Added SIMD version of BitArray find. (#464)

This commit is contained in:
Branimir Karadžić
2026-10-17 09:37:35 -07:00
committed by GitHub
parent ad000aeb31
commit fbadfc3abc
6 changed files with 1426 additions and 300 deletions

View File

@@ -153,6 +153,14 @@ namespace bx
/// usage asserts in caller's code.
uint32_t findRange(uint32_t _beginBit, uint32_t _endBit, uint32_t _numBits) const;
/// `findSet` continued after inline check of the first word. `_beginBit` is aligned down to
/// multiple of 64.
uint32_t findSetFrom(uint32_t _beginBit, uint32_t _endBit) const;
/// `findClear` continued after inline check of the first word. `_beginBit` is aligned down to
/// multiple of 64.
uint32_t findClearFrom(uint32_t _beginBit, uint32_t _endBit) const;
uint64_t* m_ptr;
uint32_t m_sizeInBytes;
uint32_t m_count;
@@ -481,6 +489,15 @@ namespace bx
///
void updateMip(uint32_t _beginWord, uint32_t _endWord);
/// Updates the mip bits for words [_beginWord, _endWord) after a range set, where all
/// words except the first and the last one are filled with `_value`.
///
/// @param[in] _beginWord First word index (inclusive).
/// @param[in] _endWord Last word index (exclusive).
/// @param[in] _value Value the bits were set to.
///
void updateMipFilled(uint32_t _beginWord, uint32_t _endWord, bool _value);
/// Marks the mip bits past the last word as full, so searches stop there.
void setMipTail();

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@@ -93,27 +93,25 @@ namespace bx
, m_count
);
uint32_t idx = _beginBit;
while (idx < _endBit)
if (_beginBit >= _endBit)
{
const uint32_t word = idx/64;
const uint64_t bits = m_ptr[word] & (~UINT64_C(0) << (idx & 63) );
if (0 != bits)
{
const uint32_t found = word*64 + findFirstSet(bits) - 1;
return found < _endBit
? found
: kInvalid
;
}
idx = (word + 1)*64;
return kInvalid;
}
return kInvalid;
const uint32_t word = _beginBit/64;
const uint64_t bits = m_ptr[word] & (~UINT64_C(0) << (_beginBit & 63) );
if (0 != bits)
{
const uint32_t found = word*64 + findFirstSet(bits) - 1;
return found < _endBit
? found
: kInvalid
;
}
return findSetFrom( (word + 1)*64, _endBit);
}
inline uint32_t BitArrayViewBase::findClear(uint32_t _beginBit, uint32_t _endBit) const
@@ -125,27 +123,25 @@ namespace bx
, m_count
);
uint32_t idx = _beginBit;
while (idx < _endBit)
if (_beginBit >= _endBit)
{
const uint32_t word = idx/64;
const uint64_t bits = ~m_ptr[word] & (~UINT64_C(0) << (idx & 63) );
if (0 != bits)
{
const uint32_t found = word*64 + findFirstSet(bits) - 1;
return found < _endBit
? found
: kInvalid
;
}
idx = (word + 1)*64;
return kInvalid;
}
return kInvalid;
const uint32_t word = _beginBit/64;
const uint64_t bits = ~m_ptr[word] & (~UINT64_C(0) << (_beginBit & 63) );
if (0 != bits)
{
const uint32_t found = word*64 + findFirstSet(bits) - 1;
return found < _endBit
? found
: kInvalid
;
}
return findClearFrom( (word + 1)*64, _endBit);
}
inline uint32_t BitArrayViewBase::countBits() const
@@ -462,7 +458,19 @@ namespace bx
if (_beginBit < _endBit)
{
MutableBitArrayView(m_ptr, m_sizeInBytes, m_count).set(_beginBit, _endBit, _value);
updateMip(_beginBit/64, alignUp(_endBit, 64)/64);
const uint32_t beginWord = _beginBit/64;
const uint32_t lastWord = (_endBit - 1)/64;
if (beginWord == lastWord)
{
const uint64_t mipMask = UINT64_C(1) << (beginWord & 63);
const uint64_t full = ~UINT64_C(0) == m_ptr[beginWord] ? mipMask : 0;
m_mip[beginWord/64] = (m_mip[beginWord/64] & ~mipMask) | full;
return;
}
updateMipFilled(beginWord, lastWord + 1, _value);
}
}
@@ -489,7 +497,8 @@ namespace bx
if (NULL != m_ptr)
{
MutableBitArrayView(m_ptr, m_sizeInBytes, m_count).clear();
updateMip(0, m_sizeInBytes/8);
memSet(m_mip, 0, getNumMipWords(m_sizeInBytes/8) * sizeof(uint64_t) );
setMipTail();
}
}
@@ -602,18 +611,30 @@ namespace bx
inline void MippedBitArrayBase::updateMip(uint32_t _beginWord, uint32_t _endWord)
{
for (uint32_t ii = _beginWord; ii < _endWord; ++ii)
if (_beginWord + 1 == _endWord)
{
const uint64_t mipMask = UINT64_C(1) << (ii & 63);
const uint64_t mipMask = UINT64_C(1) << (_beginWord & 63);
const uint64_t full = ~UINT64_C(0) == m_ptr[_beginWord] ? mipMask : 0;
m_mip[_beginWord/64] = (m_mip[_beginWord/64] & ~mipMask) | full;
return;
}
if (~UINT64_C(0) == m_ptr[ii])
for (uint32_t ii = _beginWord; ii < _endWord;)
{
const uint32_t mipWord = ii/64;
const uint32_t end = min(_endWord, (mipWord + 1)*64);
uint64_t mask = 0;
uint64_t full = 0;
for (; ii < end; ++ii)
{
m_mip[ii/64] |= mipMask;
}
else
{
m_mip[ii/64] &= ~mipMask;
const uint64_t bit = UINT64_C(1) << (ii & 63);
mask |= bit;
full |= ~UINT64_C(0) == m_ptr[ii] ? bit : 0;
}
m_mip[mipWord] = (m_mip[mipWord] & ~mask) | full;
}
}

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@@ -2445,6 +2445,13 @@ BX_FP_PRECISE_END()
#if BX_COMPILER_GCC || BX_COMPILER_CLANG
return __builtin_popcount(_val);
#else
# if BX_COMPILER_MSVC && BX_SIMD_SSE
if (!isConstantEvaluated() )
{
return uint8_t(_mm_popcnt_u32(_val) );
}
# endif // BX_COMPILER_MSVC && BX_SIMD_SSE
const uint32_t tmp0 = (_val >> 1);
const uint32_t tmp1 = (tmp0 & 0x55555555);
const uint32_t tmp2 = (_val - tmp1);
@@ -2473,6 +2480,13 @@ BX_FP_PRECISE_END()
#if BX_COMPILER_GCC || BX_COMPILER_CLANG
return __builtin_popcountll(_val);
#else
# if BX_COMPILER_MSVC && BX_SIMD_SSE && BX_ARCH_64BIT
if (!isConstantEvaluated() )
{
return uint8_t(_mm_popcnt_u64(_val) );
}
# endif // BX_COMPILER_MSVC && BX_SIMD_SSE && BX_ARCH_64BIT
const uint32_t lo = uint32_t(_val&UINT32_MAX);
const uint32_t hi = uint32_t(_val>>32);

File diff suppressed because it is too large Load Diff

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@@ -979,6 +979,38 @@ TEST_CASE("BitArray-ranges-ending-on-word-boundary", "[container]")
REQUIRE( (UINT64_MAX >> 28) == words[2]);
}
namespace bx
{
uint32_t bitSetFindRef(const uint64_t* _ptr, uint32_t _beginBit, uint32_t _endBit, uint32_t _numBits);
uint32_t bitSetFindSimd(const uint64_t* _ptr, uint32_t _beginBit, uint32_t _endBit, uint32_t _numBits);
uint32_t bitSetFindWordRef(const uint64_t* _ptr, uint32_t _beginWord, uint32_t _endWord, uint32_t _match);
uint32_t bitSetFindWordSimd(const uint64_t* _ptr, uint32_t _beginWord, uint32_t _endWord, uint32_t _match);
uint32_t bitSetFindLastWordRef(const uint64_t* _ptr, uint32_t _beginWord, uint32_t _endWord, uint32_t _match);
uint32_t bitSetFindLastWordSimd(const uint64_t* _ptr, uint32_t _beginWord, uint32_t _endWord, uint32_t _match);
}
static bool getBit(const uint64_t* _bits, uint32_t _idx)
{
return 0 != ( (_bits[_idx/64] >> (_idx & 63) ) & 1);
}
static uint32_t findFirstFit(const uint64_t* _bits, uint32_t _beginBit, uint32_t _endBit, uint32_t _numBits)
{
uint32_t run = 0;
for (uint32_t ii = _beginBit; ii < _endBit; ++ii)
{
run = getBit(_bits, ii) ? 0 : run + 1;
if (run == _numBits)
{
return ii + 1 - _numBits;
}
}
return bx::kInvalid;
}
static uint32_t findRef(const bx::MutableBitArrayView& _bs, uint32_t _beginBit, uint32_t _endBit, uint32_t _numBits)
{
for (uint32_t ii = _beginBit; ii + _numBits <= _endBit; ++ii)
@@ -1073,7 +1105,7 @@ TEST_CASE("BitArray-find-bench", "[.][!benchmark]")
char name[64];
for (uint32_t numBits : { 4u, 12u, 40u, 200u, 300u })
for (uint32_t numBits : { 1u, 2u, 4u, 6u, 7u, 12u, 14u, 15u, 24u, 31u, 40u, 63u, 64u, 127u, 200u, 300u })
{
uint32_t idx = 0;
@@ -1084,6 +1116,399 @@ TEST_CASE("BitArray-find-bench", "[.][!benchmark]")
return idx;
};
bx::snprintf(name, sizeof(name), "find ref %u", numBits);
BENCHMARK(name)
{
return bx::bitSetFindRef(bits, 0, kNumBits, numBits);
};
REQUIRE( (bx::kInvalid == idx) == (bx::kInvalid == findRef(bs, 0, kNumBits, numBits) ) );
}
}
TEST_CASE("BitArray-find-simd-matches-ref", "[container]")
{
constexpr uint32_t kMaxWords = 80;
uint64_t bits[kMaxWords];
bx::RngMwc rng;
for (uint32_t iter = 0; iter < 50000; ++iter)
{
const uint32_t numWords = 1 + rng.gen() % kMaxWords;
const uint32_t numBits = numWords*64;
bx::MutableBitArrayView bs(bits, numWords*sizeof(uint64_t) );
const uint32_t density = rng.gen() % 6;
bs.clear();
for (uint32_t ii = 0, num = rng.gen() % (4 + numWords*4); ii < num; ++ii)
{
const uint32_t begin = rng.gen() % numBits;
const uint32_t end = bx::min(numBits, begin + 1 + rng.gen() % (4 << density) );
bs.set(begin, end, true);
}
if (0 == (rng.gen() & 3) )
{
bs.set(0, numBits, true);
for (uint32_t ii = 0, num = rng.gen() % 4; ii < num; ++ii)
{
const uint32_t begin = rng.gen() % numBits;
const uint32_t end = bx::min(numBits, begin + 1 + rng.gen() % 320);
bs.set(begin, end, false);
}
}
const uint32_t runBits = 0 == (rng.gen() & 1) ? 1 + rng.gen() % 8 : 1 + rng.gen() % 300;
const uint32_t beginBit = rng.gen() % numBits;
const uint32_t endBit = beginBit + 1 + rng.gen() % (numBits - beginBit);
const uint32_t ref = bx::bitSetFindRef (bits, beginBit, endBit, runBits);
const uint32_t simd = bx::bitSetFindSimd(bits, beginBit, endBit, runBits);
INFO("Iteration " << iter << ", words " << numWords << ", range [" << beginBit << ", " << endBit << "), num bits " << runBits << ", simd " << simd << ", ref " << ref);
REQUIRE(ref == simd);
REQUIRE(findFirstFit(bits, beginBit, endBit, runBits) == simd);
}
}
TEST_CASE("BitArray-ops-bench", "[.][!benchmark]")
{
constexpr uint32_t kNumBits = 64<<10;
alignas(64) static uint64_t bits[kNumBits/64];
bx::MutableBitArrayView bs(bits, sizeof(bits) );
char name[64];
for (uint32_t numBits : { 7u, 64u, 300u, 4096u })
{
bs.clear();
bx::snprintf(name, sizeof(name), "set %u", numBits);
BENCHMARK(name)
{
bs.set(13, 13 + numBits, true);
bs.set(13, 13 + numBits, false);
return bits[0];
};
}
bs.clear();
BENCHMARK("countBits 64K")
{
return bs.countBits(1, kNumBits - 1);
};
BENCHMARK("testNone 64K")
{
return bs.testNone(1, kNumBits - 1);
};
BENCHMARK("testAny 64K")
{
return bs.testAny(1, kNumBits - 1);
};
BENCHMARK("findSet first 64K")
{
return bs.findSet(bx::kFirst);
};
BENCHMARK("findSet range 64K")
{
return bs.findSet(1, kNumBits - 1);
};
bs.set(0, kNumBits, true);
BENCHMARK("testAll 64K")
{
return bs.testAll(1, kNumBits - 1);
};
BENCHMARK("findClear range 64K")
{
return bs.findClear(1, kNumBits - 1);
};
BENCHMARK("find 1 64K")
{
return bs.find(1);
};
BENCHMARK("find 12 64K")
{
return bs.find(12);
};
bx::RngMwc rng;
for (uint32_t ii = 0; ii < kNumBits; ++ii)
{
bits[ii/64] = (uint64_t(rng.gen() ) << 32) | rng.gen();
}
BENCHMARK("countBits random 64K")
{
return bs.countBits(1, kNumBits - 1);
};
for (uint32_t numBits : { 300u, 4096u })
{
bx::snprintf(name, sizeof(name), "blit %u", numBits);
BENCHMARK(name)
{
bs.blit(1000, 3, numBits);
return bits[20];
};
bx::snprintf(name, sizeof(name), "blit aligned %u", numBits);
BENCHMARK(name)
{
bs.blit(1024, 128, numBits);
return bits[20];
};
}
}
static void fillRandom(bx::RngMwc& _rng, uint64_t* _bits, uint32_t _numWords)
{
const uint32_t mode = _rng.gen() % 4;
for (uint32_t ii = 0; ii < _numWords; ++ii)
{
const uint64_t word = (uint64_t(_rng.gen() ) << 32) | _rng.gen();
const uint32_t pick = _rng.gen() % 8;
switch (mode)
{
case 0: _bits[ii] = word; break;
case 1: _bits[ii] = 0 == pick ? word : 0; break;
case 2: _bits[ii] = 0 == pick ? word : UINT64_MAX; break;
default: _bits[ii] = 0 == pick ? word : 1 == pick ? 0 : UINT64_MAX; break;
}
}
}
TEST_CASE("BitArray-find-word-simd-matches-ref", "[container]")
{
constexpr uint32_t kMaxWords = 80;
uint64_t bits[kMaxWords];
bx::RngMwc rng;
for (uint32_t iter = 0; iter < 50000; ++iter)
{
const uint32_t numWords = 1 + rng.gen() % kMaxWords;
fillRandom(rng, bits, numWords);
const uint32_t begin = rng.gen() % (numWords + 1);
const uint32_t end = begin + rng.gen() % (numWords - begin + 1);
const uint32_t match = rng.gen() % 3;
INFO("Iteration " << iter << ", words " << numWords << ", range [" << begin << ", " << end << "), match " << match);
REQUIRE(bx::bitSetFindWordRef(bits, begin, end, match) == bx::bitSetFindWordSimd(bits, begin, end, match) );
REQUIRE(bx::bitSetFindLastWordRef(bits, begin, end, match) == bx::bitSetFindLastWordSimd(bits, begin, end, match) );
}
}
TEST_CASE("BitArray-range-ops-random", "[container]")
{
constexpr uint32_t kMaxWords = 80;
uint64_t bits[kMaxWords];
bx::RngMwc rng;
for (uint32_t iter = 0; iter < 50000; ++iter)
{
const uint32_t numWords = 1 + rng.gen() % kMaxWords;
const uint32_t numBits = numWords*64;
fillRandom(rng, bits, numWords);
bx::MutableBitArrayView bs(bits, numWords*sizeof(uint64_t) );
const uint32_t beginBit = rng.gen() % (numBits + 1);
const uint32_t endBit = beginBit + rng.gen() % (numBits - beginBit + 1);
uint32_t count = 0;
uint32_t firstSet = bx::kInvalid;
uint32_t firstClr = bx::kInvalid;
for (uint32_t ii = beginBit; ii < endBit; ++ii)
{
const bool bit = getBit(bits, ii);
count += bit;
firstSet = bit && bx::kInvalid == firstSet ? ii : firstSet;
firstClr = !bit && bx::kInvalid == firstClr ? ii : firstClr;
}
const uint32_t numRange = endBit - beginBit;
INFO("Iteration " << iter << ", words " << numWords << ", range [" << beginBit << ", " << endBit << ")");
REQUIRE(count == bs.countBits(beginBit, endBit) );
REQUIRE( (0 != count) == bs.testAny(beginBit, endBit) );
REQUIRE( (0 == count) == bs.testNone(beginBit, endBit) );
REQUIRE( (numRange == count) == bs.testAll(beginBit, endBit) );
REQUIRE(firstSet == bs.findSet(beginBit, endBit) );
REQUIRE(firstClr == bs.findClear(beginBit, endBit) );
uint32_t first = bx::kInvalid;
uint32_t last = bx::kInvalid;
for (uint32_t ii = 0; ii < numBits; ++ii)
{
if (getBit(bits, ii) )
{
first = bx::kInvalid == first ? ii : first;
last = ii;
}
}
REQUIRE(first == bs.findSet(bx::kFirst) );
REQUIRE(last == bs.findSet(bx::kLast) );
}
}
TEST_CASE("BitArray-blit-random", "[container]")
{
constexpr uint32_t kNumWords = 40;
constexpr uint32_t kNumBits = kNumWords*64;
uint64_t bits[kNumWords];
uint64_t expected[kNumWords];
bx::RngMwc rng;
for (uint32_t iter = 0; iter < 50000; ++iter)
{
fillRandom(rng, bits, kNumWords);
bx::memCopy(expected, bits, sizeof(bits) );
const uint32_t numBits = 1 + rng.gen() % (0 == (rng.gen() & 1) ? 160 : kNumBits/2);
const uint32_t srcBit = rng.gen() % (kNumBits - numBits + 1);
const uint32_t dstBit = 0 == (rng.gen() & 3)
? bx::min(kNumBits - numBits, (srcBit & ~7u) + (rng.gen() % 64)*8)
: rng.gen() % (kNumBits - numBits + 1)
;
bool tmp[kNumBits];
for (uint32_t ii = 0; ii < numBits; ++ii)
{
tmp[ii] = getBit(expected, srcBit + ii);
}
for (uint32_t ii = 0; ii < numBits; ++ii)
{
const uint32_t idx = dstBit + ii;
expected[idx/64] = (expected[idx/64] & ~(UINT64_C(1) << (idx & 63) ) ) | (uint64_t(tmp[ii]) << (idx & 63) );
}
bx::MutableBitArrayView bs(bits, sizeof(bits) );
bs.blit(dstBit, srcBit, numBits);
INFO("Iteration " << iter << ", dst " << dstBit << ", src " << srcBit << ", num bits " << numBits);
REQUIRE(0 == bx::memCmp(bits, expected, sizeof(bits) ) );
}
}
TEST_CASE("BitArray-set-random", "[container]")
{
constexpr uint32_t kNumWords = 40;
constexpr uint32_t kNumBits = kNumWords*64;
uint64_t bits[kNumWords];
uint64_t expected[kNumWords];
bx::RngMwc rng;
for (uint32_t iter = 0; iter < 50000; ++iter)
{
fillRandom(rng, bits, kNumWords);
bx::memCopy(expected, bits, sizeof(bits) );
const uint32_t beginBit = rng.gen() % (kNumBits + 1);
const uint32_t endBit = beginBit + rng.gen() % (kNumBits - beginBit + 1);
const bool value = 0 != (rng.gen() & 1);
for (uint32_t idx = beginBit; idx < endBit; ++idx)
{
expected[idx/64] = (expected[idx/64] & ~(UINT64_C(1) << (idx & 63) ) ) | (uint64_t(value) << (idx & 63) );
}
bx::MutableBitArrayView bs(bits, sizeof(bits) );
bs.set(beginBit, endBit, value);
INFO("Iteration " << iter << ", range [" << beginBit << ", " << endBit << "), value " << value);
REQUIRE(0 == bx::memCmp(bits, expected, sizeof(bits) ) );
}
}
TEST_CASE("MippedBitArray-random", "[container]")
{
constexpr uint32_t kNumBits = 64*130;
constexpr uint32_t kNumWords = kNumBits/64;
bx::FixedMippedBitArrayT<kNumBits> array;
array.setCount(kNumBits);
bx::RngMwc rng;
for (uint32_t iter = 0; iter < 20000; ++iter)
{
const uint32_t op = rng.gen() % 6;
const uint32_t beginBit = rng.gen() % kNumBits;
const uint32_t numBits = 1 + rng.gen() % (0 == (rng.gen() & 3) ? kNumBits - beginBit : bx::min<uint32_t>(kNumBits - beginBit, 300) );
const uint32_t endBit = beginBit + numBits;
switch (op)
{
case 0: array.set(beginBit, endBit, true); break;
case 1: array.set(beginBit, endBit, false); break;
case 2: array.set(beginBit, 0 != (rng.gen() & 1) ); break;
case 3: array.set(beginBit, bx::min(endBit, beginBit + 64), (uint64_t(rng.gen() ) << 32) | rng.gen() ); break;
case 4: array.blit(rng.gen() % (kNumBits - numBits + 1), beginBit, numBits); break;
default: if (0 == rng.gen() % 64) { array.clear(); } break;
}
const uint64_t* words = (const uint64_t*)array.getPtr();
const uint64_t* mip = array.getMip();
INFO("Iteration " << iter << ", op " << op << ", range [" << beginBit << ", " << endBit << ")");
for (uint32_t ii = 0; ii < kNumWords; ++ii)
{
const bool full = UINT64_MAX == words[ii];
const bool mipFull = 0 != ( (mip[ii/64] >> (ii & 63) ) & 1);
REQUIRE(full == mipFull);
}
for (uint32_t ii = kNumWords; ii < bx::alignUp(kNumWords, 64u); ++ii)
{
REQUIRE(0 != ( (mip[ii/64] >> (ii & 63) ) & 1) );
}
const uint32_t findBegin = rng.gen() % kNumBits;
uint32_t expected = bx::kInvalid;
for (uint32_t ii = findBegin; ii < kNumBits && bx::kInvalid == expected; ++ii)
{
expected = getBit(words, ii) ? bx::kInvalid : ii;
}
REQUIRE(expected == array.findClear(findBegin, kNumBits) );
}
}

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@@ -205,6 +205,65 @@ TEST_CASE("countTrailingZeros", "[math]")
STATIC_REQUIRE(64 == bx::countTrailingZeros<uint64_t>(0) );
}
template<typename Ty>
static uint8_t countLeadingZerosRef(Ty _val)
{
uint8_t count = 0;
for (int32_t ii = sizeof(Ty)*8 - 1; ii >= 0 && 0 == ( (_val >> ii) & 1); --ii)
{
++count;
}
return count;
}
template<typename Ty>
static uint8_t countTrailingZerosRef(Ty _val)
{
uint8_t count = 0;
for (uint32_t ii = 0; ii < sizeof(Ty)*8 && 0 == ( (_val >> ii) & 1); ++ii)
{
++count;
}
return count;
}
template<typename Ty>
static void testCountZeros(Ty _val)
{
volatile Ty val = _val;
REQUIRE(countLeadingZerosRef<Ty>(_val) == bx::countLeadingZeros<Ty>(val) );
REQUIRE(countTrailingZerosRef<Ty>(_val) == bx::countTrailingZeros<Ty>(val) );
}
TEST_CASE("countLeadingZeros/countTrailingZeros runtime", "[math]")
{
testCountZeros<uint32_t>(0);
testCountZeros<uint64_t>(0);
for (uint32_t ii = 0; ii < 64; ++ii)
{
testCountZeros<uint32_t>(uint32_t(1) << (ii & 31) );
testCountZeros<uint64_t>(uint64_t(1) << ii);
testCountZeros<uint64_t>(UINT64_MAX << ii);
testCountZeros<uint64_t>(UINT64_MAX >> ii);
}
bx::RngMwc rng;
for (uint32_t ii = 0; ii < 10000; ++ii)
{
const uint64_t val = (uint64_t(rng.gen() ) << 32) | rng.gen();
const uint32_t shift = rng.gen() % 64;
testCountZeros<uint32_t>(uint32_t(val) >> (shift & 31) );
testCountZeros<uint64_t>(val >> shift);
testCountZeros<uint64_t>(val << shift);
}
}
TEST_CASE("countLeadingZeros", "[math]")
{
STATIC_REQUIRE( 7 == bx::countLeadingZeros<uint8_t >(1) );