Program Listing for File ckksrns-utils.h
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//==================================================================================
// BSD 2-Clause License
//
// Copyright (c) 2014-2022, NJIT, Duality Technologies Inc. and other contributors
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// Author TPOC: contact@openfhe.org
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#ifndef _CKKSRNS_UTILS_H_
#define _CKKSRNS_UTILS_H_
#include <vector>
#include <complex>
#include <iostream>
#include <stdint.h>
#include <memory>
/*
* Subroutines used by the linear transformation homomorphic capability
*/
namespace lbcrypto {
struct longDiv {
std::vector<double> q;
std::vector<double> r;
longDiv() {}
longDiv(const std::vector<double>& q0, const std::vector<double>& r0) : q(q0), r(r0) {}
};
uint32_t Degree(const std::vector<double>& coefficients);
std::shared_ptr<longDiv> LongDivisionPoly(const std::vector<double>& f, const std::vector<double>& g);
std::shared_ptr<longDiv> LongDivisionChebyshev(const std::vector<double>& f, const std::vector<double>& g);
std::vector<uint32_t> ComputeDegreesPS(const uint32_t n);
uint32_t GetMultiplicativeDepthByCoeffVector(const std::vector<double>& vec, bool isNormalized = false);
std::vector<std::complex<double>> ExtractShiftedDiagonal(const std::vector<std::vector<std::complex<double>>>& A,
int index);
std::vector<std::complex<double>> Rotate(const std::vector<std::complex<double>>& a, int32_t index);
std::vector<std::complex<double>> Fill(const std::vector<std::complex<double>>& a, int slots);
std::vector<std::vector<std::complex<double>>> CoeffEncodingOneLevel(const std::vector<std::complex<double>>& pows,
const std::vector<uint32_t>& rotGroup,
bool flag_i);
std::vector<std::vector<std::complex<double>>> CoeffDecodingOneLevel(const std::vector<std::complex<double>>& pows,
const std::vector<uint32_t>& rotGroup,
bool flag_i);
std::vector<std::vector<std::vector<std::complex<double>>>> CoeffEncodingCollapse(
const std::vector<std::complex<double>>& pows, const std::vector<uint32_t>& rotGroup, uint32_t levelBudget,
bool flag_i);
std::vector<std::vector<std::vector<std::complex<double>>>> CoeffDecodingCollapse(
const std::vector<std::complex<double>>& pows, const std::vector<uint32_t>& rotGroup, uint32_t levelBudget,
bool flag_i);
uint32_t ReduceRotation(int32_t index, uint32_t slots);
std::vector<uint32_t> SelectLayers(uint32_t logSlots, uint32_t budget = 4);
std::vector<int32_t> GetCollapsedFFTParams(uint32_t slots, uint32_t levelBudget = 4, uint32_t dim1 = 0);
uint32_t getRatioBSGSLT(uint32_t slots);
std::vector<int32_t> FindLTRotationIndicesSwitch(uint32_t dim1, uint32_t m, uint32_t blockDimension);
std::vector<int32_t> FindLTRotationIndicesSwitchArgmin(uint32_t m, uint32_t blockDimension, uint32_t cols);
namespace CKKS_BOOT_PARAMS {
enum {
LEVEL_BUDGET, // the level budget
LAYERS_COLL, // the number of layers to collapse in one level
LAYERS_REM, // the number of layers remaining to be collapsed in one level to have exactly the number of levels specified in the level budget
NUM_ROTATIONS, // the number of rotations in one level
BABY_STEP, // the baby step in the baby-step giant-step strategy
GIANT_STEP, // the giant step in the baby-step giant-step strategy
NUM_ROTATIONS_REM, // the number of rotations in the remaining level
BABY_STEP_REM, // the baby step in the baby-step giant-step strategy for the remaining level
GIANT_STEP_REM, // the giant step in the baby-step giant-step strategy for the remaining level
TOTAL_ELEMENTS // total number of elements in the vector
};
} // namespace CKKS_BOOT_PARAMS
} // namespace lbcrypto
#endif