COSC-3P93-Project/Step 3/include/engine/math/vectors.h

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/*
* Created by Brett Terpstra 6920201 on 14/10/22.
* Copyright (c) Brett Terpstra 2022 All Rights Reserved
*/
#ifndef STEP_2_VECTORS_H
#define STEP_2_VECTORS_H
// AVX512 isn't supported on my CPU. We will use AVX2 since it is supported by most modern CPUs
#include "config.h"
// I have tested this and when in release mode the O3 optimizations are capable of creating
// far better auto-vectorized results. See the table below for more info.
// but in debug mode using the AVX instructions is far better. As they say, never try to out optimize the compiler - you'll lose.
// in debug mode:
// multiplication
// 2174.43ms normal
// 1483.04ms avx
// division
// 2282.44ms normal
// 1627ms avx
// addition
// 2119.4ms normal
// 1495.77ms avx
// dot
// 1447.9ms normal
// 1088.5ms avx
// cross
// 2840.69ms normal
// 2543.66ms avx
// with release mode
// cross
// 244.144ms normal
// 283.516ms avx
// dot
// 239.759ms normal
// 385.583ms avx
// mul
// 70.9977ms normal
// 286.656ms avx
#ifdef COMPILER_DEBUG_ENABLED
#define USE_SIMD_CPU
#endif
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#ifdef USE_SIMD_CPU
#include <immintrin.h>
#endif
#include <cmath>
#include "engine/util/std.h"
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namespace Raytracing {
// when running on the CPU it's fine to be a double
// Your CPU may be faster with floats.
// but if we move to the GPU it has to be a float.
// since GPUs generally are far more optimized for floats
// If using AVX or other SIMD instructions it should be double, only to fit into 256bits.
// TODO would be to add support for 128bit AVX vectors.
#ifdef USE_SIMD_CPU
// don't change this. (working on a float version)
typedef double PRECISION_TYPE;
union AVXConvert {
struct {
double _x, _y, _z, _w;
};
__m256d avxData;
};
class Vec4 {
private:
// makes it easy to convert between AVX and double data types.
union {
struct {
PRECISION_TYPE _x{}, _y{}, _z{}, _w{};
//PRECISION_TYPE _w, _z, _y, _x;
};
__m256d avxData;
};
// finally a use for friend!
friend Vec4 operator+(const Vec4& left, const Vec4& right);
friend Vec4 operator-(const Vec4& left, const Vec4& right);
friend Vec4 operator*(const Vec4& left, const Vec4& right);
friend Vec4 operator/(const Vec4& left, const Vec4& right);
friend Vec4 operator*(PRECISION_TYPE c, const Vec4& v);
friend Vec4 operator*(const Vec4& v, PRECISION_TYPE c);
friend Vec4 operator/(const Vec4& v, PRECISION_TYPE c);
friend Vec4 operator/(PRECISION_TYPE c, const Vec4& v);
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public:
Vec4(): avxData(_mm256_setzero_pd()) {}
explicit Vec4(const __m256d& data): avxData(data) {}
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Vec4(PRECISION_TYPE x, PRECISION_TYPE y, PRECISION_TYPE z): avxData(_mm256_setr_pd(x, y, z, 0.0)) {
//tlog << x << ":" << _x << " " << y << ":" << _y << " " << z << ":" << _z << "\n";
}
Vec4(PRECISION_TYPE x, PRECISION_TYPE y, PRECISION_TYPE z, PRECISION_TYPE w): avxData(_mm256_setr_pd(x, y, z, w)) {
//dlog << x << ":" << _x << " " << y << ":" << _y << " " << z << ":" << _z << "\n";
}
Vec4(const Vec4& vec): avxData(_mm256_setr_pd(vec.x(), vec.y(), vec.z(), vec.w())) {
//ilog << vec.x() << ":" << _x << " " << vec.y() << ":" << _y << " " << vec.z() << ":" << _z << "\n";
}
// most of the modern c++ here is because clang tidy was annoying me
[[nodiscard]] inline PRECISION_TYPE x() const { return _x; }
[[nodiscard]] inline PRECISION_TYPE y() const { return _y; }
[[nodiscard]] inline PRECISION_TYPE z() const { return _z; }
[[nodiscard]] inline PRECISION_TYPE w() const { return _w; }
[[nodiscard]] inline PRECISION_TYPE r() const { return _x; }
[[nodiscard]] inline PRECISION_TYPE g() const { return _y; }
[[nodiscard]] inline PRECISION_TYPE b() const { return _z; }
[[nodiscard]] inline PRECISION_TYPE a() const { return _w; }
static inline __m256d getVecFromValue(PRECISION_TYPE c) {
return _mm256_set1_pd(c);
}
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// negation operator
Vec4 operator-() const {
return Vec4{_mm256_mul_pd(getVecFromValue(-1), this->avxData)};
}
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[[nodiscard]] inline PRECISION_TYPE magnitude() const {
return sqrt(lengthSquared());
}
[[nodiscard]] inline PRECISION_TYPE lengthSquared() const {
return dot(*this, *this);
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}
// returns the unit-vector.
[[nodiscard]] inline Vec4 normalize() const {
return Vec4{_mm256_div_pd(avxData, getVecFromValue(magnitude()))};
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}
// add operator before the vec returns the magnitude
PRECISION_TYPE operator+() const {
return magnitude();
}
// preforms the dot product of left * right
static inline PRECISION_TYPE dot(const Vec4& left, const Vec4& right) {
// multiply the elements of the vectors
__m256d mul = _mm256_mul_pd(left.avxData, right.avxData);
// horizontal add. element 0 and 2 (or 1 and 3) contain the results which we must scalar add.
__m256d sum = _mm256_hadd_pd(mul, mul);
AVXConvert conv {};
conv.avxData = sum;
// boom! dot product. much easier than cross
return conv._x + conv._z;
}
// preforms the cross product of left X right
// since a general solution to the cross product doesn't exist in 4d
// we are going to ignore the w.
static inline Vec4 cross(const Vec4& left, const Vec4& right) {
// shuffle left values for alignment with the cross algorithm
// (read the shuffle selector from right to left) takes the y and places it in the first element of the resultant vector
// takes the z and places it in the second element of the vector
// takes the x element and places it in the 3rd element of the vector
// and then the w element in the last element of the vector
// creating the alignment {left.y(), left.z(), left.x(), left.w()} (as seen in the cross algorithm
__m256d leftLeftShuffle = _mm256_permute4x64_pd(left.avxData, _MM_SHUFFLE(3,0,2,1));
// same thing but produces {right.z(), right.x(), right.y(), right.w()}
__m256d rightLeftShuffle = _mm256_permute4x64_pd(right.avxData, _MM_SHUFFLE(3,1,0,2));
// now we have to do the right side multiplications
// {left.z(), left.x(), left.y(), left.w()}
__m256d leftRightShuffle = _mm256_permute4x64_pd(left.avxData, _MM_SHUFFLE(3,1,0,2));
// {right.y(), right.z(), right.x(), right.w()}
__m256d rightRightShuffle = _mm256_permute4x64_pd(right.avxData, _MM_SHUFFLE(3,0,2,1));
// multiply to do the first step of the cross process
__m256d multiLeft = _mm256_mul_pd(leftLeftShuffle, rightLeftShuffle);
// multiply the right sides of the subtraction sign
__m256d multiRight = _mm256_mul_pd(leftRightShuffle, rightRightShuffle);
// then subtract to produce the cross product
__m256d subs = _mm256_sub_pd(multiLeft, multiRight);
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// yes this looks a lot more complicated, but it should be faster!
/*auto b = Vec4{left.y() * right.z() - left.z() * right.y(),
left.z() * right.x() - left.x() * right.z(),
left.x() * right.y() - left.y() * right.x()};
tlog << b._x << " " << b._y << " " << b._z << "\n";
tlog << conv._x << " " << conv._y << " " << conv._z << "\n\n";*/
return Vec4{subs};
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}
};
// adds the two vectors left and right
inline Vec4 operator+(const Vec4& left, const Vec4& right) {
return Vec4{_mm256_add_pd(left.avxData, right.avxData)};
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}
// subtracts the right vector from the left.
inline Vec4 operator-(const Vec4& left, const Vec4& right) {
return Vec4{_mm256_sub_pd(left.avxData, right.avxData)};
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}
// multiples the left with the right
inline Vec4 operator*(const Vec4& left, const Vec4& right) {
//dlog << left._x << " " << left._y << " " << left._z << " " << left._w << "\n";
//dlog << right._x << " " << right._y << " " << right._z << " " << right._w << "\n";
//dlog << conv._x << " " << conv._y << " " << conv._z << " " << conv._w << "\n\n";
return Vec4{_mm256_mul_pd(left.avxData, right.avxData)};
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}
// divides each element individually
inline Vec4 operator/(const Vec4& left, const Vec4& right) {
return Vec4{_mm256_div_pd(left.avxData, right.avxData)};
}
// multiplies the const c with each element in the vector v
inline Vec4 operator*(PRECISION_TYPE c, const Vec4& v) {
return Vec4{_mm256_mul_pd(Vec4::getVecFromValue(c), v.avxData)};
}
// same as above but for right sided constants
inline Vec4 operator*(const Vec4& v, PRECISION_TYPE c) {
return Vec4{_mm256_mul_pd(v.avxData, Vec4::getVecFromValue(c))};
}
// divides the vector by the constant c
inline Vec4 operator/(const Vec4& v, PRECISION_TYPE c) {
return Vec4{_mm256_div_pd(v.avxData, Vec4::getVecFromValue(c))};
}
// divides each element in the vector by over the constant
inline Vec4 operator/(PRECISION_TYPE c, const Vec4& v) {
return Vec4{_mm256_div_pd(Vec4::getVecFromValue(c), v.avxData)};
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}
#else
// change this if you want
typedef double PRECISION_TYPE;
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class Vec4 {
private:
union xType {
PRECISION_TYPE x;
PRECISION_TYPE r;
};
union yType {
PRECISION_TYPE y;
PRECISION_TYPE g;
};
union zType {
PRECISION_TYPE z;
PRECISION_TYPE b;
};
union wType {
PRECISION_TYPE w;
PRECISION_TYPE a;
};
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struct valueType {
xType v1;
yType v2;
zType v3;
wType v4;
};
// isn't much of a reason to do it this way
// it's unlikely that we'll need to use the w component
// but it helps better line up with the GPU and other SIMD type instructions, like what's above.
valueType value;
public:
Vec4(): value{0, 0, 0, 0} {}
Vec4(PRECISION_TYPE x, PRECISION_TYPE y, PRECISION_TYPE z): value{x, y, z, 0} {}
Vec4(PRECISION_TYPE x, PRECISION_TYPE y, PRECISION_TYPE z, PRECISION_TYPE w): value{x, y, z, w} {}
Vec4(const Vec4& vec): value{vec.x(), vec.y(), vec.z(), vec.w()} {}
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// most of the modern c++ here is because clang tidy was annoying me
[[nodiscard]] inline PRECISION_TYPE x() const { return value.v1.x; }
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[[nodiscard]] inline PRECISION_TYPE y() const { return value.v2.y; }
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[[nodiscard]] inline PRECISION_TYPE z() const { return value.v3.z; }
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[[nodiscard]] inline PRECISION_TYPE w() const { return value.v4.w; }
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[[nodiscard]] inline PRECISION_TYPE r() const { return value.v1.r; }
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[[nodiscard]] inline PRECISION_TYPE g() const { return value.v2.g; }
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[[nodiscard]] inline PRECISION_TYPE b() const { return value.v3.b; }
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[[nodiscard]] inline PRECISION_TYPE a() const { return value.v4.a; }
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// negation operator
Vec4 operator-() const { return {-x(), -y(), -z(), -w()}; }
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[[nodiscard]] inline PRECISION_TYPE magnitude() const {
return sqrt(lengthSquared());
}
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[[nodiscard]] inline PRECISION_TYPE lengthSquared() const {
return x() * x() + y() * y() + z() * z() + w() * w();
}
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// returns the unit-vector.
[[nodiscard]] inline Vec4 normalize() const {
PRECISION_TYPE mag = magnitude();
return {x() / mag, y() / mag, z() / mag, w() / mag};
}
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// add operator before the vec returns the magnitude
PRECISION_TYPE operator+() const {
return magnitude();
}
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// preforms the dot product of left * right
static inline PRECISION_TYPE dot(const Vec4& left, const Vec4& right) {
return left.x() * right.x()
+ left.y() * right.y()
+ left.z() * right.z();
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}
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// preforms the cross product of left X right
// since a general solution to the cross product doesn't exist in 4d
// we are going to ignore the w.
static inline Vec4 cross(const Vec4& left, const Vec4& right) {
return {left.y() * right.z() - left.z() * right.y(),
left.z() * right.x() - left.x() * right.z(),
left.x() * right.y() - left.y() * right.x()};
}
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};
// Utility Functions
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// adds the two vectors left and right
inline Vec4 operator+(const Vec4& left, const Vec4& right) {
return {left.x() + right.x(), left.y() + right.y(), left.z() + right.z(), left.w() + right.w()};
}
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// subtracts the right vector from the left.
inline Vec4 operator-(const Vec4& left, const Vec4& right) {
return {left.x() - right.x(), left.y() - right.y(), left.z() - right.z(), left.w() - right.w()};
}
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// multiples the left with the right
inline Vec4 operator*(const Vec4& left, const Vec4& right) {
return {left.x() * right.x(), left.y() * right.y(), left.z() * right.z(), left.w() * right.w()};
}
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// divides each element individually
inline Vec4 operator/(const Vec4& left, const Vec4& right) {
return {left.x() / right.x(), left.y() / right.y(), left.z() / right.z(), left.w() / right.w()};
}
// multiplies the const c with each element in the vector v
inline Vec4 operator*(const PRECISION_TYPE c, const Vec4& v) {
return {c * v.x(), c * v.y(), c * v.z(), c * v.w()};
}
// same as above but for right sided constants
inline Vec4 operator*(const Vec4& v, PRECISION_TYPE c) {
return c * v;
}
// divides the vector by the constant c
inline Vec4 operator/(const Vec4& v, PRECISION_TYPE c) {
return {v.x() / c, v.y() / c, v.z() / c, v.w() / c};
}
// divides each element in the vector by over the constant
inline Vec4 operator/(PRECISION_TYPE c, const Vec4& v) {
return {c / v.x(), c / v.y(), c / v.z(), c / v.w()};
}
#endif
// none of these can be vectorized with AVX instructions
// useful for printing out the vector to stdout
inline std::ostream& operator<<(std::ostream& out, const Vec4& v) {
return out << "Vec4{" << v.x() << ", " << v.y() << ", " << v.z() << ", " << v.w() << "} ";
}
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class Ray {
private:
// the starting point for our ray
Vec4 start;
// and the direction it is currently traveling
Vec4 direction;
Vec4 inverseDirection;
public:
Ray(const Vec4& start, const Vec4& direction): start(start), direction(direction), inverseDirection(1 / direction) {}
[[nodiscard]] Vec4 getStartingPoint() const { return start; }
[[nodiscard]] Vec4 getDirection() const { return direction; }
// not always needed, but it's good to not have to calculate the inverse inside the intersection
// as that would be very every AABB, and that is expensive
[[nodiscard]] Vec4 getInverseDirection() const { return inverseDirection; }
// returns a point along the ray, extended away from start by the length.
[[nodiscard]] inline Vec4 along(PRECISION_TYPE length) const { return start + length * direction; }
};
inline std::ostream& operator<<(std::ostream& out, const Ray& v) {
return out << "Ray{" << v.getStartingPoint() << " " << v.getDirection() << "} ";
}
#ifdef USE_SIMD_CPU
#else
#endif
class Mat4x4 {
protected:
[[nodiscard]] inline PRECISION_TYPE m00(PRECISION_TYPE d) { return data[0] = d; }
[[nodiscard]] inline PRECISION_TYPE m10(PRECISION_TYPE d) { return data[1] = d; }
[[nodiscard]] inline PRECISION_TYPE m20(PRECISION_TYPE d) { return data[2] = d; }
[[nodiscard]] inline PRECISION_TYPE m30(PRECISION_TYPE d) { return data[3] = d; }
[[nodiscard]] inline PRECISION_TYPE m01(PRECISION_TYPE d) { return data[4] = d; }
[[nodiscard]] inline PRECISION_TYPE m11(PRECISION_TYPE d) { return data[5] = d; }
[[nodiscard]] inline PRECISION_TYPE m21(PRECISION_TYPE d) { return data[6] = d; }
[[nodiscard]] inline PRECISION_TYPE m31(PRECISION_TYPE d) { return data[7] = d; }
[[nodiscard]] inline PRECISION_TYPE m02(PRECISION_TYPE d) { return data[8] = d; }
[[nodiscard]] inline PRECISION_TYPE m12(PRECISION_TYPE d) { return data[9] = d; }
[[nodiscard]] inline PRECISION_TYPE m22(PRECISION_TYPE d) { return data[10] = d; }
[[nodiscard]] inline PRECISION_TYPE m32(PRECISION_TYPE d) { return data[11] = d; }
[[nodiscard]] inline PRECISION_TYPE m03(PRECISION_TYPE d) { return data[12] = d; }
[[nodiscard]] inline PRECISION_TYPE m13(PRECISION_TYPE d) { return data[13] = d; }
[[nodiscard]] inline PRECISION_TYPE m23(PRECISION_TYPE d) { return data[14] = d; }
[[nodiscard]] inline PRECISION_TYPE m33(PRECISION_TYPE d) { return data[15] = d; }
[[nodiscard]] inline PRECISION_TYPE m(int i, int j, PRECISION_TYPE d) { return data[i * 16 + j] = d; };
// 4x4 = 16
PRECISION_TYPE data[16]{};
friend Mat4x4 operator+(const Mat4x4& left, const Mat4x4& right);
friend Mat4x4 operator-(const Mat4x4& left, const Mat4x4& right);
friend Mat4x4 operator*(const Mat4x4& left, const Mat4x4& right);
friend Mat4x4 operator*(PRECISION_TYPE c, const Mat4x4& v);
friend Mat4x4 operator*(const Mat4x4& v, PRECISION_TYPE c);
friend Mat4x4 operator/(const Mat4x4& v, PRECISION_TYPE c);
friend Mat4x4 operator/(PRECISION_TYPE c, const Mat4x4& v);
public:
Mat4x4() {
for (double & i : data) {
i = 0;
}
// set identity matrix default
m00(1);
m11(1);
m22(1);
m33(1);
}
Mat4x4(const Mat4x4& mat) {
for (int i = 0; i < 16; i++) {data[i] = mat.data[i];}
}
explicit Mat4x4(const PRECISION_TYPE dat[16]) {
for (int i = 0; i < 16; i++) {data[i] = dat[i];}
}
inline Mat4x4& translate(PRECISION_TYPE x, PRECISION_TYPE y, PRECISION_TYPE z) {
m03(x);
m13(y);
m23(z);
return *this;
}
inline Mat4x4& translate(const Vec4& vec) {
m03(vec.x());
m13(vec.y());
m23(vec.z());
return *this;
}
inline Mat4x4& scale(PRECISION_TYPE x, PRECISION_TYPE y, PRECISION_TYPE z) {
m00(x);
m11(y);
m22(z);
return *this;
}
inline Mat4x4& scale(const Vec4& vec) {
m00(vec.x());
m11(vec.y());
m22(vec.z());
return *this;
}
[[nodiscard]] inline PRECISION_TYPE m00() const { return data[0]; }
[[nodiscard]] inline PRECISION_TYPE m10() const { return data[1]; }
[[nodiscard]] inline PRECISION_TYPE m20() const { return data[2]; }
[[nodiscard]] inline PRECISION_TYPE m30() const { return data[3]; }
[[nodiscard]] inline PRECISION_TYPE m01() const { return data[4]; }
[[nodiscard]] inline PRECISION_TYPE m11() const { return data[5]; }
[[nodiscard]] inline PRECISION_TYPE m21() const { return data[6]; }
[[nodiscard]] inline PRECISION_TYPE m31() const { return data[7]; }
[[nodiscard]] inline PRECISION_TYPE m02() const { return data[8]; }
[[nodiscard]] inline PRECISION_TYPE m12() const { return data[9]; }
[[nodiscard]] inline PRECISION_TYPE m22() const { return data[10]; }
[[nodiscard]] inline PRECISION_TYPE m32() const { return data[11]; }
[[nodiscard]] inline PRECISION_TYPE m03() const { return data[12]; }
[[nodiscard]] inline PRECISION_TYPE m13() const { return data[13]; }
[[nodiscard]] inline PRECISION_TYPE m23() const { return data[14]; }
[[nodiscard]] inline PRECISION_TYPE m33() const { return data[15]; }
[[nodiscard]] inline PRECISION_TYPE m(int i, int j) const { return data[i * 16 + j]; };
};
// adds the two Mat4x4 left and right
inline Mat4x4 operator+(const Mat4x4& left, const Mat4x4& right) {
PRECISION_TYPE data[16];
for (int i = 0; i < 16; i++)
data[i] = left.data[i] + right.data[i];
return Mat4x4{data};
}
// subtracts the right Mat4x4 from the left.
inline Mat4x4 operator-(const Mat4x4& left, const Mat4x4& right) {
PRECISION_TYPE data[16];
for (int i = 0; i < 16; i++)
data[i] = left.data[i] - right.data[i];
return Mat4x4{data};
}
// multiples the left with the right
inline Mat4x4 operator*(const Mat4x4& left, const Mat4x4& right) {
Mat4x4 mat{};
// TODO: check avx with this??
for (int i = 0; i < 4; i++) {
for (int j = 0; j < 4; j++) {
for (int k = 0; k < 4; k++) {
mat.m(i, j, mat.m(i, j) + left.m(i, k) * right.m(k, j));
}
}
}
return mat;
}
// multiplies the const c with each element in the Mat4x4 v
inline Mat4x4 operator*(PRECISION_TYPE c, const Mat4x4& v) {
Mat4x4 mat{};
for (int i = 0; i < 16; i++) {
mat.data[i] = c * v.data[i];
}
return mat;
}
// same as above but for right sided constants
inline Mat4x4 operator*(const Mat4x4& v, PRECISION_TYPE c) {
Mat4x4 mat{};
for (int i = 0; i < 16; i++) {
mat.data[i] = v.data[i] * c;
}
return mat;
}
// divides the Mat4x4 by the constant c
inline Mat4x4 operator/(const Mat4x4& v, PRECISION_TYPE c) {
Mat4x4 mat{};
for (int i = 0; i < 16; i++) {
mat.data[i] = v.data[i] / c;
}
return mat;
}
// divides each element in the Mat4x4 by over the constant
inline Mat4x4 operator/(PRECISION_TYPE c, const Mat4x4& v) {
Mat4x4 mat{};
for (int i = 0; i < 16; i++) {
mat.data[i] = c / v.data[i];
}
return mat;
}
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};
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#endif //STEP_2_VECTORS_H