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-rw-r--r--media/highway/src/hwy/tests/demote_test.cc328
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diff --git a/media/highway/src/hwy/tests/demote_test.cc b/media/highway/src/hwy/tests/demote_test.cc
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+// Copyright 2019 Google LLC
+// SPDX-License-Identifier: Apache-2.0
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+#include <stddef.h>
+#include <stdint.h>
+#include <string.h>
+
+#undef HWY_TARGET_INCLUDE
+#define HWY_TARGET_INCLUDE "tests/demote_test.cc"
+#include "hwy/foreach_target.h"
+
+#include "hwy/highway.h"
+#include "hwy/tests/test_util-inl.h"
+
+// Causes build timeout.
+#if !HWY_IS_MSAN
+
+HWY_BEFORE_NAMESPACE();
+namespace hwy {
+namespace HWY_NAMESPACE {
+
+template <typename T, HWY_IF_FLOAT(T)>
+bool IsFiniteT(T t) {
+ return std::isfinite(t);
+}
+// Wrapper avoids calling std::isfinite for integer types (ambiguous).
+template <typename T, HWY_IF_NOT_FLOAT(T)>
+bool IsFiniteT(T /*unused*/) {
+ return true;
+}
+
+template <typename ToT>
+struct TestDemoteTo {
+ template <typename T, class D>
+ HWY_NOINLINE void operator()(T /*unused*/, D from_d) {
+ static_assert(!IsFloat<ToT>(), "Use TestDemoteToFloat for float output");
+ static_assert(sizeof(T) > sizeof(ToT), "Input type must be wider");
+ const Rebind<ToT, D> to_d;
+
+ const size_t N = Lanes(from_d);
+ auto from = AllocateAligned<T>(N);
+ auto expected = AllocateAligned<ToT>(N);
+
+ // Narrower range in the wider type, for clamping before we cast
+ const T min = LimitsMin<ToT>();
+ const T max = LimitsMax<ToT>();
+
+ const auto value_ok = [&](T& value) {
+ if (!IsFiniteT(value)) return false;
+ return true;
+ };
+
+ RandomState rng;
+ for (size_t rep = 0; rep < AdjustedReps(1000); ++rep) {
+ for (size_t i = 0; i < N; ++i) {
+ do {
+ const uint64_t bits = rng();
+ memcpy(&from[i], &bits, sizeof(T));
+ } while (!value_ok(from[i]));
+ expected[i] = static_cast<ToT>(HWY_MIN(HWY_MAX(min, from[i]), max));
+ }
+
+ const auto in = Load(from_d, from.get());
+ HWY_ASSERT_VEC_EQ(to_d, expected.get(), DemoteTo(to_d, in));
+ }
+ }
+};
+
+HWY_NOINLINE void TestAllDemoteToInt() {
+ ForDemoteVectors<TestDemoteTo<uint8_t>>()(int16_t());
+ ForDemoteVectors<TestDemoteTo<uint8_t>, 2>()(int32_t());
+
+ ForDemoteVectors<TestDemoteTo<int8_t>>()(int16_t());
+ ForDemoteVectors<TestDemoteTo<int8_t>, 2>()(int32_t());
+
+ const ForDemoteVectors<TestDemoteTo<uint16_t>> to_u16;
+ to_u16(int32_t());
+
+ const ForDemoteVectors<TestDemoteTo<int16_t>> to_i16;
+ to_i16(int32_t());
+}
+
+HWY_NOINLINE void TestAllDemoteToMixed() {
+#if HWY_HAVE_FLOAT64
+ const ForDemoteVectors<TestDemoteTo<int32_t>> to_i32;
+ to_i32(double());
+#endif
+}
+
+template <typename ToT>
+struct TestDemoteToFloat {
+ template <typename T, class D>
+ HWY_NOINLINE void operator()(T /*unused*/, D from_d) {
+ // For floats, we clamp differently and cannot call LimitsMin.
+ static_assert(IsFloat<ToT>(), "Use TestDemoteTo for integer output");
+ static_assert(sizeof(T) > sizeof(ToT), "Input type must be wider");
+ const Rebind<ToT, D> to_d;
+
+ const size_t N = Lanes(from_d);
+ auto from = AllocateAligned<T>(N);
+ auto expected = AllocateAligned<ToT>(N);
+
+ RandomState rng;
+ for (size_t rep = 0; rep < AdjustedReps(1000); ++rep) {
+ for (size_t i = 0; i < N; ++i) {
+ do {
+ const uint64_t bits = rng();
+ memcpy(&from[i], &bits, sizeof(T));
+ } while (!IsFiniteT(from[i]));
+ const T magn = std::abs(from[i]);
+ const T max_abs = HighestValue<ToT>();
+ // NOTE: std:: version from C++11 cmath is not defined in RVV GCC, see
+ // https://lists.freebsd.org/pipermail/freebsd-current/2014-January/048130.html
+ const T clipped = copysign(HWY_MIN(magn, max_abs), from[i]);
+ expected[i] = static_cast<ToT>(clipped);
+ }
+
+ HWY_ASSERT_VEC_EQ(to_d, expected.get(),
+ DemoteTo(to_d, Load(from_d, from.get())));
+ }
+ }
+};
+
+HWY_NOINLINE void TestAllDemoteToFloat() {
+ // Must test f16 separately because we can only load/store/convert them.
+
+#if HWY_HAVE_FLOAT64
+ const ForDemoteVectors<TestDemoteToFloat<float>, 1> to_float;
+ to_float(double());
+#endif
+}
+
+template <class D>
+AlignedFreeUniquePtr<float[]> ReorderBF16TestCases(D d, size_t& padded) {
+ const float test_cases[] = {
+ // Same as BF16TestCases:
+ // +/- 1
+ 1.0f,
+ -1.0f,
+ // +/- 0
+ 0.0f,
+ -0.0f,
+ // near 0
+ 0.25f,
+ -0.25f,
+ // +/- integer
+ 4.0f,
+ -32.0f,
+ // positive +/- delta
+ 2.015625f,
+ 3.984375f,
+ // negative +/- delta
+ -2.015625f,
+ -3.984375f,
+
+ // No huge values - would interfere with sum. But add more to fill 2 * N:
+ -2.0f,
+ -10.0f,
+ 0.03125f,
+ 1.03125f,
+ 1.5f,
+ 2.0f,
+ 4.0f,
+ 5.0f,
+ 6.0f,
+ 8.0f,
+ 10.0f,
+ 256.0f,
+ 448.0f,
+ 2080.0f,
+ };
+ const size_t kNumTestCases = sizeof(test_cases) / sizeof(test_cases[0]);
+ const size_t N = Lanes(d);
+ padded = RoundUpTo(kNumTestCases, 2 * N); // allow loading pairs of vectors
+ auto in = AllocateAligned<float>(padded);
+ auto expected = AllocateAligned<float>(padded);
+ std::copy(test_cases, test_cases + kNumTestCases, in.get());
+ std::fill(in.get() + kNumTestCases, in.get() + padded, 0.0f);
+ return in;
+}
+
+class TestReorderDemote2To {
+ // In-place N^2 selection sort to avoid dependencies
+ void Sort(float* p, size_t count) {
+ for (size_t i = 0; i < count - 1; ++i) {
+ // Find min_element
+ size_t idx_min = i;
+ for (size_t j = i + 1; j < count; j++) {
+ if (p[j] < p[idx_min]) {
+ idx_min = j;
+ }
+ }
+
+ // Swap with current
+ const float tmp = p[i];
+ p[i] = p[idx_min];
+ p[idx_min] = tmp;
+ }
+ }
+
+ public:
+ template <typename TF32, class DF32>
+ HWY_NOINLINE void operator()(TF32 /*t*/, DF32 d32) {
+#if HWY_TARGET != HWY_SCALAR
+
+ size_t padded;
+ auto in = ReorderBF16TestCases(d32, padded);
+
+ using TBF16 = bfloat16_t;
+ const Repartition<TBF16, DF32> dbf16;
+ const Half<decltype(dbf16)> dbf16_half;
+ const size_t N = Lanes(d32);
+ auto temp16 = AllocateAligned<TBF16>(2 * N);
+ auto expected = AllocateAligned<float>(2 * N);
+ auto actual = AllocateAligned<float>(2 * N);
+
+ for (size_t i = 0; i < padded; i += 2 * N) {
+ const auto f0 = Load(d32, &in[i + 0]);
+ const auto f1 = Load(d32, &in[i + N]);
+ const auto v16 = ReorderDemote2To(dbf16, f0, f1);
+ Store(v16, dbf16, temp16.get());
+ const auto promoted0 = PromoteTo(d32, Load(dbf16_half, temp16.get() + 0));
+ const auto promoted1 = PromoteTo(d32, Load(dbf16_half, temp16.get() + N));
+
+ // Smoke test: sum should be same (with tolerance for non-associativity)
+ const auto sum_expected =
+ GetLane(SumOfLanes(d32, Add(promoted0, promoted1)));
+ const auto sum_actual = GetLane(SumOfLanes(d32, Add(f0, f1)));
+ HWY_ASSERT(sum_actual - 1E-4 <= sum_actual &&
+ sum_expected <= sum_actual + 1E-4);
+
+ // Ensure values are the same after sorting to undo the Reorder
+ Store(f0, d32, expected.get() + 0);
+ Store(f1, d32, expected.get() + N);
+ Store(promoted0, d32, actual.get() + 0);
+ Store(promoted1, d32, actual.get() + N);
+ Sort(expected.get(), 2 * N);
+ Sort(actual.get(), 2 * N);
+ HWY_ASSERT_VEC_EQ(d32, expected.get() + 0, Load(d32, actual.get() + 0));
+ HWY_ASSERT_VEC_EQ(d32, expected.get() + N, Load(d32, actual.get() + N));
+ }
+#else // HWY_SCALAR
+ (void)d32;
+#endif
+ }
+};
+
+HWY_NOINLINE void TestAllReorderDemote2To() {
+ ForShrinkableVectors<TestReorderDemote2To>()(float());
+}
+
+struct TestI32F64 {
+ template <typename TF, class DF>
+ HWY_NOINLINE void operator()(TF /*unused*/, const DF df) {
+ using TI = int32_t;
+ const Rebind<TI, DF> di;
+ const size_t N = Lanes(df);
+
+ // Integer positive
+ HWY_ASSERT_VEC_EQ(di, Iota(di, TI(4)), DemoteTo(di, Iota(df, TF(4.0))));
+
+ // Integer negative
+ HWY_ASSERT_VEC_EQ(di, Iota(di, -TI(N)), DemoteTo(di, Iota(df, -TF(N))));
+
+ // Above positive
+ HWY_ASSERT_VEC_EQ(di, Iota(di, TI(2)), DemoteTo(di, Iota(df, TF(2.001))));
+
+ // Below positive
+ HWY_ASSERT_VEC_EQ(di, Iota(di, TI(3)), DemoteTo(di, Iota(df, TF(3.9999))));
+
+ const TF eps = static_cast<TF>(0.0001);
+ // Above negative
+ HWY_ASSERT_VEC_EQ(di, Iota(di, -TI(N)),
+ DemoteTo(di, Iota(df, -TF(N + 1) + eps)));
+
+ // Below negative
+ HWY_ASSERT_VEC_EQ(di, Iota(di, -TI(N + 1)),
+ DemoteTo(di, Iota(df, -TF(N + 1) - eps)));
+
+ // Huge positive float
+ HWY_ASSERT_VEC_EQ(di, Set(di, LimitsMax<TI>()),
+ DemoteTo(di, Set(df, TF(1E12))));
+
+ // Huge negative float
+ HWY_ASSERT_VEC_EQ(di, Set(di, LimitsMin<TI>()),
+ DemoteTo(di, Set(df, TF(-1E12))));
+ }
+};
+
+HWY_NOINLINE void TestAllI32F64() {
+#if HWY_HAVE_FLOAT64
+ ForDemoteVectors<TestI32F64>()(double());
+#endif
+}
+
+// NOLINTNEXTLINE(google-readability-namespace-comments)
+} // namespace HWY_NAMESPACE
+} // namespace hwy
+HWY_AFTER_NAMESPACE();
+
+#endif // !HWY_IS_MSAN
+
+#if HWY_ONCE
+
+namespace hwy {
+#if !HWY_IS_MSAN
+HWY_BEFORE_TEST(HwyDemoteTest);
+HWY_EXPORT_AND_TEST_P(HwyDemoteTest, TestAllDemoteToInt);
+HWY_EXPORT_AND_TEST_P(HwyDemoteTest, TestAllDemoteToMixed);
+HWY_EXPORT_AND_TEST_P(HwyDemoteTest, TestAllDemoteToFloat);
+HWY_EXPORT_AND_TEST_P(HwyDemoteTest, TestAllReorderDemote2To);
+HWY_EXPORT_AND_TEST_P(HwyDemoteTest, TestAllI32F64);
+#endif // !HWY_IS_MSAN
+} // namespace hwy
+
+#endif
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