#![allow(non_snake_case)] use openfhe::cxx::{CxxVector, SharedPtr}; use openfhe::ffi as ffi; fn EvalLogisticExample() { println!("--------------------------------- EVAL LOGISTIC FUNCTION ---------------------------------"); let mut _cc_params_ckksrns = ffi::GetParamsCKKSRNS(); _cc_params_ckksrns.pin_mut().SetSecurityLevel(ffi::SecurityLevel::HEStd_NotSet); _cc_params_ckksrns.pin_mut().SetRingDim(1 << 10); // #if NATIVEINT == 128 // let _scaling_mod_size: u32 = 78; // let _first_mod_size: u32 = 89; let _scaling_mod_size: u32 = 50; let _first_mod_size: u32 = 60; _cc_params_ckksrns.pin_mut().SetScalingModSize(_scaling_mod_size); _cc_params_ckksrns.pin_mut().SetFirstModSize(_first_mod_size); let _poly_degree: u32 = 16; let _mult_depth: u32 = 6; _cc_params_ckksrns.pin_mut().SetMultiplicativeDepth(_mult_depth); let _cc = ffi::GenCryptoContextByParamsCKKSRNS(&_cc_params_ckksrns); _cc.Enable(ffi::PKESchemeFeature::PKE); _cc.Enable(ffi::PKESchemeFeature::KEYSWITCH); _cc.Enable(ffi::PKESchemeFeature::LEVELEDSHE); _cc.Enable(ffi::PKESchemeFeature::ADVANCEDSHE); let _key_pair = _cc.KeyGen(); _cc.EvalMultKeyGen(&_key_pair.GetPrivateKey()); let mut _input = CxxVector::::new(); _input.pin_mut().push(ffi::ComplexPair{re: -4.0, im: 0.0}); _input.pin_mut().push(ffi::ComplexPair{re: -3.0, im: 0.0}); _input.pin_mut().push(ffi::ComplexPair{re: -2.0, im: 0.0}); _input.pin_mut().push(ffi::ComplexPair{re: -1.0, im: 0.0}); _input.pin_mut().push(ffi::ComplexPair{re: 0.0, im: 0.0}); _input.pin_mut().push(ffi::ComplexPair{re: 1.0, im: 0.0}); _input.pin_mut().push(ffi::ComplexPair{re: 2.0, im: 0.0}); _input.pin_mut().push(ffi::ComplexPair{re: 3.0, im: 0.0}); _input.pin_mut().push(ffi::ComplexPair{re: 4.0, im: 0.0}); let _encoded_length: usize = _input.len(); let _plain_text = _cc.MakeCKKSPackedPlaintextByVectorOfComplex(&_input, 1, 0, SharedPtr::::null(), 0); let _cipher_text = _cc.EncryptByPublicKey(&_key_pair.GetPublicKey(), &_plain_text); let _lower_bound: f64 = -5.0; let _upper_bound: f64 = 5.0; let _result = _cc.EvalLogistic(&_cipher_text, _lower_bound, _upper_bound, _poly_degree); let mut _plain_text_dec = ffi::GenEmptyPlainText(); _cc.DecryptByPrivateKeyAndCiphertext(&_key_pair.GetPrivateKey(), &_result, _plain_text_dec.pin_mut()); _plain_text_dec.SetLength(_encoded_length); let mut _expected_output = CxxVector::::new(); _expected_output.pin_mut().push(ffi::ComplexPair{re: 0.0179885, im: 0.0}); _expected_output.pin_mut().push(ffi::ComplexPair{re: 0.0474289, im: 0.0}); _expected_output.pin_mut().push(ffi::ComplexPair{re: 0.119205, im: 0.0}); _expected_output.pin_mut().push(ffi::ComplexPair{re: 0.268936, im: 0.0}); _expected_output.pin_mut().push(ffi::ComplexPair{re: 0.5, im: 0.0}); _expected_output.pin_mut().push(ffi::ComplexPair{re: 0.731064, im: 0.0}); _expected_output.pin_mut().push(ffi::ComplexPair{re: 0.880795, im: 0.0}); _expected_output.pin_mut().push(ffi::ComplexPair{re: 0.952571, im: 0.0}); _expected_output.pin_mut().push(ffi::ComplexPair{re: 0.982011, im: 0.0}); println!("Expected output\n\t[{} ]", _expected_output.iter().fold(String::new(), |acc, arg| acc + " " + "(" + &arg.re.to_string() + "," + &arg.im.to_string() + ")")); let _final_result = _plain_text_dec.GetCopyOfCKKSPackedValue(); println!("Actual output\n\t[{} ]", _final_result.iter().fold(String::new(), |acc, arg| acc + " " + "(" + &arg.re.to_string() + "," + &arg.im.to_string() + ")")); } fn GetSqrt(x: f64, ret: &mut f64) { *ret = x.sqrt(); } fn EvalFunctionExample() { println!("--------------------------------- EVAL SQUARE ROOT FUNCTION ---------------------------------"); let mut _cc_params_ckksrns = ffi::GetParamsCKKSRNS(); _cc_params_ckksrns.pin_mut().SetSecurityLevel(ffi::SecurityLevel::HEStd_NotSet); _cc_params_ckksrns.pin_mut().SetRingDim(1 << 10); // #if NATIVEINT == 128 // let _scaling_mod_size: u32 = 78; // let _first_mod_size: u32 = 89; let _scaling_mod_size: u32 = 50; let _first_mod_size: u32 = 60; _cc_params_ckksrns.pin_mut().SetScalingModSize(_scaling_mod_size); _cc_params_ckksrns.pin_mut().SetFirstModSize(_first_mod_size); let _poly_degree: u32 = 50; let _mult_depth: u32 = 7; _cc_params_ckksrns.pin_mut().SetMultiplicativeDepth(_mult_depth); let _cc = ffi::GenCryptoContextByParamsCKKSRNS(&_cc_params_ckksrns); _cc.Enable(ffi::PKESchemeFeature::PKE); _cc.Enable(ffi::PKESchemeFeature::KEYSWITCH); _cc.Enable(ffi::PKESchemeFeature::LEVELEDSHE); _cc.Enable(ffi::PKESchemeFeature::ADVANCEDSHE); let _key_pair = _cc.KeyGen(); _cc.EvalMultKeyGen(&_key_pair.GetPrivateKey()); let mut _input = CxxVector::::new(); _input.pin_mut().push(ffi::ComplexPair{re: 1.0, im: 0.0}); _input.pin_mut().push(ffi::ComplexPair{re: 2.0, im: 0.0}); _input.pin_mut().push(ffi::ComplexPair{re: 3.0, im: 0.0}); _input.pin_mut().push(ffi::ComplexPair{re: 4.0, im: 0.0}); _input.pin_mut().push(ffi::ComplexPair{re: 5.0, im: 0.0}); _input.pin_mut().push(ffi::ComplexPair{re: 6.0, im: 0.0}); _input.pin_mut().push(ffi::ComplexPair{re: 7.0, im: 0.0}); _input.pin_mut().push(ffi::ComplexPair{re: 8.0, im: 0.0}); _input.pin_mut().push(ffi::ComplexPair{re: 9.0, im: 0.0}); let _encoded_length: usize = _input.len(); let _plain_text = _cc.MakeCKKSPackedPlaintextByVectorOfComplex(&_input, 1, 0, SharedPtr::::null(), 0); let _cipher_text = _cc.EncryptByPublicKey(&_key_pair.GetPublicKey(), &_plain_text); let _lower_bound: f64 = 0.0; let _upper_bound: f64 = 10.0; let _result = _cc.EvalChebyshevFunction(GetSqrt, &_cipher_text, _lower_bound, _upper_bound, _poly_degree); let mut _plain_text_dec = ffi::GenEmptyPlainText(); _cc.DecryptByPrivateKeyAndCiphertext(&_key_pair.GetPrivateKey(), &_result, _plain_text_dec.pin_mut()); _plain_text_dec.SetLength(_encoded_length); let mut _expected_output = CxxVector::::new(); _expected_output.pin_mut().push(ffi::ComplexPair{re: 1.0, im: 0.0}); _expected_output.pin_mut().push(ffi::ComplexPair{re: 1.414213, im: 0.0}); _expected_output.pin_mut().push(ffi::ComplexPair{re: 1.732050, im: 0.0}); _expected_output.pin_mut().push(ffi::ComplexPair{re: 2.0, im: 0.0}); _expected_output.pin_mut().push(ffi::ComplexPair{re: 2.236067, im: 0.0}); _expected_output.pin_mut().push(ffi::ComplexPair{re: 2.449489, im: 0.0}); _expected_output.pin_mut().push(ffi::ComplexPair{re: 2.645751, im: 0.0}); _expected_output.pin_mut().push(ffi::ComplexPair{re: 2.828427, im: 0.0}); _expected_output.pin_mut().push(ffi::ComplexPair{re: 3.0, im: 0.0}); println!("Expected output\n\t[{} ]", _expected_output.iter().fold(String::new(), |acc, arg| acc + " " + "(" + &arg.re.to_string() + "," + &arg.im.to_string() + ")")); let _final_result = _plain_text_dec.GetCopyOfCKKSPackedValue(); println!("Actual output\n\t[{} ]", _final_result.iter().fold(String::new(), |acc, arg| acc + " " + "(" + &arg.re.to_string() + "," + &arg.im.to_string() + ")")); } fn main() { EvalLogisticExample(); EvalFunctionExample(); }