kToZero},
{-float_fractions({0, 2, 3}), std::make_pair(e5m2_bits_set({1}), false), RD::kToPositiveInfinity},
{-float_fractions({0, 2, 3}), std::make_pair(e5m2_bits_set({0}), false), RD::kToNegativeInfinity},
{-float_fractions({0, 2, 3}), std::make_pair(e5m2_bits_set({0}), false), RD::kToNearestEven},
{float_fractions({0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}), std::make_pair(e5m2_bits_set({0, 1}), false), RD::kToZero},
{float_fractions({0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}), std::make_pair(e5m2_bits_set({}), true), RD::kToPositiveInfinity},
{float_fractions({0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}), std::make_pair(e5m2_bits_set({0, 1}), false), RD::kToNegativeInfinity},
{float_fractions({0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}), std::make_pair(e5m2_bits_set({}), true), RD::kToNearestEven},
{static_cast<float>(ldexp(float_fractions({0, 3, 6}), -128)), std::make_pair(e5m2_bits_set({}), false), RD::kToZero},
{static_cast<float>(ldexp(float_fractions({0, 3, 6}), -129)), std::make_pair(e5m2_bits_set({1}), false), RD::kToPositiveInfinity},
{static_cast<float>(ldexp(float_fractions({0, 3, 6}), -131)), std::make_pair(e5m2_bits_set({}), false), RD::kToNegativeInfinity},
{static_cast<float>(ldexp(float_fractions({0, 3, 6}), -130)), std::make_pair(e5m2_bits_set({1}), false), RD::kToNearestEven},
})));
struct UpCastSignificandCase {
uint16_t source_half;
uint32_t expected_result;
};
using HexFloatRoundUpSignificandTest =
::testing::TestWithParam<UpCastSignificandCase>;
TEST_P(HexFloatRoundUpSignificandTest, Widening) {
using HF = HexFloat<FloatProxy<float>>;
using HF16 = HexFloat<FloatProxy<Float16>>;
bool carry_bit = false;
round_direction rounding[] = {round_direction::kToZero,
round_direction::kToNearestEven,
round_direction::kToPositiveInfinity,
round_direction::kToNegativeInfinity};
for (round_direction round : rounding) {
carry_bit = false;
HF16 input_value(GetParam().source_half);
EXPECT_EQ(
GetParam().expected_result,
input_value.getRoundedNormalizedSignificand<HF>(round, &carry_bit))
<< std::hex << "0x"
<< input_value.getRoundedNormalizedSignificand<HF>(round, &carry_bit)
<< " 0x" << GetParam().expected_result;
EXPECT_FALSE(carry_bit);
}
}
INSTANTIATE_TEST_SUITE_P(
F16toF32, HexFloatRoundUpSignificandTest,
::testing::ValuesIn(std::vector<UpCastSignificandCase>({
{0x3F00, 0x600000},
{0x0F00, 0x600000},
{0x0F01, 0x602000},
{0x0FFF, 0x7FE000},
})));
struct DownCastTest {
float source_float;
uint16_t expected_half;
std::vector<round_direction> directions;
};
std::string get_round_text(round_direction direction) {
#define CASE(round_direction) \
case round_direction: \
return #round_direction
switch (direction) {
CASE(round_direction::kToZero);
CASE(round_direction::kToPositiveInfinity);
CASE(round_direction::kToNegativeInfinity);
CASE(round_direction::kToNearestEven);
}
#undef CASE
return "";
}
using HexFloatFP32To16Tests = ::testing::TestWithParam<DownCastTest>;
TEST_P(HexFloatFP32To16Tests, NarrowingCasts) {
using HF = HexFloat<FloatProxy<float>>;
using HF16 = HexFloat<FloatProxy<Float16>>;
HF f(GetParam().source_float);
for (auto round : GetParam().directions) {
HF16 half(0);
f.castTo(half, round);
EXPECT_EQ(GetParam().expected_half, half.value().getAsFloat().get_value())
<< get_round_text(round) << " " << std::hex
<< BitwiseCast<uint32_t>(GetParam().source_float)
<< " cast to: " << half.value().getAsFloat().get_value();
}
}
const uint16_t positive_infinity = 0x7C00;
const uint16_t negative_infinity = 0xFC00;
INSTANTIATE_TEST_SUITE_P(
F32ToF16, HexFloatFP32To16Tests,
::testing::ValuesIn(std::vector<DownCastTest>({
{0.f,
0x0,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{-0.f,
0x8000,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{1.0f,
0x3C00,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{-1.0f,
0xBC00,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{float_fractions({0, 1, 10}),
0x3E01,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{-float_fractions({0, 1, 10}),
0xBE01,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(ldexp(float_fractions({0, 1, 10}), 3)),
0x4A01,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(-ldexp(float_fractions({0, 1, 10}), 3)),
0xCA01,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(ldexp(1.0f, -25)),
0x0,
{RD::kToZero, RD::kToNegativeInfinity, RD::kToNearestEven}},
{static_cast<float>(ldexp(1.0f, -25)), 0x1, {RD::kToPositiveInfinity}},
{static_cast<float>(-ldexp(1.0f, -25)),
0x8000,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNearestEven}},
{static_cast<float>(-ldexp(1.0f, -25)),
0x8001,
{RD::kToNegativeInfinity}},
{static_cast<float>(ldexp(1.0f, -24)),
0x1,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(ldexp(1.0f, 16)),
positive_infinity,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(ldexp(1.0f, 18)),
positive_infinity,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(ldexp(1.3f, 16)),
positive_infinity,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(-ldexp(1.0f, 16)),
negative_infinity,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(-ldexp(1.0f, 18)),
negative_infinity,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(-ldexp(1.3f, 16)),
negative_infinity,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{std::numeric_limits<float>::infinity(),
positive_infinity,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{-std::numeric_limits<float>::infinity(),
negative_infinity,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
})));
using HexFloatFP32ToE4M3Tests = ::testing::TestWithParam<DownCastTest>;
TEST_P(HexFloatFP32ToE4M3Tests, NarrowingCasts) {
using HF = HexFloat<FloatProxy<float>>;
using HFE4M3 = HexFloat<FloatProxy<Float8_E4M3>>;
HF f(GetParam().source_float);
for (auto round : GetParam().directions) {
HFE4M3 e4m3(0);
f.castTo(e4m3, round);
EXPECT_EQ(GetParam().expected_half, e4m3.value().getAsFloat().get_value())
<< get_round_text(round) << " " << std::hex
<< BitwiseCast<uint32_t>(GetParam().source_float)
<< " cast to: " << (uint32_t)e4m3.value().getAsFloat().get_value();
}
}
INSTANTIATE_TEST_SUITE_P(
F32ToE4M3, HexFloatFP32ToE4M3Tests,
::testing::ValuesIn(std::vector<DownCastTest>({
{0.f,
0x0,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{-0.f,
0x80,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{1.0f,
0x38,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{-1.0f,
0xB8,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{float_fractions({0, 1, 3}),
0x3D,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{-float_fractions({0, 1, 3}),
0xBD,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(ldexp(float_fractions({0, 1, 3}), 3)),
0x55,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(-ldexp(float_fractions({0, 1, 3}), 3)),
0xD5,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(ldexp(1.0f, -10)),
0x0,
{RD::kToZero, RD::kToNegativeInfinity, RD::kToNearestEven}},
{static_cast<float>(ldexp(1.0f, -10)), 0x1, {RD::kToPositiveInfinity}},
{static_cast<float>(-ldexp(1.0f, -10)),
0x80,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNearestEven}},
{static_cast<float>(-ldexp(1.0f, -9)), 0x81, {RD::kToNegativeInfinity}},
{static_cast<float>(ldexp(1.0f, -9)),
0x1,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(ldexp(1.0f, 9)),
Float8_E4M3::max().get_value(),
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(ldexp(1.0f, 10)),
Float8_E4M3::max().get_value(),
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(ldexp(1.3f, 9)),
Float8_E4M3::max().get_value(),
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(-ldexp(1.0f, 9)),
static_cast<uint16_t>(0x80 | Float8_E4M3::max().get_value()),
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(-ldexp(1.0f, 10)),
static_cast<uint16_t>(0x80 | Float8_E4M3::max().get_value()),
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(-ldexp(1.3f, 9)),
static_cast<uint16_t>(0x80 | Float8_E4M3::max().get_value()),
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{std::numeric_limits<float>::infinity(),
Float8_E4M3::max().get_value(),
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{-std::numeric_limits<float>::infinity(),
static_cast<uint16_t>(0x80 | Float8_E4M3::max().get_value()),
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
})));
using HexFloatFP32ToE5M2Tests = ::testing::TestWithParam<DownCastTest>;
TEST_P(HexFloatFP32ToE5M2Tests, NarrowingCasts) {
using HF = HexFloat<FloatProxy<float>>;
using HFE5M2 = HexFloat<FloatProxy<Float8_E5M2>>;
HF f(GetParam().source_float);
for (auto round : GetParam().directions) {
HFE5M2 e5m2(0);
f.castTo(e5m2, round);
EXPECT_EQ(GetParam().expected_half, e5m2.value().getAsFloat().get_value())
<< get_round_text(round) << " " << std::hex
<< BitwiseCast<uint32_t>(GetParam().source_float)
<< " cast to: " << (uint32_t)e5m2.value().getAsFloat().get_value();
}
}
const uint8_t e5m2_positive_infinity = 0x7C;
const uint8_t e5m2_negative_infinity = 0xFC;
INSTANTIATE_TEST_SUITE_P(
F32ToE5M2, HexFloatFP32ToE5M2Tests,
::testing::ValuesIn(std::vector<DownCastTest>({
{0.f,
0x0,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{-0.f,
0x80,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{1.0f,
0x3C,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{-1.0f,
0xBC,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{float_fractions({0, 1, 2}),
0x3F,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{-float_fractions({0, 1, 2}),
0xBF,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(ldexp(float_fractions({0, 2}), 3)),
0x49,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(-ldexp(float_fractions({0, 2}), 3)),
0xC9,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(ldexp(1.0f, -17)),
0x0,
{RD::kToZero, RD::kToNegativeInfinity, RD::kToNearestEven}},
{static_cast<float>(ldexp(1.0f, -17)), 0x1, {RD::kToPositiveInfinity}},
{static_cast<float>(-ldexp(1.0f, -17)),
0x80,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNearestEven}},
{static_cast<float>(-ldexp(1.0f, -16)),
0x81,
{RD::kToNegativeInfinity}},
{static_cast<float>(ldexp(1.0f, -16)),
0x1,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(ldexp(1.0f, 16)),
e5m2_positive_infinity,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(ldexp(1.0f, 17)),
e5m2_positive_infinity,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(ldexp(1.3f, 16)),
e5m2_positive_infinity,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(-ldexp(1.0f, 16)),
e5m2_negative_infinity,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(-ldexp(1.0f, 17)),
e5m2_negative_infinity,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{static_cast<float>(-ldexp(1.3f, 16)),
e5m2_negative_infinity,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{std::numeric_limits<float>::infinity(),
e5m2_positive_infinity,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
{-std::numeric_limits<float>::infinity(),
e5m2_negative_infinity,
{RD::kToZero, RD::kToPositiveInfinity, RD::kToNegativeInfinity,
RD::kToNearestEven}},
})));
struct UpCastCase {
uint16_t source_half;
float expected_float;
};
using HexFloatFP16To32Tests = ::testing::TestWithParam<UpCastCase>;
TEST_P(HexFloatFP16To32Tests, WideningCasts) {
using HF = HexFloat<FloatProxy<float>>;
using HF16 = HexFloat<FloatProxy<Float16>>;
HF16 f(GetParam().source_half);
round_direction rounding[] = {round_direction::kToZero,
round_direction::kToNearestEven,
round_direction::kToPositiveInfinity,
round_direction::kToNegativeInfinity};
for (round_direction round : rounding) {
HF flt(0.f);
f.castTo(flt, round);
EXPECT_EQ(GetParam().expected_float, flt.value().getAsFloat())
<< get_round_text(round) << " " << std::hex
<< BitwiseCast<uint16_t>(GetParam().source_half)
<< " cast to: " << flt.value().getAsFloat();
}
}
INSTANTIATE_TEST_SUITE_P(
F16ToF32, HexFloatFP16To32Tests,
::testing::ValuesIn(std::vector<UpCastCase>({
{0x0000, 0.f},
{0x8000, -0.f},
{0x3C00, 1.0f},
{0xBC00, -1.0f},
{0x3F00, float_fractions({0, 1, 2})},
{0xBF00, -float_fractions({0, 1, 2})},
{0x3F01, float_fractions({0, 1, 2, 10})},
{0xBF01, -float_fractions({0, 1, 2, 10})},
{0x0001, static_cast<float>(ldexp(1.0, -24))},
{0x0002, static_cast<float>(ldexp(1.0, -23))},
{0x8001, static_cast<float>(-ldexp(1.0, -24))},
{0x8011, static_cast<float>(-ldexp(1.0, -20) + -ldexp(1.0, -24))},
{0x7C00, std::numeric_limits<float>::infinity()},
{0xFC00, -std::numeric_limits<float>::infinity()},
})));
TEST(HexFloatOperationTests, NanTests) {
using HF = HexFloat<FloatProxy<float>>;
using HF16 = HexFloat<FloatProxy<Float16>>;
using FE4M3 = HexFloat<FloatProxy<Float8_E4M3>>;
using FE5M2 = HexFloat<FloatProxy<Float8_E5M2>>;
round_direction rounding[] = {round_direction::kToZero,
round_direction::kToNearestEven,
round_direction::kToPositiveInfinity,
round_direction::kToNegativeInfinity};
for (round_direction round : rounding) {
HF16 f16(0);
HF f(0.f);
FE4M3 fe4m3(0);
FE5M2 fe5m2(0);
HF(std::numeric_limits<float>::quiet_NaN()).castTo(f16, round);
EXPECT_TRUE(f16.value().isNan());
HF(std::numeric_limits<float>::signaling_NaN()).castTo(f16, round);
EXPECT_TRUE(f16.value().isNan());
HF16(0x7C01).castTo(f, round);
EXPECT_TRUE(f.value().isNan());
HF16(0x7C11).castTo(f, round);
EXPECT_TRUE(f.value().isNan());
HF16(0xFC01).castTo(f, round);
EXPECT_TRUE(f.value().isNan());
HF16(0x7C10).castTo(f, round);
EXPECT_TRUE(f.value().isNan());
HF16(0xFF00).castTo(f, round);
EXPECT_TRUE(f.value().isNan());
HF(std::numeric_limits<float>::quiet_NaN()).castTo(fe4m3, round);
EXPECT_TRUE(fe4m3.value().isNan());
HF(std::numeric_limits<float>::signaling_NaN()).castTo(fe4m3, round);
EXPECT_TRUE(fe4m3.value().isNan());
FE4M3(0x7F).castTo(f, round);
EXPECT_TRUE(f.value().isNan());
FE4M3(0xFF).castTo(f, round);
EXPECT_TRUE(f.value().isNan());
HF(std::numeric_limits<float>::quiet_NaN()).castTo(fe5m2, round);
EXPECT_TRUE(fe5m2.value().isNan());
HF(std::numeric_limits<float>::signaling_NaN()).castTo(fe5m2, round);
EXPECT_TRUE(fe5m2.value().isNan());
FE5M2(0x7D).castTo(f, round);
EXPECT_TRUE(f.value().isNan());
FE5M2(0x7E).castTo(f, round);
EXPECT_TRUE(f.value().isNan());
FE5M2(0x7F).castTo(f, round);
EXPECT_TRUE(f.value().isNan());
FE5M2(0xFD).castTo(f, round);
EXPECT_TRUE(f.value().isNan());
FE5M2(0xFE).castTo(f, round);
EXPECT_TRUE(f.value().isNan());
FE5M2(0xFF).castTo(f, round);
EXPECT_TRUE(f.value().isNan());
}
}
template <typename T>
struct FloatParseCase {
std::string literal;
bool negate_value;
bool expect_success;
HexFloat<FloatProxy<T>> expected_value;
};
using ParseNormalFloatTest = ::testing::TestWithParam<FloatParseCase<float>>;
TEST_P(ParseNormalFloatTest, Samples) {
std::stringstream input(GetParam().literal);
HexFloat<FloatProxy<float>> parsed_value(0.0f);
ParseNormalFloat(input, GetParam().negate_value, parsed_value);
EXPECT_NE(GetParam().expect_success, input.fail())
<< " literal: " << GetParam().literal
<< " negate: " << GetParam().negate_value;
if (GetParam().expect_success) {
EXPECT_THAT(parsed_value.value(), Eq(GetParam().expected_value.value()))
<< " literal: " << GetParam().literal
<< " negate: " << GetParam().negate_value;
}
}
template <typename T>
FloatParseCase<T> BadFloatParseCase(std::string literal, bool negate_value,
T expected_value) {
HexFloat<FloatProxy<T>> proxy_expected_value(expected_value);
return FloatParseCase<T>{literal, negate_value, false, proxy_expected_value};
}
template <typename T>
FloatParseCase<T> GoodFloatParseCase(std::string literal, bool negate_value,
T expected_value) {
HexFloat<FloatProxy<T>> proxy_expected_value(expected_value);
return FloatParseCase<T>{literal, negate_value, true, proxy_expected_value};
}
INSTANTIATE_TEST_SUITE_P(
FloatParse, ParseNormalFloatTest,
::testing::ValuesIn(std::vector<FloatParseCase<float>>{
BadFloatParseCase("abc", false, 0.0f),
BadFloatParseCase("abc", true, 0.0f),
GoodFloatParseCase("0", false, 0.0f),
GoodFloatParseCase("0.0", false, 0.0f),
GoodFloatParseCase("-0.0", false, -0.0f),
GoodFloatParseCase("2.0", false, 2.0f),
GoodFloatParseCase("-2.0", false, -2.0f),
GoodFloatParseCase("+2.0", false, 2.0f),
GoodFloatParseCase("0.0", true, -0.0f),
GoodFloatParseCase("2.0", true, -2.0f),
BadFloatParseCase("-0.0", true, 0.0f),
BadFloatParseCase("-2.0", true, 0.0f),
BadFloatParseCase("+0.0", true, 0.0f),
BadFloatParseCase("+2.0", true, 0.0f),
BadFloatParseCase("1e40", false, FLT_MAX),
BadFloatParseCase("1e40", true, -FLT_MAX),
BadFloatParseCase("-1e40", false, -FLT_MAX),
}));
using ParseNormalFloat16Test =
::testing::TestWithParam<FloatParseCase<Float16>>;
TEST_P(ParseNormalFloat16Test, Samples) {
std::stringstream input(GetParam().literal);
HexFloat<FloatProxy<Float16>> parsed_value(0);
ParseNormalFloat(input, GetParam().negate_value, parsed_value);
EXPECT_NE(GetParam().expect_success, input.fail())
<< " literal: " << GetParam().literal
<< " negate: " << GetParam().negate_value;
if (GetParam().expect_success) {
EXPECT_THAT(parsed_value.value(), Eq(GetParam().expected_value.value()))
<< " literal: " << GetParam().literal
<< " negate: " << GetParam().negate_value;
}
}
INSTANTIATE_TEST_SUITE_P(
Float16Parse, ParseNormalFloat16Test,
::testing::ValuesIn(std::vector<FloatParseCase<Float16>>{
BadFloatParseCase<Float16>("abc", false, uint16_t{0}),
BadFloatParseCase<Float16>("abc", true, uint16_t{0}),
GoodFloatParseCase<Float16>("0", false, uint16_t{0}),
GoodFloatParseCase<Float16>("0.0", false, uint16_t{0}),
GoodFloatParseCase<Float16>("-0.0", false, uint16_t{0x8000}),
GoodFloatParseCase<Float16>("2.0", false, uint16_t{0x4000}),
GoodFloatParseCase<Float16>("-2.0", false, uint16_t{0xc000}),
GoodFloatParseCase<Float16>("+2.0", false, uint16_t{0x4000}),
GoodFloatParseCase<Float16>("0.0", true, uint16_t{0x8000}),
GoodFloatParseCase<Float16>("2.0", true, uint16_t{0xc000}),
BadFloatParseCase<Float16>("-0.0", true, uint16_t{0}),
BadFloatParseCase<Float16>("-2.0", true, uint16_t{0}),
BadFloatParseCase<Float16>("+0.0", true, uint16_t{0}),
BadFloatParseCase<Float16>("+2.0", true, uint16_t{0}),
}));
using ParseNormalFloatE4M3Test =
::testing::TestWithParam<FloatParseCase<Float8_E4M3>>;
TEST_P(ParseNormalFloatE4M3Test, Samples) {
std::stringstream input(GetParam().literal);
HexFloat<FloatProxy<Float8_E4M3>> parsed_value(0);
ParseNormalFloat(input, GetParam().negate_value, parsed_value);
EXPECT_NE(GetParam().expect_success, input.fail())
<< " literal: " << GetParam().literal
<< " negate: " << GetParam().negate_value;
if (GetParam().expect_success) {
EXPECT_THAT(parsed_value.value(), Eq(GetParam().expected_value.value()))
<< " literal: " << GetParam().literal
<< " negate: " << GetParam().negate_value;
}
}
INSTANTIATE_TEST_SUITE_P(
FloatE4M3Parse, ParseNormalFloatE4M3Test,
::testing::ValuesIn(std::vector<FloatParseCase<Float8_E4M3>>{
BadFloatParseCase<Float8_E4M3>("abc", false, uint8_t{0}),
BadFloatParseCase<Float8_E4M3>("abc", true, uint8_t{0}),
GoodFloatParseCase<Float8_E4M3>("0", false, uint8_t{0}),
GoodFloatParseCase<Float8_E4M3>("0.0", false, uint8_t{0}),
GoodFloatParseCase<Float8_E4M3>("-0.0", false, uint8_t{0x80}),
GoodFloatParseCase<Float8_E4M3>("2.0", false, uint8_t{0x40}),
GoodFloatParseCase<Float8_E4M3>("-2.0", false, uint8_t{0xc0}),
GoodFloatParseCase<Float8_E4M3>("+2.0", false, uint8_t{0x40}),
GoodFloatParseCase<Float8_E4M3>("0.0", true, uint8_t{0x80}),
GoodFloatParseCase<Float8_E4M3>("2.0", true, uint8_t{0xc0}),
BadFloatParseCase<Float8_E4M3>("-0.0", true, uint8_t{0}),
BadFloatParseCase<Float8_E4M3>("-2.0", true, uint8_t{0}),
BadFloatParseCase<Float8_E4M3>("+0.0", true, uint8_t{0}),
BadFloatParseCase<Float8_E4M3>("+2.0", true, uint8_t{0}),
}));
using ParseNormalFloatE5M2Test =
::testing::TestWithParam<FloatParseCase<Float8_E5M2>>;
TEST_P(ParseNormalFloatE5M2Test, Samples) {
std::stringstream input(GetParam().literal);
HexFloat<FloatProxy<Float8_E5M2>> parsed_value(0);
ParseNormalFloat(input, GetParam().negate_value, parsed_value);
EXPECT_NE(GetParam().expect_success, input.fail())
<< " literal: " << GetParam().literal
<< " negate: " << GetParam().negate_value;
if (GetParam().expect_success) {
EXPECT_THAT(parsed_value.value(), Eq(GetParam().expected_value.value()))
<< " literal: " << GetParam().literal
<< " negate: " << GetParam().negate_value;
}
}
INSTANTIATE_TEST_SUITE_P(
FloatE5M2Parse, ParseNormalFloatE5M2Test,
::testing::ValuesIn(std::vector<FloatParseCase<Float8_E5M2>>{
BadFloatParseCase<Float8_E5M2>("abc", false, uint8_t{0}),
BadFloatParseCase<Float8_E5M2>("abc", true, uint8_t{0}),
GoodFloatParseCase<Float8_E5M2>("0", false, uint8_t{0}),
GoodFloatParseCase<Float8_E5M2>("0.0", false, uint8_t{0}),
GoodFloatParseCase<Float8_E5M2>("-0.0", false, uint8_t{0x80}),
GoodFloatParseCase<Float8_E5M2>("2.0", false, uint8_t{0x40}),
GoodFloatParseCase<Float8_E5M2>("-2.0", false, uint8_t{0xc0}),
GoodFloatParseCase<Float8_E5M2>("+2.0", false, uint8_t{0x40}),
GoodFloatParseCase<Float8_E5M2>("0.0", true, uint8_t{0x80}),
GoodFloatParseCase<Float8_E5M2>("2.0", true, uint8_t{0xc0}),
BadFloatParseCase<Float8_E5M2>("-0.0", true, uint8_t{0}),
BadFloatParseCase<Float8_E5M2>("-2.0", true, uint8_t{0}),
BadFloatParseCase<Float8_E5M2>("+0.0", true, uint8_t{0}),
BadFloatParseCase<Float8_E5M2>("+2.0", true, uint8_t{0}),
}));
template <typename T>
struct OverflowParseCase {
std::string input;
bool expect_success;
T expected_value;
};
using FloatProxyParseOverflowFloatTest =
::testing::TestWithParam<OverflowParseCase<float>>;
TEST_P(FloatProxyParseOverflowFloatTest, Sample) {
std::istringstream input(GetParam().input);
HexFloat<FloatProxy<float>> value(0.0f);
input >> value;
EXPECT_NE(GetParam().expect_success, input.fail());
if (GetParam().expect_success) {
EXPECT_THAT(value.value().getAsFloat(), GetParam().expected_value);
}
}
INSTANTIATE_TEST_SUITE_P(
FloatOverflow, FloatProxyParseOverflowFloatTest,
::testing::ValuesIn(std::vector<OverflowParseCase<float>>({
{"0", true, 0.0f},
{"0.0", true, 0.0f},
{"1.0", true, 1.0f},
{"1e38", true, 1e38f},
{"-1e38", true, -1e38f},
{"1e40", false, FLT_MAX},
{"-1e40", false, -FLT_MAX},
{"1e400", false, FLT_MAX},
{"-1e400", false, -FLT_MAX},
})));
using FloatProxyParseOverflowDoubleTest =
::testing::TestWithParam<OverflowParseCase<double>>;
TEST_P(FloatProxyParseOverflowDoubleTest, Sample) {
std::istringstream input(GetParam().input);
HexFloat<FloatProxy<double>> value(0.0);
input >> value;
EXPECT_NE(GetParam().expect_success, input.fail());
if (GetParam().expect_success) {
EXPECT_THAT(value.value().getAsFloat(), Eq(GetParam().expected_value));
}
}
INSTANTIATE_TEST_SUITE_P(
DoubleOverflow, FloatProxyParseOverflowDoubleTest,
::testing::ValuesIn(std::vector<OverflowParseCase<double>>({
{"0", true, 0.0},
{"0.0", true, 0.0},
{"1.0", true, 1.0},
{"1e38", true, 1e38},
{"-1e38", true, -1e38},
{"1e40", true, 1e40},
{"-1e40", true, -1e40},
{"1e400", false, DBL_MAX},
{"-1e400", false, -DBL_MAX},
})));
using FloatProxyParseOverflowFloat16Test =
::testing::TestWithParam<OverflowParseCase<uint16_t>>;
TEST_P(FloatProxyParseOverflowFloat16Test, Sample) {
std::istringstream input(GetParam().input);
HexFloat<FloatProxy<Float16>> value(0);
input >> value;
EXPECT_NE(GetParam().expect_success, input.fail())
<< " literal: " << GetParam().input;
if (GetParam().expect_success) {
EXPECT_THAT(value.value().data(), Eq(GetParam().expected_value))
<< " literal: " << GetParam().input;
}
}
INSTANTIATE_TEST_SUITE_P(
Float16Overflow, FloatProxyParseOverflowFloat16Test,
::testing::ValuesIn(std::vector<OverflowParseCase<uint16_t>>({
{"0", true, uint16_t{0}},
{"0.0", true, uint16_t{0}},
{"1.0", true, uint16_t{0x3c00}},
{"1e38", false, uint16_t{0x7bff}},
{"1e40", false, uint16_t{0x7bff}},
{"1e400", false, uint16_t{0x7bff}},
{"-1e38", false, uint16_t{0xfbff}},
{"-1e40", false, uint16_t{0xfbff}},
{"-1e400", false, uint16_t{0xfbff}},
})));
using FloatProxyParseOverflowFloatE4M3Test =
::testing::TestWithParam<OverflowParseCase<uint8_t>>;
TEST_P(FloatProxyParseOverflowFloatE4M3Test, Sample) {
std::istringstream input(GetParam().input);
HexFloat<FloatProxy<Float8_E4M3>> value(0);
input >> value;
EXPECT_NE(GetParam().expect_success, input.fail())
<< " literal: " << GetParam().input;
if (GetParam().expect_success) {
EXPECT_THAT(value.value().data(), Eq(GetParam().expected_value))
<< " literal: " << GetParam().input;
}
}
INSTANTIATE_TEST_SUITE_P(
FloatE4M3Overflow, FloatProxyParseOverflowFloatE4M3Test,
::testing::ValuesIn(std::vector<OverflowParseCase<uint8_t>>({
{"0", true, uint8_t{0}},
{"0.0", true, uint8_t{0}},
{"1.0", true, uint8_t{0x38}},
{"1e38", false, uint8_t{0x7e}},
{"1e40", false, uint8_t{0x7e}},
{"1e400", false, uint8_t{0x7e}},
{"-1e38", false, uint8_t{0xfe}},
{"-1e40", false, uint8_t{0xfe}},
{"-1e400", false, uint8_t{0xfe}},
})));
using FloatProxyParseOverflowFloatE5M2Test =
::testing::TestWithParam<OverflowParseCase<uint8_t>>;
TEST_P(FloatProxyParseOverflowFloatE5M2Test, Sample) {
std::istringstream input(GetParam().input);
HexFloat<FloatProxy<Float8_E5M2>> value(0);
input >> value;
EXPECT_NE(GetParam().expect_success, input.fail())
<< " literal: " << GetParam().input;
if (GetParam().expect_success) {
EXPECT_THAT(value.value().data(), Eq(GetParam().expected_value))
<< " literal: " << GetParam().input;
}
}
INSTANTIATE_TEST_SUITE_P(
FloatE5M2Overflow, FloatProxyParseOverflowFloatE5M2Test,
::testing::ValuesIn(std::vector<OverflowParseCase<uint8_t>>({
{"0", true, uint8_t{0}},
{"0.0", true, uint8_t{0}},
{"1.0", true, uint8_t{0x3c}},
{"1e38", false, uint8_t{0x7b}},
{"1e40", false, uint8_t{0x7b}},
{"1e400", false, uint8_t{0x7b}},
{"-1e38", false, uint8_t{0xfb}},
{"-1e40", false, uint8_t{0xfb}},
{"-1e400", false, uint8_t{0xfb}},
})));
TEST(FloatProxy, Max) {
EXPECT_THAT(FloatProxy<Float16>::max().getAsFloat().get_value(),
Eq(uint16_t{0x7bff}));
EXPECT_THAT(FloatProxy<float>::max().getAsFloat(),
Eq(std::numeric_limits<float>::max()));
EXPECT_THAT(FloatProxy<double>::max().getAsFloat(),
Eq(std::numeric_limits<double>::max()));
}
TEST(FloatProxy, Lowest) {
EXPECT_THAT(FloatProxy<Float16>::lowest().getAsFloat().get_value(),
Eq(uint16_t{0xfbff}));
EXPECT_THAT(FloatProxy<float>::lowest().getAsFloat(),
Eq(std::numeric_limits<float>::lowest()));
EXPECT_THAT(FloatProxy<double>::lowest().getAsFloat(),
Eq(std::numeric_limits<double>::lowest()));
}
template <typename T>
struct StreamParseCase {
StreamParseCase(const std::string& lit, bool succ, const std::string& suffix,
T value)
: literal(lit),
expect_success(succ),
expected_suffix(suffix),
expected_value(HexFloat<FloatProxy<T>>(value)) {}
std::string literal;
bool expect_success;
std::string expected_suffix;
HexFloat<FloatProxy<T>> expected_value;
};
template <typename T>
std::ostream& operator<<(std::ostream& os, const StreamParseCase<T>& fspc) {
os << "StreamParseCase(" << fspc.literal
<< ", expect_success:" << int(fspc.expect_success) << ","
<< fspc.expected_suffix << "," << fspc.expected_value << ")";
return os;
}
using Float32StreamParseTest = ::testing::TestWithParam<StreamParseCase<float>>;
using Float16StreamParseTest =
::testing::TestWithParam<StreamParseCase<Float16>>;
using FloatE4M3StreamParseTest =
::testing::TestWithParam<StreamParseCase<Float8_E4M3>>;
using FloatE5M2StreamParseTest =
::testing::TestWithParam<StreamParseCase<Float8_E5M2>>;
TEST_P(Float32StreamParseTest, Samples) {
std::stringstream input(GetParam().literal);
HexFloat<FloatProxy<float>> parsed_value(0.0f);
input >> parsed_value;
if (GetParam().expect_success) {
EXPECT_FALSE(input.fail());
std::string suffix;
input >> suffix;
EXPECT_EQ(parsed_value.value().getAsFloat(),
GetParam().expected_value.value().getAsFloat());
} else {
EXPECT_TRUE(input.fail());
}
}
Float16 makeF16(int sign_bit, int unbiased_exp, int mantissa) {
EXPECT_LE(0, sign_bit);
EXPECT_LE(sign_bit, 1);
EXPECT_LE(-15, unbiased_exp); EXPECT_LE(unbiased_exp, 16); EXPECT_LE(0, mantissa);
EXPECT_LE(mantissa, 0x3ff);
const unsigned biased_exp = 15 + unbiased_exp;
const uint32_t as_bits = sign_bit << 15 | (biased_exp << 10) | mantissa;
EXPECT_LE(as_bits, 0xffffu);
return Float16(static_cast<uint16_t>(as_bits));
}
TEST_P(Float16StreamParseTest, Samples) {
std::stringstream input(GetParam().literal);
HexFloat<FloatProxy<Float16>> parsed_value(makeF16(0, 0, 0));
input >> parsed_value;
if (GetParam().expect_success) {
EXPECT_FALSE(input.fail());
std::string suffix;
input >> suffix;
const auto got = parsed_value.value();
const auto expected = GetParam().expected_value.value();
EXPECT_EQ(got.data(), expected.data())
<< "got: " << got << " expected: " << expected;
} else {
EXPECT_TRUE(input.fail());
}
}
INSTANTIATE_TEST_SUITE_P(
HexFloat32FillSignificantDigits, Float32StreamParseTest,
::testing::ValuesIn(std::vector<StreamParseCase<float>>{
{"0x123456p0", true, "", ldexpf(0x123456, 0)},
{"0x1.fffffep+23", true, "", ldexpf(0x1fffffe, -1)},
{"0x1f.ffffep+19", true, "", ldexpf(0x1fffffe, -1)},
{"0x1ff.fffep+15", true, "", ldexpf(0x1fffffe, -1)},
{"0x1fff.ffep+11", true, "", ldexpf(0x1fffffe, -1)},
{"0x1ffff.fep+7", true, "", ldexpf(0x1fffffe, -1)},
{"0x1fffff.ep+3", true, "", ldexpf(0x1fffffe, -1)},
{"0x1fffffe.p-1", true, "", ldexpf(0x1fffffe, -1)},
{"0xffffff.p+0", true, "", ldexpf(0x1fffffe, -1)},
{"0xffffff.p+0", true, "", ldexpf(0xffffff, 0)},
{"0xa5a5a5.p+0", true, "", ldexpf(0xa5a5a5, 0)},
{"0x5a5a5a.p+0", true, "", ldexpf(0x5a5a5a, 0)}}));
INSTANTIATE_TEST_SUITE_P(
HexFloat32ExcessSignificantDigits, Float32StreamParseTest,
::testing::ValuesIn(std::vector<StreamParseCase<float>>{
{"0x1.fffffep0", true, "", ldexpf(0xffffff, -23)},
{"0xa5a5a5p0", true, "", ldexpf(0xa5a5a5, 0)},
{"0xa.5a5a5p+9", true, "", ldexpf(0xa5a5a5, -11)},
{"0x5a5a5ap0", true, "", ldexpf(0x5a5a5a, 0)},
{"0x5.a5a5ap+9", true, "", ldexpf(0x5a5a5a, -11)},
{"0x1.fffffe0p0", true, "", ldexpf(0xffffff, -23)},
{"0xa5a5a5000p0", true, "", ldexpf(0xa5a5a5, 12)},
{"0xa.5a5a5000p+9", true, "", ldexpf(0xa5a5a5, -11)},
{"0x5a5a5a000p0", true, "", ldexpf(0x5a5a5a, 12)},
{"0x5.a5a5a000p+9", true, "", ldexpf(0x5a5a5a, -11)},
{"0x1.ffffffp0", true, "", ldexpf(0xffffff, -23)},
{"0x1.fffffffp0", true, "", ldexpf(0xffffff, -23)},
{"0xa5a5a5fffp0", true, "", ldexpf(0xa5a5a5, 12)},
{"0xa.5a5a5fffp+9", true, "", ldexpf(0xa5a5a5, -11)},
{"0x5a5a5afffp0",
true, "", ldexpf(0x5a5a5a8, 8)},
{"0x5.a5a5afffp+9", true, "", ldexpf(0x5a5a5a8, 8 - 32 + 9)}}));
INSTANTIATE_TEST_SUITE_P(
HexFloat32ExponentMissingDigits, Float32StreamParseTest,
::testing::ValuesIn(std::vector<StreamParseCase<float>>{
{"0x1.0p1", true, "", 2.0f},
{"0x1.0p1a", true, "a", 2.0f},
{"-0x1.0p1f", true, "f", -2.0f},
{"0x1.0p", false, "", 0.0f},
{"0x1.0pa", false, "", 0.0f},
{"0x1.0p!", false, "", 0.0f},
{"0x1.0p+", false, "", 0.0f},
{"0x1.0p+a", false, "", 0.0f},
{"0x1.0p+!", false, "", 0.0f},
{"0x1.0p-", false, "", 0.0f},
{"0x1.0p-a", false, "", 0.0f},
{"0x1.0p-!", false, "", 0.0f},
{"0x1.0p++", false, "", 0.0f},
{"0x1.0p+-", false, "", 0.0f},
{"0x1.0p-+", false, "", 0.0f},
{"0x1.0p--", false, "", 0.0f}}));
INSTANTIATE_TEST_SUITE_P(
HexFloat32ExponentTrailingSign, Float32StreamParseTest,
::testing::ValuesIn(std::vector<StreamParseCase<float>>{
{"0x1.0p1", true, "", 2.0f},
{"0x1.0p1+", true, "+", 2.0f},
{"0x1.0p1-", true, "-", 2.0f}}));
INSTANTIATE_TEST_SUITE_P(
HexFloat32PositiveExponentOverflow, Float32StreamParseTest,
::testing::ValuesIn(std::vector<StreamParseCase<float>>{
{"0x1.0p1", true, "", 2.0f}, {"0x1.0p15", true, "", 32768.0f}, {"0x1.0p127", true, "", float(ldexp(1.0f, 127))}, {"0x0.8p128", true, "", float(ldexp(1.0f, 127))}, {"0x0.1p131", true, "", float(ldexp(1.0f, 127))}, {"0x0.01p135", true, "", float(ldexp(1.0f, 127))}, {"0x1.0p128", true, "", float(ldexp(1.0f, 128))}, {"0x1.0p4294967295", true, "", float(ldexp(1.0f, 128))}, {"0x1.0p5000000000", true, "", float(ldexp(1.0f, 128))}, {"0x0.0p5000000000", true, "", 0.0f}, }));
INSTANTIATE_TEST_SUITE_P(
HexFloat32NegativeExponentOverflow, Float32StreamParseTest,
::testing::ValuesIn(std::vector<StreamParseCase<float>>{
{"0x1.0p-126", true, "",
float(ldexp(1.0f, -126))}, {"0x1.0p-127", true, "", float(ldexp(1.0f, -127))}, {"0x1.0p-149", true, "",
float(ldexp(1.0f, -149))}, {"0x0.8p-148", true, "",
float(ldexp(1.0f, -149))}, {"0x0.1p-145", true, "",
float(ldexp(1.0f, -149))}, {"0x0.01p-141", true, "",
float(ldexp(1.0f, -149))},
{"0x1.0p-150", true, "", 0.0f},
{"0x1.0p-4294967296", true, "",
0.0f}, {"0x1.0p-5000000000", true, "",
0.0f}, {"0x0.0p-5000000000", true, "", 0.0f}, }));
INSTANTIATE_TEST_SUITE_P(
HexFloat16ExcessSignificantDigits, Float16StreamParseTest,
::testing::ValuesIn(std::vector<StreamParseCase<Float16>>{
{"0x1.c00p0", true, "", makeF16(0, 0, 0x300)},
{"0x0p0", true, "", makeF16(0, -15, 0x0)},
{"0x000.0000p0", true, "", makeF16(0, -15, 0x0)},
{"0x1p0", true, "", makeF16(0, 0, 0x0)},
{"0x1.8p0", true, "", makeF16(0, 0, 0x200)},
{"0x1.cp0", true, "", makeF16(0, 0, 0x300)},
{"0x1.ep0", true, "", makeF16(0, 0, 0x380)},
{"0x1.fp0", true, "", makeF16(0, 0, 0x3c0)},
{"0x1.f8p0", true, "", makeF16(0, 0, 0x3e0)},
{"0x1.fcp0", true, "", makeF16(0, 0, 0x3f0)},
{"0x1.fep0", true, "", makeF16(0, 0, 0x3f8)},
{"0x1.ffp0", true, "", makeF16(0, 0, 0x3fc)},
{"0x1.ff8p0", true, "", makeF16(0, 0, 0x3fe)},
{"0x1.ffcp0", true, "", makeF16(0, 0, 0x3ff)},
{"0x1.800p0", true, "", makeF16(0, 0, 0x200)},
{"0x1.c00p0", true, "", makeF16(0, 0, 0x300)},
{"0x1.e00p0", true, "", makeF16(0, 0, 0x380)},
{"0x1.f00p0", true, "", makeF16(0, 0, 0x3c0)},
{"0x1.f80p0", true, "", makeF16(0, 0, 0x3e0)},
{"0x1.fc0p0", true, "", makeF16(0, 0, 0x3f0)},
{"0x1.fe0p0", true, "", makeF16(0, 0, 0x3f8)},
{"0x1.ff0p0", true, "", makeF16(0, 0, 0x3fc)},
{"0x1.ff8p0", true, "", makeF16(0, 0, 0x3fe)},
{"0x1.ffcp0", true, "", makeF16(0, 0, 0x3ff)},
{"0x1.c00000p0", true, "", makeF16(0, 0, 0x300)},
{"0x1.e00000p0", true, "", makeF16(0, 0, 0x380)},
{"0x1.f00000p0", true, "", makeF16(0, 0, 0x3c0)},
{"0x1.f80000p0", true, "", makeF16(0, 0, 0x3e0)},
{"0x1.fc0000p0", true, "", makeF16(0, 0, 0x3f0)},
{"0x1.fe0000p0", true, "", makeF16(0, 0, 0x3f8)},
{"0x1.ff0000p0", true, "", makeF16(0, 0, 0x3fc)},
{"0x1.ff8000p0", true, "", makeF16(0, 0, 0x3fe)},
{"0x1.ffcp0000", true, "", makeF16(0, 0, 0x3ff)},
{"0x1.5a4p0", true, "", makeF16(0, 0, 0x169)},
{"0x1.a58p0", true, "", makeF16(0, 0, 0x296)},
{"0x1.5a40000p0", true, "", makeF16(0, 0, 0x169)},
{"0x1.5a7ffffp0", true, "", makeF16(0, 0, 0x169)},
{"0x1.a580000p0", true, "", makeF16(0, 0, 0x296)},
{"0x1.a5bffffp0", true, "", makeF16(0, 0, 0x296)},
{"-0x0p0", true, "", makeF16(1, -15, 0x0)},
{"-0x000.0000p0", true, "", makeF16(1, -15, 0x0)},
{"-0x1.5a40000p0", true, "", makeF16(1, 0, 0x169)},
{"-0x1.5a7ffffp0", true, "", makeF16(1, 0, 0x169)},
{"-0x1.a580000p0", true, "", makeF16(1, 0, 0x296)},
{"-0x1.a5bffffp0", true, "", makeF16(1, 0, 0x296)}}));
INSTANTIATE_TEST_SUITE_P(
HexFloat16IncreasingExponentsAndMantissa, Float16StreamParseTest,
::testing::ValuesIn(std::vector<StreamParseCase<Float16>>{
{"0x0p0", true, "", makeF16(0, -15, 0x0)},
{"0x0p5000000000000", true, "", makeF16(0, -15, 0x0)},
{"-0x0p5000000000000", true, "", makeF16(1, -15, 0x0)},
{"0x1p0", true, "", makeF16(0, 0, 0x0)},
{"0x1p1", true, "", makeF16(0, 1, 0x0)},
{"0x1p16", true, "", makeF16(0, 16, 0x0)},
{"0x1p-1", true, "", makeF16(0, -1, 0x0)},
{"0x1p-14", true, "", makeF16(0, -14, 0x0)},
{"0x2p0", true, "", makeF16(0, 1, 0x0)},
{"0x2p1", true, "", makeF16(0, 2, 0x0)},
{"0x2p15", true, "", makeF16(0, 16, 0x0)},
{"0x2p-1", true, "", makeF16(0, 0, 0x0)},
{"0x2p-15", true, "", makeF16(0, -14, 0x0)},
{"0x8p0", true, "", makeF16(0, 3, 0x0)},
{"0x8p1", true, "", makeF16(0, 4, 0x0)},
{"0x8p13", true, "", makeF16(0, 16, 0x0)},
{"0x8p-3", true, "", makeF16(0, 0, 0x0)},
{"0x8p-17", true, "", makeF16(0, -14, 0x0)},
{"0x10.0p0", true, "", makeF16(0, 4, 0x0)},
{"0x10.0p1", true, "", makeF16(0, 5, 0x0)},
{"0x10.0p12", true, "", makeF16(0, 16, 0x0)},
{"0x10.0p-5", true, "", makeF16(0, -1, 0x0)},
{"0x10.0p-18", true, "", makeF16(0, -14, 0x0)},
{"0x1.5a40000p0", true, "", makeF16(0, 0, 0x169)},
{"0x1.5a7ffffp0", true, "", makeF16(0, 0, 0x169)},
{"0x2.5a40000p0", true, "", makeF16(0, 1, 0x0b4)},
{"0x2.5a7ffffp0", true, "", makeF16(0, 1, 0x0b4)},
{"0x4.5a40000p0", true, "", makeF16(0, 2, 0x05a)},
{"0x4.5a7ffffp0", true, "", makeF16(0, 2, 0x05a)},
{"0x8.5a40000p0", true, "", makeF16(0, 3, 0x02d)},
{"0x8.5a7ffffp0", true, "", makeF16(0, 3, 0x02d)}}));
Float8_E4M3 makeE4M3(int sign_bit, int unbiased_exp, int mantissa) {
EXPECT_LE(0, sign_bit);
EXPECT_LE(sign_bit, 1);
EXPECT_LE(-7, unbiased_exp); EXPECT_LE(unbiased_exp, 8);
EXPECT_LE(0, mantissa);
EXPECT_LE(mantissa, 0x7);
const unsigned biased_exp = 7 + unbiased_exp;
const uint32_t as_bits = sign_bit << 7 | (biased_exp << 3) | mantissa;
EXPECT_LE(as_bits, 0xffu);
return Float8_E4M3(static_cast<uint8_t>(as_bits));
}
TEST_P(FloatE4M3StreamParseTest, Samples) {
std::stringstream input(GetParam().literal);
HexFloat<FloatProxy<Float8_E4M3>> parsed_value(makeE4M3(0, 0, 0));
input >> parsed_value;
if (GetParam().expect_success) {
EXPECT_FALSE(input.fail());
std::string suffix;
input >> suffix;
const auto got = parsed_value.value();
const auto expected = GetParam().expected_value.value();
EXPECT_EQ(got.data(), expected.data())
<< "got: " << got << " expected: " << expected;
} else {
EXPECT_TRUE(input.fail());
}
}
INSTANTIATE_TEST_SUITE_P(
HexFloatE4M3IncreasingExponentsAndMantissa, FloatE4M3StreamParseTest,
::testing::ValuesIn(std::vector<StreamParseCase<Float8_E4M3>>{
{"0x0p0", true, "", makeE4M3(0, -7, 0x0)},
{"0x0p5000000000000", true, "", makeE4M3(0, -7, 0x0)},
{"-0x0p5000000000000", true, "", makeE4M3(1, -7, 0x0)},
{"0x1p0", true, "", makeE4M3(0, 0, 0x0)},
{"0x1p1", true, "", makeE4M3(0, 1, 0x0)},
{"0x1p8", true, "", makeE4M3(0, 8, 0x0)},
{"0x1p-1", true, "", makeE4M3(0, -1, 0x0)},
{"0x1p-6", true, "", makeE4M3(0, -6, 0x0)},
{"0x2p0", true, "", makeE4M3(0, 1, 0x0)},
{"0x2p1", true, "", makeE4M3(0, 2, 0x0)},
{"0x2p7", true, "", makeE4M3(0, 8, 0x0)},
{"0x2p-1", true, "", makeE4M3(0, 0, 0x0)},
{"0x2p-7", true, "", makeE4M3(0, -6, 0x0)},
{"0x8p0", true, "", makeE4M3(0, 3, 0x0)},
{"0x8p1", true, "", makeE4M3(0, 4, 0x0)},
{"0x8p5", true, "", makeE4M3(0, 8, 0x0)},
{"0x8p-3", true, "", makeE4M3(0, 0, 0x0)},
{"0x8p-9", true, "", makeE4M3(0, -6, 0x0)},
{"0x10.0p0", true, "", makeE4M3(0, 4, 0x0)},
{"0x10.0p1", true, "", makeE4M3(0, 5, 0x0)},
{"0x10.0p4", true, "", makeE4M3(0, 8, 0x0)},
{"0x10.0p-5", true, "", makeE4M3(0, -1, 0x0)},
{"0x10.0p-10", true, "", makeE4M3(0, -6, 0x0)},
{"0x1.5a40000p0", true, "", makeE4M3(0, 0, 0x2)},
{"0x1.5a7ffffp0", true, "", makeE4M3(0, 0, 0x2)},
{"0x2.5a40000p0", true, "", makeE4M3(0, 1, 0x1)},
{"0x2.5a7ffffp0", true, "", makeE4M3(0, 1, 0x1)},
{"0x4.5a40000p0", true, "", makeE4M3(0, 2, 0x0)},
{"0x4.5a7ffffp0", true, "", makeE4M3(0, 2, 0x0)},
{"0x8.5a40000p0", true, "", makeE4M3(0, 3, 0x0)},
{"0x8.5a7ffffp0", true, "", makeE4M3(0, 3, 0x0)}}));
Float8_E5M2 makeE5M2(int sign_bit, int unbiased_exp, int mantissa) {
EXPECT_LE(0, sign_bit);
EXPECT_LE(sign_bit, 1);
EXPECT_LE(-15, unbiased_exp); EXPECT_LE(unbiased_exp, 16);
EXPECT_LE(0, mantissa);
EXPECT_LE(mantissa, 0x3);
const unsigned biased_exp = 15 + unbiased_exp;
const uint32_t as_bits = sign_bit << 7 | (biased_exp << 2) | mantissa;
EXPECT_LE(as_bits, 0xffu);
return Float8_E5M2(static_cast<uint8_t>(as_bits));
}
TEST_P(FloatE5M2StreamParseTest, Samples) {
std::stringstream input(GetParam().literal);
HexFloat<FloatProxy<Float8_E5M2>> parsed_value(makeE5M2(0, 0, 0));
input >> parsed_value;
if (GetParam().expect_success) {
EXPECT_FALSE(input.fail());
std::string suffix;
input >> suffix;
const auto got = parsed_value.value();
const auto expected = GetParam().expected_value.value();
EXPECT_EQ(got.data(), expected.data())
<< "got: " << got << " expected: " << expected;
} else {
EXPECT_TRUE(input.fail());
}
}
INSTANTIATE_TEST_SUITE_P(
HexFloatE5M2IncreasingExponentsAndMantissa, FloatE5M2StreamParseTest,
::testing::ValuesIn(std::vector<StreamParseCase<Float8_E5M2>>{
{"0x0p0", true, "", makeE5M2(0, -15, 0x0)},
{"0x0p5000000000000", true, "", makeE5M2(0, -15, 0x0)},
{"-0x0p5000000000000", true, "", makeE5M2(1, -15, 0x0)},
{"0x1p0", true, "", makeE5M2(0, 0, 0x0)},
{"0x1p1", true, "", makeE5M2(0, 1, 0x0)},
{"0x1p16", true, "", makeE5M2(0, 16, 0x0)},
{"0x1p-1", true, "", makeE5M2(0, -1, 0x0)},
{"0x1p-14", true, "", makeE5M2(0, -14, 0x0)},
{"0x2p0", true, "", makeE5M2(0, 1, 0x0)},
{"0x2p1", true, "", makeE5M2(0, 2, 0x0)},
{"0x2p15", true, "", makeE5M2(0, 16, 0x0)},
{"0x2p-1", true, "", makeE5M2(0, 0, 0x0)},
{"0x2p-15", true, "", makeE5M2(0, -14, 0x0)},
{"0x8p0", true, "", makeE5M2(0, 3, 0x0)},
{"0x8p1", true, "", makeE5M2(0, 4, 0x0)},
{"0x8p13", true, "", makeE5M2(0, 16, 0x0)},
{"0x8p-3", true, "", makeE5M2(0, 0, 0x0)},
{"0x8p-17", true, "", makeE5M2(0, -14, 0x0)},
{"0x10.0p0", true, "", makeE5M2(0, 4, 0x0)},
{"0x10.0p1", true, "", makeE5M2(0, 5, 0x0)},
{"0x10.0p12", true, "", makeE5M2(0, 16, 0x0)},
{"0x10.0p-5", true, "", makeE5M2(0, -1, 0x0)},
{"0x10.0p-18", true, "", makeE5M2(0, -14, 0x0)},
{"0x1.aa40000p0", true, "", makeE5M2(0, 0, 0x2)},
{"0x1.aa7ffffp0", true, "", makeE5M2(0, 0, 0x2)},
{"0x2.aa40000p0", true, "", makeE5M2(0, 1, 0x1)},
{"0x2.aa7ffffp0", true, "", makeE5M2(0, 1, 0x1)},
{"0x4.aa40000p0", true, "", makeE5M2(0, 2, 0x0)},
{"0x4.aa7ffffp0", true, "", makeE5M2(0, 2, 0x0)},
{"0x8.aa40000p0", true, "", makeE5M2(0, 3, 0x0)},
{"0x8.aa7ffffp0", true, "", makeE5M2(0, 3, 0x0)}}));
} } }