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authorDaniel Baumann <daniel.baumann@progress-linux.org>2024-03-09 13:19:48 +0000
committerDaniel Baumann <daniel.baumann@progress-linux.org>2024-03-09 13:20:02 +0000
commit58daab21cd043e1dc37024a7f99b396788372918 (patch)
tree96771e43bb69f7c1c2b0b4f7374cb74d7866d0cb /ml/dlib/dlib/simd/simd8f.h
parentReleasing debian version 1.43.2-1. (diff)
downloadnetdata-58daab21cd043e1dc37024a7f99b396788372918.tar.xz
netdata-58daab21cd043e1dc37024a7f99b396788372918.zip
Merging upstream version 1.44.3.
Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>
Diffstat (limited to 'ml/dlib/dlib/simd/simd8f.h')
-rw-r--r--ml/dlib/dlib/simd/simd8f.h402
1 files changed, 402 insertions, 0 deletions
diff --git a/ml/dlib/dlib/simd/simd8f.h b/ml/dlib/dlib/simd/simd8f.h
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+++ b/ml/dlib/dlib/simd/simd8f.h
@@ -0,0 +1,402 @@
+// Copyright (C) 2013 Davis E. King (davis@dlib.net)
+// License: Boost Software License See LICENSE.txt for the full license.
+#ifndef DLIB_sIMD8F_Hh_
+#define DLIB_sIMD8F_Hh_
+
+#include "simd_check.h"
+#include "simd4f.h"
+#include "simd8i.h"
+
+namespace dlib
+{
+#ifdef DLIB_HAVE_AVX
+ class simd8f
+ {
+ public:
+ typedef float type;
+
+ inline simd8f() {}
+ inline simd8f(const simd4f& low, const simd4f& high)
+ {
+ x = _mm256_insertf128_ps(_mm256_castps128_ps256(low),high,1);
+ }
+ inline simd8f(float f) { x = _mm256_set1_ps(f); }
+ inline simd8f(float r0, float r1, float r2, float r3, float r4, float r5, float r6, float r7)
+ { x = _mm256_setr_ps(r0,r1,r2,r3,r4,r5,r6,r7); }
+
+ inline simd8f(const simd8i& val):x(_mm256_cvtepi32_ps(val)) {}
+ inline simd8f(const __m256& val):x(val) {}
+ inline simd8f& operator=(const __m256& val)
+ {
+ x = val;
+ return *this;
+ }
+ inline operator __m256() const { return x; }
+
+ // truncate to 32bit integers
+ inline operator __m256i() const { return _mm256_cvttps_epi32(x); }
+
+ inline void load_aligned(const type* ptr) { x = _mm256_load_ps(ptr); }
+ inline void store_aligned(type* ptr) const { _mm256_store_ps(ptr, x); }
+ inline void load(const type* ptr) { x = _mm256_loadu_ps(ptr); }
+ inline void store(type* ptr) const { _mm256_storeu_ps(ptr, x); }
+
+ inline simd8f& operator=(const simd8i& rhs) { *this = simd8f(rhs); return *this; }
+ inline simd8f& operator=(const float& val)
+ {
+ x = simd8f(val);
+ return *this;
+ }
+
+ inline unsigned int size() const { return 8; }
+ inline float operator[](unsigned int idx) const
+ {
+ float temp[8];
+ store(temp);
+ return temp[idx];
+ }
+
+ inline simd4f low() const { return _mm256_castps256_ps128(x); }
+ inline simd4f high() const { return _mm256_extractf128_ps(x,1); }
+
+ private:
+ __m256 x;
+ };
+
+
+ class simd8f_bool
+ {
+ public:
+ typedef float type;
+
+ inline simd8f_bool() {}
+ inline simd8f_bool(const __m256& val):x(val) {}
+ inline simd8f_bool(const simd4f_bool& low, const simd4f_bool& high)
+ {
+ x = _mm256_insertf128_ps(_mm256_castps128_ps256(low),high,1);
+ }
+
+ inline simd8f_bool& operator=(const __m256& val)
+ {
+ x = val;
+ return *this;
+ }
+
+ inline operator __m256() const { return x; }
+
+
+ private:
+ __m256 x;
+ };
+
+#else
+ class simd8f
+ {
+ public:
+ typedef float type;
+
+ inline simd8f() {}
+ inline simd8f(const simd4f& low_, const simd4f& high_): _low(low_),_high(high_){}
+ inline simd8f(float f) :_low(f),_high(f) {}
+ inline simd8f(float r0, float r1, float r2, float r3, float r4, float r5, float r6, float r7) :
+ _low(r0,r1,r2,r3), _high(r4,r5,r6,r7) {}
+ inline simd8f(const simd8i& val) : _low(val.low()), _high(val.high()) { }
+
+ // truncate to 32bit integers
+ inline operator simd8i::rawarray() const
+ {
+ simd8i::rawarray temp;
+ temp.low = simd4i(_low);
+ temp.high = simd4i(_high);
+ return temp;
+ }
+
+ inline void load_aligned(const type* ptr) { _low.load_aligned(ptr); _high.load_aligned(ptr+4); }
+ inline void store_aligned(type* ptr) const { _low.store_aligned(ptr); _high.store_aligned(ptr+4); }
+ inline void load(const type* ptr) { _low.load(ptr); _high.load(ptr+4); }
+ inline void store(type* ptr) const { _low.store(ptr); _high.store(ptr+4); }
+
+ inline unsigned int size() const { return 8; }
+ inline float operator[](unsigned int idx) const
+ {
+ if (idx < 4)
+ return _low[idx];
+ else
+ return _high[idx-4];
+ }
+
+ inline const simd4f& low() const { return _low; }
+ inline const simd4f& high() const { return _high; }
+
+ private:
+ simd4f _low, _high;
+ };
+
+ class simd8f_bool
+ {
+ public:
+ typedef float type;
+
+ inline simd8f_bool() {}
+ inline simd8f_bool(const simd4f_bool& low_, const simd4f_bool& high_): _low(low_),_high(high_){}
+
+
+ inline const simd4f_bool& low() const { return _low; }
+ inline const simd4f_bool& high() const { return _high; }
+ private:
+ simd4f_bool _low,_high;
+ };
+#endif
+
+// ----------------------------------------------------------------------------------------
+
+ inline std::ostream& operator<<(std::ostream& out, const simd8f& item)
+ {
+ float temp[8];
+ item.store(temp);
+ out << "(" << temp[0] << ", " << temp[1] << ", " << temp[2] << ", " << temp[3] << ", "
+ << temp[4] << ", " << temp[5] << ", " << temp[6] << ", " << temp[7] << ")";
+ return out;
+ }
+
+// ----------------------------------------------------------------------------------------
+
+ inline simd8f operator+ (const simd8f& lhs, const simd8f& rhs)
+ {
+#ifdef DLIB_HAVE_AVX
+ return _mm256_add_ps(lhs, rhs);
+#else
+ return simd8f(lhs.low()+rhs.low(),
+ lhs.high()+rhs.high());
+#endif
+ }
+ inline simd8f& operator+= (simd8f& lhs, const simd8f& rhs)
+ { lhs = lhs + rhs; return lhs; }
+
+// ----------------------------------------------------------------------------------------
+
+ inline simd8f operator- (const simd8f& lhs, const simd8f& rhs)
+ {
+#ifdef DLIB_HAVE_AVX
+ return _mm256_sub_ps(lhs, rhs);
+#else
+ return simd8f(lhs.low()-rhs.low(),
+ lhs.high()-rhs.high());
+#endif
+ }
+ inline simd8f& operator-= (simd8f& lhs, const simd8f& rhs)
+ { lhs = lhs - rhs; return lhs; }
+
+// ----------------------------------------------------------------------------------------
+
+ inline simd8f operator* (const simd8f& lhs, const simd8f& rhs)
+ {
+#ifdef DLIB_HAVE_AVX
+ return _mm256_mul_ps(lhs, rhs);
+#else
+ return simd8f(lhs.low()*rhs.low(),
+ lhs.high()*rhs.high());
+#endif
+ }
+ inline simd8f& operator*= (simd8f& lhs, const simd8f& rhs)
+ { lhs = lhs * rhs; return lhs; }
+
+// ----------------------------------------------------------------------------------------
+
+ inline simd8f operator/ (const simd8f& lhs, const simd8f& rhs)
+ {
+#ifdef DLIB_HAVE_AVX
+ return _mm256_div_ps(lhs, rhs);
+#else
+ return simd8f(lhs.low()/rhs.low(),
+ lhs.high()/rhs.high());
+#endif
+ }
+ inline simd8f& operator/= (simd8f& lhs, const simd8f& rhs)
+ { lhs = lhs / rhs; return lhs; }
+
+// ----------------------------------------------------------------------------------------
+
+ inline simd8f_bool operator== (const simd8f& lhs, const simd8f& rhs)
+ {
+#ifdef DLIB_HAVE_AVX
+ return _mm256_cmp_ps(lhs, rhs, 0);
+#else
+ return simd8f_bool(lhs.low() ==rhs.low(),
+ lhs.high()==rhs.high());
+#endif
+ }
+
+// ----------------------------------------------------------------------------------------
+
+ inline simd8f_bool operator!= (const simd8f& lhs, const simd8f& rhs)
+ {
+#ifdef DLIB_HAVE_AVX
+ return _mm256_cmp_ps(lhs, rhs, 4);
+#else
+ return simd8f_bool(lhs.low() !=rhs.low(),
+ lhs.high()!=rhs.high());
+#endif
+ }
+
+// ----------------------------------------------------------------------------------------
+
+ inline simd8f_bool operator< (const simd8f& lhs, const simd8f& rhs)
+ {
+#ifdef DLIB_HAVE_AVX
+ return _mm256_cmp_ps(lhs, rhs, 1);
+#else
+ return simd8f_bool(lhs.low() <rhs.low(),
+ lhs.high()<rhs.high());
+#endif
+ }
+
+// ----------------------------------------------------------------------------------------
+
+ inline simd8f_bool operator> (const simd8f& lhs, const simd8f& rhs)
+ {
+ return rhs < lhs;
+ }
+
+// ----------------------------------------------------------------------------------------
+
+ inline simd8f_bool operator<= (const simd8f& lhs, const simd8f& rhs)
+ {
+#ifdef DLIB_HAVE_AVX
+ return _mm256_cmp_ps(lhs, rhs, 2);
+#else
+ return simd8f_bool(lhs.low() <=rhs.low(),
+ lhs.high()<=rhs.high());
+#endif
+ }
+
+// ----------------------------------------------------------------------------------------
+
+ inline simd8f_bool operator>= (const simd8f& lhs, const simd8f& rhs)
+ {
+ return rhs <= lhs;
+ }
+
+// ----------------------------------------------------------------------------------------
+
+ inline simd8f min (const simd8f& lhs, const simd8f& rhs)
+ {
+#ifdef DLIB_HAVE_AVX
+ return _mm256_min_ps(lhs, rhs);
+#else
+ return simd8f(min(lhs.low(), rhs.low()),
+ min(lhs.high(),rhs.high()));
+#endif
+ }
+
+// ----------------------------------------------------------------------------------------
+
+ inline simd8f max (const simd8f& lhs, const simd8f& rhs)
+ {
+#ifdef DLIB_HAVE_AVX
+ return _mm256_max_ps(lhs, rhs);
+#else
+ return simd8f(max(lhs.low(), rhs.low()),
+ max(lhs.high(),rhs.high()));
+#endif
+ }
+
+// ----------------------------------------------------------------------------------------
+
+ inline simd8f reciprocal (const simd8f& item)
+ {
+#ifdef DLIB_HAVE_AVX
+ return _mm256_rcp_ps(item);
+#else
+ return simd8f(reciprocal(item.low()),
+ reciprocal(item.high()));
+#endif
+ }
+
+// ----------------------------------------------------------------------------------------
+
+ inline simd8f reciprocal_sqrt (const simd8f& item)
+ {
+#ifdef DLIB_HAVE_AVX
+ return _mm256_rsqrt_ps(item);
+#else
+ return simd8f(reciprocal_sqrt(item.low()),
+ reciprocal_sqrt(item.high()));
+#endif
+ }
+
+// ----------------------------------------------------------------------------------------
+
+ inline float sum(const simd8f& item)
+ {
+#ifdef DLIB_HAVE_AVX
+ simd8f temp = _mm256_hadd_ps(item,item);
+ simd8f temp2 = _mm256_hadd_ps(temp,temp);
+ return _mm_cvtss_f32(_mm_add_ss(_mm256_castps256_ps128(temp2),_mm256_extractf128_ps(temp2,1)));
+#else
+ return sum(item.low()+item.high());
+#endif
+ }
+
+// ----------------------------------------------------------------------------------------
+
+ inline float dot(const simd8f& lhs, const simd8f& rhs)
+ {
+ return sum(lhs*rhs);
+ }
+
+// ----------------------------------------------------------------------------------------
+
+ inline simd8f sqrt(const simd8f& item)
+ {
+#ifdef DLIB_HAVE_AVX
+ return _mm256_sqrt_ps(item);
+#else
+ return simd8f(sqrt(item.low()),
+ sqrt(item.high()));
+#endif
+ }
+
+// ----------------------------------------------------------------------------------------
+
+ inline simd8f ceil(const simd8f& item)
+ {
+#ifdef DLIB_HAVE_AVX
+ return _mm256_ceil_ps(item);
+#else
+ return simd8f(ceil(item.low()),
+ ceil(item.high()));
+#endif
+ }
+
+// ----------------------------------------------------------------------------------------
+
+ inline simd8f floor(const simd8f& item)
+ {
+#ifdef DLIB_HAVE_AVX
+ return _mm256_floor_ps(item);
+#else
+ return simd8f(floor(item.low()),
+ floor(item.high()));
+#endif
+ }
+
+// ----------------------------------------------------------------------------------------
+
+ // perform cmp ? a : b
+ inline simd8f select(const simd8f_bool& cmp, const simd8f& a, const simd8f& b)
+ {
+#ifdef DLIB_HAVE_AVX
+ return _mm256_blendv_ps(b,a,cmp);
+#else
+ return simd8f(select(cmp.low(), a.low(), b.low()),
+ select(cmp.high(), a.high(), b.high()));
+#endif
+ }
+
+// ----------------------------------------------------------------------------------------
+
+}
+
+#endif // DLIB_sIMD8F_Hh_
+