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mlx/mlx/backend/cuda/kernels/cucomplex_math.cuh
2025-06-09 06:45:08 -07:00

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// Copyright © 2025 Apple Inc.
// Copyright © 2017-2024 The Simons Foundation, Inc.
//
// FINUFFT is 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.
//
// Forked from
// https://github.com/flatironinstitute/finufft/blob/main/include/cufinufft/contrib/helper_math.h
#pragma once
#include <cuComplex.h>
// This header provides some helper functions for cuComplex types.
// It mainly wraps existing CUDA implementations to provide operator overloads
// e.g. cuAdd, cuSub, cuMul, cuDiv, cuCreal, cuCimag, cuCabs, cuCarg, cuConj are
// all provided by CUDA
__forceinline__ __host__ __device__ cuDoubleComplex
operator+(const cuDoubleComplex& a, const cuDoubleComplex& b) {
return cuCadd(a, b);
}
__forceinline__ __host__ __device__ cuDoubleComplex
operator-(const cuDoubleComplex& a, const cuDoubleComplex& b) {
return cuCsub(a, b);
}
__forceinline__ __host__ __device__ cuDoubleComplex
operator*(const cuDoubleComplex& a, const cuDoubleComplex& b) {
return cuCmul(a, b);
}
__forceinline__ __host__ __device__ cuDoubleComplex
operator/(const cuDoubleComplex& a, const cuDoubleComplex& b) {
return cuCdiv(a, b);
}
__forceinline__ __host__ __device__ cuDoubleComplex
operator%(const cuDoubleComplex& a, const cuDoubleComplex& b) {
double r = cuCreal(a) - (floorf(cuCreal(a) / cuCreal(b)) * cuCreal(b));
double i = cuCimag(a) - (floorf(cuCimag(a) / cuCimag(b)) * cuCimag(b));
return make_cuDoubleComplex(r, i);
}
__forceinline__ __host__ __device__ bool operator==(
const cuDoubleComplex& a,
const cuDoubleComplex& b) {
return cuCreal(a) == cuCreal(b) && cuCimag(a) == cuCimag(b);
}
__forceinline__ __host__ __device__ bool operator!=(
const cuDoubleComplex& a,
const cuDoubleComplex& b) {
return !(a == b);
}
__forceinline__ __host__ __device__ bool operator>(
const cuDoubleComplex& a,
const cuDoubleComplex& b) {
double mag_a = sqrt(cuCreal(a) * cuCreal(a) + cuCimag(a) * cuCimag(a));
double mag_b = sqrt(cuCreal(b) * cuCreal(b) + cuCimag(b) * cuCimag(b));
return mag_a > mag_b;
}
__forceinline__ __host__ __device__ bool operator>=(
const cuDoubleComplex& a,
const cuDoubleComplex& b) {
return a > b || a == b;
}
__forceinline__ __host__ __device__ bool operator<(
const cuDoubleComplex& a,
const cuDoubleComplex& b) {
return b > a;
}
__forceinline__ __host__ __device__ bool operator<=(
const cuDoubleComplex& a,
const cuDoubleComplex& b) {
return b > a || a == b;
}
__forceinline__ __host__ __device__ cuDoubleComplex
operator+(const cuDoubleComplex& a, double b) {
return make_cuDoubleComplex(cuCreal(a) + b, cuCimag(a));
}
__forceinline__ __host__ __device__ cuDoubleComplex
operator+(double a, const cuDoubleComplex& b) {
return make_cuDoubleComplex(a + cuCreal(b), cuCimag(b));
}
__forceinline__ __host__ __device__ cuDoubleComplex
operator-(const cuDoubleComplex& a, double b) {
return make_cuDoubleComplex(cuCreal(a) - b, cuCimag(a));
}
__forceinline__ __host__ __device__ cuDoubleComplex
operator-(double a, const cuDoubleComplex& b) {
return make_cuDoubleComplex(a - cuCreal(b), -cuCimag(b));
}
__forceinline__ __host__ __device__ cuDoubleComplex
operator*(const cuDoubleComplex& a, double b) {
return make_cuDoubleComplex(cuCreal(a) * b, cuCimag(a) * b);
}
__forceinline__ __host__ __device__ cuDoubleComplex
operator*(double a, const cuDoubleComplex& b) {
return make_cuDoubleComplex(a * cuCreal(b), a * cuCimag(b));
}
__forceinline__ __host__ __device__ cuDoubleComplex
operator/(const cuDoubleComplex& a, double b) {
return make_cuDoubleComplex(cuCreal(a) / b, cuCimag(a) / b);
}
__forceinline__ __host__ __device__ cuDoubleComplex
operator/(double a, const cuDoubleComplex& b) {
double denom = cuCreal(b) * cuCreal(b) + cuCimag(b) * cuCimag(b);
return make_cuDoubleComplex(
(a * cuCreal(b)) / denom, (-a * cuCimag(b)) / denom);
}
__forceinline__ __host__ __device__ cuFloatComplex
operator+(const cuFloatComplex& a, const cuFloatComplex& b) {
return cuCaddf(a, b);
}
__forceinline__ __host__ __device__ cuFloatComplex
operator-(const cuFloatComplex& a, const cuFloatComplex& b) {
return cuCsubf(a, b);
}
__forceinline__ __host__ __device__ cuFloatComplex
operator*(const cuFloatComplex& a, const cuFloatComplex& b) {
return cuCmulf(a, b);
}
__forceinline__ __host__ __device__ cuFloatComplex
operator/(const cuFloatComplex& a, const cuFloatComplex& b) {
return cuCdivf(a, b);
}
__forceinline__ __host__ __device__ cuFloatComplex
operator%(const cuFloatComplex& a, const cuFloatComplex& b) {
float r = cuCrealf(a) - (floorf(cuCrealf(a) / cuCrealf(b)) * cuCrealf(b));
float i = cuCimagf(a) - (floorf(cuCimagf(a) / cuCimagf(b)) * cuCimagf(b));
return make_cuFloatComplex(r, i);
}
__forceinline__ __host__ __device__ bool operator==(
const cuFloatComplex& a,
const cuFloatComplex& b) {
return cuCrealf(a) == cuCrealf(b) && cuCimagf(a) == cuCimagf(b);
}
__forceinline__ __host__ __device__ bool operator!=(
const cuFloatComplex& a,
const cuFloatComplex& b) {
return !(a == b);
}
__forceinline__ __host__ __device__ bool operator>(
const cuFloatComplex& a,
const cuFloatComplex& b) {
float mag_a = sqrt(cuCrealf(a) * cuCrealf(a) + cuCimagf(a) * cuCimagf(a));
float mag_b = sqrt(cuCrealf(b) * cuCrealf(b) + cuCimagf(b) * cuCimagf(b));
return mag_a > mag_b;
}
__forceinline__ __host__ __device__ bool operator>=(
const cuFloatComplex& a,
const cuFloatComplex& b) {
return a > b || a == b;
}
__forceinline__ __host__ __device__ bool operator<(
const cuFloatComplex& a,
const cuFloatComplex& b) {
return b > a;
}
__forceinline__ __host__ __device__ bool operator<=(
const cuFloatComplex& a,
const cuFloatComplex& b) {
return b > a || a == b;
}
__forceinline__ __host__ __device__ cuFloatComplex
operator+(const cuFloatComplex& a, float b) {
return make_cuFloatComplex(cuCrealf(a) + b, cuCimagf(a));
}
__forceinline__ __host__ __device__ cuFloatComplex
operator+(float a, const cuFloatComplex& b) {
return make_cuFloatComplex(a + cuCrealf(b), cuCimagf(b));
}
__forceinline__ __host__ __device__ cuFloatComplex
operator-(const cuFloatComplex& a, float b) {
return make_cuFloatComplex(cuCrealf(a) - b, cuCimagf(a));
}
__forceinline__ __host__ __device__ cuFloatComplex
operator-(float a, const cuFloatComplex& b) {
return make_cuFloatComplex(a - cuCrealf(b), -cuCimagf(b));
}
__forceinline__ __host__ __device__ cuFloatComplex
operator*(const cuFloatComplex& a, float b) {
return make_cuFloatComplex(cuCrealf(a) * b, cuCimagf(a) * b);
}
__forceinline__ __host__ __device__ cuFloatComplex
operator*(float a, const cuFloatComplex& b) {
return make_cuFloatComplex(a * cuCrealf(b), a * cuCimagf(b));
}
__forceinline__ __host__ __device__ cuFloatComplex
operator/(const cuFloatComplex& a, float b) {
return make_cuFloatComplex(cuCrealf(a) / b, cuCimagf(a) / b);
}
__forceinline__ __host__ __device__ cuFloatComplex
operator/(float a, const cuFloatComplex& b) {
float denom = cuCrealf(b) * cuCrealf(b) + cuCimagf(b) * cuCimagf(b);
return make_cuFloatComplex(
(a * cuCrealf(b)) / denom, (-a * cuCimagf(b)) / denom);
}