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use crate::integer::ciphertext::RadixCiphertext;
use crate::integer::server_key::comparator::ZeroComparisonType;
use crate::integer::ServerKey;
use rayon::prelude::*;
use super::bit_extractor::BitExtractor;
impl ServerKey {
//======================================================================
// Div Rem
//======================================================================
pub fn unchecked_div_rem_parallelized(
&self,
numerator: &RadixCiphertext,
divisor: &RadixCiphertext,
) -> (RadixCiphertext, RadixCiphertext) {
// Pseudo-code of the school-bool / long-division algorithm:
//
//
// div(N/D):
// Q := 0 -- Initialize quotient and remainder to zero
// R := 0
// for i := n − 1 .. 0 do -- Where n is number of bits in N
// R := R << 1 -- Left-shift R by 1 bit
// R(0) := N(i) -- Set the least-significant bit of R equal to bit i of the
// -- numerator
// if R ≥ D then
// R := R − D
// Q(i) := 1
// end
// end
let num_blocks = numerator.blocks.len();
let num_bits_in_block = self.key.message_modulus.0.ilog2() as u64;
let total_bits = num_bits_in_block * num_blocks as u64;
let mut quotient = self.create_trivial_zero_radix(num_blocks);
let mut remainder = self.create_trivial_zero_radix(num_blocks);
// This lut only works when y values are 0 or 1
let zeroer_lut_for_merged_cmp =
self.key
.generate_lookup_table_bivariate(|x, y| if y != 1 { 0 } else { x });
// This lut works when y is <= 2
let zeroer_lut_summed_cmp =
self.key
.generate_lookup_table_bivariate(|x, y| if y != 2 { 0 } else { x });
let merge_two_cmp_lut = self
.key
.generate_lookup_table_bivariate(|x, y| u64::from(x == 1 && y == 1));
let bit_extractor = BitExtractor::new(self, num_bits_in_block as usize);
let numerator_bits = bit_extractor.extract_all_bits(&numerator.blocks);
for i in (0..=total_bits as usize - 1).rev() {
let block_of_bit = i / num_bits_in_block as usize;
let pos_in_block = i % num_bits_in_block as usize;
// i goes from (total_bits - 1 to 0)
// msb_bit_set goes from 0 to total_bits - 1
let msb_bit_set = total_bits as usize - 1 - i;
let first_trivial_block = (msb_bit_set / num_bits_in_block as usize) + 1;
// All blocks starting from the first_trivial_block are known to be trivial
// So we can avoid work.
// Note that, these are always non-emtpy
let mut interesting_remainder =
RadixCiphertext::from(remainder.blocks[..first_trivial_block].to_vec());
let mut interesting_divisor =
RadixCiphertext::from(divisor.blocks[..first_trivial_block].to_vec());
self.unchecked_scalar_left_shift_assign_parallelized(&mut interesting_remainder, 1);
self.key
.unchecked_add_assign(&mut interesting_remainder.blocks[0], &numerator_bits[i]);
// For comparisons, trivial are dealt with differently
let (non_trivial_blocks_are_ge, trivial_blocks_are_zero) = rayon::join(
|| {
// Do a true >= comparison for non trivial blocks
self.unchecked_ge_parallelized(&interesting_remainder, &interesting_divisor)
},
|| {
// Do a comparison (==) with 0 for trivial blocks
let trivial_blocks = &divisor.blocks[first_trivial_block..];
if trivial_blocks.is_empty() {
self.key.create_trivial(1)
} else {
let tmp = self
.compare_blocks_with_zero(trivial_blocks, ZeroComparisonType::Equality);
self.are_all_comparisons_block_true(tmp)
}
},
);
// We need to 'merge' the two comparisons results
// from being in two blocks into one,
// to be able to use that merged block as a 'control' block
// to zero out (or not) 'interesting_divisor'.
//
// If parameters have enough message space,
// the merge can be done using an addition,
// otherwise we have to use a bivariate PBS.
//
// This has an impact as merging using addition means
// the merge result is in [0, 1, 2], while merging
// using bivariate PBS gives a result in [0, 1].
//
// is_remainder_greater_or_eq_than_divisor will be Some(block)
// where block encrypts a boolean value
// if the merge is done with PBS, None otherwise.
//
// Towards the end of the loop, we need
// is_remainder_greater_or_eq_than_divisor to actually be Some(block),
// the PBS merge will then happen at this point.
// Delaying this PBS merge, is done because it creates noticeable
// performance improvement.
// When the PBS is done later (rather than right now), it will
// be done in parrallel with another PBS based operation meaning the
// latency of this function won't be impacted (compared to doing it right now).
let mut is_remainder_greater_or_eq_than_divisor;
if self.key.message_modulus.0 < 3 {
let merged_cmp = self.key.unchecked_apply_lookup_table_bivariate(
&trivial_blocks_are_zero,
&non_trivial_blocks_are_ge.blocks[0],
&merge_two_cmp_lut,
);
interesting_divisor.blocks.par_iter_mut().for_each(|block| {
self.key.unchecked_apply_lookup_table_bivariate_assign(
block,
&merged_cmp,
&zeroer_lut_for_merged_cmp,
);
});
is_remainder_greater_or_eq_than_divisor = Some(merged_cmp)
} else {
let summed_cmp = self.key.unchecked_add(
&trivial_blocks_are_zero,
&non_trivial_blocks_are_ge.blocks[0],
);
interesting_divisor.blocks.par_iter_mut().for_each(|block| {
self.key.unchecked_apply_lookup_table_bivariate_assign(
block,
&summed_cmp,
&zeroer_lut_summed_cmp,
);
});
is_remainder_greater_or_eq_than_divisor = None;
}
rayon::join(
|| {
self.sub_assign_parallelized(&mut interesting_remainder, &interesting_divisor);
// Copy back into the real remainder
remainder.blocks[..first_trivial_block]
.iter_mut()
.zip(interesting_remainder.blocks.iter())
.for_each(|(remainder_block, new_value)| {
remainder_block.clone_from(new_value);
});
},
|| {
// This is the place where we merge the two cmp blocks
// if it was not done earlier.
let merged_cmp =
is_remainder_greater_or_eq_than_divisor.get_or_insert_with(|| {
self.key.unchecked_apply_lookup_table_bivariate(
&trivial_blocks_are_zero,
&non_trivial_blocks_are_ge.blocks[0],
&merge_two_cmp_lut,
)
});
self.key
.unchecked_scalar_left_shift_assign(merged_cmp, pos_in_block as u8);
self.key
.unchecked_add_assign(&mut quotient.blocks[block_of_bit], merged_cmp);
},
);
}
(quotient, remainder)
}
/// Computes homomorphically the quotient and remainder of the division between two ciphertexts
///
///
/// # Example
///
/// ```rust
/// use tfhe::integer::gen_keys_radix;
/// use tfhe::shortint::parameters::PARAM_MESSAGE_2_CARRY_2;
///
/// // Generate the client key and the server key:
/// let num_blocks = 4;
/// let (cks, sks) = gen_keys_radix(PARAM_MESSAGE_2_CARRY_2, num_blocks);
///
/// let msg1 = 97;
/// let msg2 = 14;
///
/// let ct1 = cks.encrypt(msg1);
/// let ct2 = cks.encrypt(msg2);
///
/// // Compute homomorphically an addition:
/// let (q_res, r_res) = sks.div_rem_parallelized(&ct1, &ct2);
///
/// // Decrypt:
/// let q: u64 = cks.decrypt(&q_res);
/// let r: u64 = cks.decrypt(&r_res);
/// assert_eq!(q, msg1 / msg2);
/// assert_eq!(r, msg1 % msg2);
/// ```
pub fn div_rem_parallelized(
&self,
numerator: &RadixCiphertext,
divisor: &RadixCiphertext,
) -> (RadixCiphertext, RadixCiphertext) {
let mut tmp_numerator: RadixCiphertext;
let mut tmp_divisor: RadixCiphertext;
let (numerator, divisor) = match (
numerator.block_carries_are_empty(),
divisor.block_carries_are_empty(),
) {
(true, true) => (numerator, divisor),
(true, false) => {
tmp_divisor = divisor.clone();
self.full_propagate_parallelized(&mut tmp_divisor);
(numerator, &tmp_divisor)
}
(false, true) => {
tmp_numerator = numerator.clone();
self.full_propagate_parallelized(&mut tmp_numerator);
(&tmp_numerator, divisor)
}
(false, false) => {
tmp_divisor = divisor.clone();
tmp_numerator = numerator.clone();
rayon::join(
|| self.full_propagate_parallelized(&mut tmp_numerator),
|| self.full_propagate_parallelized(&mut tmp_divisor),
);
(&tmp_numerator, &tmp_divisor)
}
};
self.unchecked_div_rem_parallelized(numerator, divisor)
}
pub fn smart_div_rem_parallelized(
&self,
numerator: &mut RadixCiphertext,
divisor: &mut RadixCiphertext,
) -> (RadixCiphertext, RadixCiphertext) {
rayon::join(
|| {
if !numerator.block_carries_are_empty() {
self.full_propagate_parallelized(numerator)
}
},
|| {
if !divisor.block_carries_are_empty() {
self.full_propagate_parallelized(divisor)
}
},
);
self.unchecked_div_rem_parallelized(numerator, divisor)
}
//======================================================================
// Div
//======================================================================
pub fn unchecked_div_assign_parallelized(
&self,
numerator: &mut RadixCiphertext,
divisor: &RadixCiphertext,
) {
let (q, _r) = self.unchecked_div_rem_parallelized(numerator, divisor);
*numerator = q;
}
pub fn unchecked_div_parallelized(
&self,
numerator: &RadixCiphertext,
divisor: &RadixCiphertext,
) -> RadixCiphertext {
let (q, _r) = self.unchecked_div_rem_parallelized(numerator, divisor);
q
}
pub fn smart_div_assign_parallelized(
&self,
numerator: &mut RadixCiphertext,
divisor: &mut RadixCiphertext,
) {
let (q, _r) = self.smart_div_rem_parallelized(numerator, divisor);
*numerator = q;
}
pub fn smart_div_parallelized(
&self,
numerator: &mut RadixCiphertext,
divisor: &mut RadixCiphertext,
) -> RadixCiphertext {
let (q, _r) = self.smart_div_rem_parallelized(numerator, divisor);
q
}
pub fn div_assign_parallelized(
&self,
numerator: &mut RadixCiphertext,
divisor: &RadixCiphertext,
) {
let mut tmp_divisor: RadixCiphertext;
let (numerator, divisor) = match (
numerator.block_carries_are_empty(),
divisor.block_carries_are_empty(),
) {
(true, true) => (numerator, divisor),
(true, false) => {
tmp_divisor = divisor.clone();
self.full_propagate_parallelized(&mut tmp_divisor);
(numerator, &tmp_divisor)
}
(false, true) => {
self.full_propagate_parallelized(numerator);
(numerator, divisor)
}
(false, false) => {
tmp_divisor = divisor.clone();
rayon::join(
|| self.full_propagate_parallelized(numerator),
|| self.full_propagate_parallelized(&mut tmp_divisor),
);
(numerator, &tmp_divisor)
}
};
let (q, _r) = self.unchecked_div_rem_parallelized(numerator, divisor);
*numerator = q;
}
/// Computes homomorphically the quotient of the division between two ciphertexts
///
/// # Note
///
/// If you need both the quotien and remainder use [Self::div_rem_parallelized].
///
/// # Example
///
/// ```rust
/// use tfhe::integer::gen_keys_radix;
/// use tfhe::shortint::parameters::PARAM_MESSAGE_2_CARRY_2;
///
/// // Generate the client key and the server key:
/// let num_blocks = 4;
/// let (cks, sks) = gen_keys_radix(PARAM_MESSAGE_2_CARRY_2, num_blocks);
///
/// let msg1 = 97;
/// let msg2 = 14;
///
/// let ct1 = cks.encrypt(msg1);
/// let ct2 = cks.encrypt(msg2);
///
/// // Compute homomorphically an addition:
/// let ct_res = sks.div_parallelized(&ct1, &ct2);
///
/// // Decrypt:
/// let dec_result: u64 = cks.decrypt(&ct_res);
/// assert_eq!(dec_result, msg1 / msg2);
/// ```
pub fn div_parallelized(
&self,
numerator: &RadixCiphertext,
divisor: &RadixCiphertext,
) -> RadixCiphertext {
let (q, _r) = self.div_rem_parallelized(numerator, divisor);
q
}
//======================================================================
// Rem
//======================================================================
pub fn unchecked_rem_assign_parallelized(
&self,
numerator: &mut RadixCiphertext,
divisor: &RadixCiphertext,
) {
let (_q, r) = self.unchecked_div_rem_parallelized(numerator, divisor);
*numerator = r;
}
pub fn unchecked_rem_parallelized(
&self,
numerator: &RadixCiphertext,
divisor: &RadixCiphertext,
) -> RadixCiphertext {
let (_q, r) = self.unchecked_div_rem_parallelized(numerator, divisor);
r
}
pub fn smart_rem_assign_parallelized(
&self,
numerator: &mut RadixCiphertext,
divisor: &mut RadixCiphertext,
) {
let (_q, r) = self.smart_div_rem_parallelized(numerator, divisor);
*numerator = r;
}
pub fn smart_rem_parallelized(
&self,
numerator: &mut RadixCiphertext,
divisor: &mut RadixCiphertext,
) -> RadixCiphertext {
let (_q, r) = self.smart_div_rem_parallelized(numerator, divisor);
r
}
pub fn rem_assign_parallelized(
&self,
numerator: &mut RadixCiphertext,
divisor: &RadixCiphertext,
) {
let mut tmp_divisor: RadixCiphertext;
let (numerator, divisor) = match (
numerator.block_carries_are_empty(),
divisor.block_carries_are_empty(),
) {
(true, true) => (numerator, divisor),
(true, false) => {
tmp_divisor = divisor.clone();
self.full_propagate_parallelized(&mut tmp_divisor);
(numerator, &tmp_divisor)
}
(false, true) => {
self.full_propagate_parallelized(numerator);
(numerator, divisor)
}
(false, false) => {
tmp_divisor = divisor.clone();
rayon::join(
|| self.full_propagate_parallelized(numerator),
|| self.full_propagate_parallelized(&mut tmp_divisor),
);
(numerator, &tmp_divisor)
}
};
let (_q, r) = self.unchecked_div_rem_parallelized(numerator, divisor);
*numerator = r;
}
/// Computes homomorphically the remainder (rest) of the division between two ciphertexts
///
/// # Note
///
/// If you need both the quotien and remainder use [Self::div_rem_parallelized].
///
/// # Example
///
/// ```rust
/// use tfhe::integer::gen_keys_radix;
/// use tfhe::shortint::parameters::PARAM_MESSAGE_2_CARRY_2;
///
/// // Generate the client key and the server key:
/// let num_blocks = 4;
/// let (cks, sks) = gen_keys_radix(PARAM_MESSAGE_2_CARRY_2, num_blocks);
///
/// let msg1 = 97;
/// let msg2 = 14;
///
/// let ct1 = cks.encrypt(msg1);
/// let ct2 = cks.encrypt(msg2);
///
/// // Compute homomorphically an addition:
/// let ct_res = sks.rem_parallelized(&ct1, &ct2);
///
/// // Decrypt:
/// let dec_result: u64 = cks.decrypt(&ct_res);
/// assert_eq!(dec_result, msg1 % msg2);
/// ```
pub fn rem_parallelized(
&self,
numerator: &RadixCiphertext,
divisor: &RadixCiphertext,
) -> RadixCiphertext {
let (_q, r) = self.div_rem_parallelized(numerator, divisor);
r
}
}