feat(backend): implement gadgets for remaining ops (#228)
* Implement gadgets for remaining ops * Use overflowing arithmetic ops * Code review * Formatting
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2 changed files with 570 additions and 3 deletions
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@ -565,6 +565,26 @@ pub trait CircuitBuilderPod<F: RichField + Extendable<D>, const D: usize> {
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/// and `y` each consist of two `u32` limbs.
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fn assert_i64_less_if(&mut self, b: BoolTarget, x: ValueTarget, y: ValueTarget);
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/// Computes `x + y` assuming `x` and `y` are assigned `i64`
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/// values.
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fn i64_wrapping_add(&mut self, x: ValueTarget, y: ValueTarget) -> ValueTarget;
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/// Computes `x + y` assuming `x` and `y` are assigned `i64`
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/// values. Enforces no overflow.
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fn i64_add(&mut self, x: ValueTarget, y: ValueTarget) -> ValueTarget;
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/// Computes `x * y` assuming `x` and `y` are assigned `i64`
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/// values. Enforces no overflow.
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fn i64_mul(&mut self, x: ValueTarget, y: ValueTarget) -> ValueTarget;
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/// Computes the canonical involution of `x` in `i64`, i.e. the
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/// negation of `x` as an `i64`.
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fn i64_inv(&mut self, x: ValueTarget) -> ValueTarget;
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/// Computes the absolute value of `x` *as an element of
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/// `i64`*. Includes sign indicator (true if negative).
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fn i64_abs(&mut self, x: ValueTarget) -> (ValueTarget, BoolTarget);
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/// Creates value target that is a hash of two given values.
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fn hash_values(&mut self, x: ValueTarget, y: ValueTarget) -> ValueTarget;
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@ -716,6 +736,138 @@ impl CircuitBuilderPod<F, D> for CircuitBuilder<F, D> {
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assert_limb_lt(self, lhs, rhs);
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}
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fn i64_wrapping_add(&mut self, x: ValueTarget, y: ValueTarget) -> ValueTarget {
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let zero = self.zero();
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// Add components and carry where appropriate.
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let (_, sum) = std::iter::zip(&x.elements[..2], &y.elements[..2]).fold(
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(zero, vec![]),
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|(carry, out), (&a, &b)| {
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let sum = [a, b, carry]
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.into_iter()
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.reduce(|alpha, beta| self.add(alpha, beta))
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.expect("Iterator should be nonempty.");
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let (sum_residue, sum_quotient) = self.split_low_high(sum, NUM_BITS, F::BITS);
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(sum_quotient, [out, vec![sum_residue]].concat())
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},
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);
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ValueTarget::from_slice(&[sum[0], sum[1], zero, zero])
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}
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fn i64_add(&mut self, x: ValueTarget, y: ValueTarget) -> ValueTarget {
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let zero = self.zero();
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let sum = self.i64_wrapping_add(x, y);
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// Overflow check.
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let x_is_negative = self.i64_is_negative(x);
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let x_is_nonnegative = self.not(x_is_negative);
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let y_is_negative = self.i64_is_negative(y);
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let y_is_nonnegative = self.not(y_is_negative);
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let sum_is_negative = self.i64_is_negative(sum);
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let sum_is_nonnegative = self.not(sum_is_negative);
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let overflow_conditions = [
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self.all([x_is_negative, y_is_negative, sum_is_nonnegative]),
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self.all([x_is_nonnegative, y_is_nonnegative, sum_is_negative]),
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];
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let overflow = self.any(overflow_conditions);
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self.connect(overflow.target, zero);
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sum
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}
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fn i64_mul(&mut self, x: ValueTarget, y: ValueTarget) -> ValueTarget {
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let zero = self.zero();
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let i64_min = ValueTarget::from_slice(&self.constants(&RawValue::from(i64::MIN).0));
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let (abs_x, x_is_negative) = self.i64_abs(x);
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let (abs_y, y_is_negative) = self.i64_abs(y);
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// Sign indicators.
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let same_sign_ind = self.is_equal(x_is_negative.target, y_is_negative.target);
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let prod_sign = self.not(same_sign_ind);
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// Determine product of absolute values.
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let x = abs_x.elements[..2].to_vec();
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let y = abs_y.elements[..2].to_vec();
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let prods = [
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self.mul(x[0], y[0]),
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self.mul(x[0], y[1]),
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self.mul(x[1], y[0]),
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]
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.into_iter()
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.map(|p| self.split_low_high(p, NUM_BITS, F::BITS))
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.collect::<Vec<_>>();
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let prod_lower = prods[0].0;
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let (prod_upper, _) = {
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let sum1 = self.add(prods[1].0, prods[2].0);
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let sum2 = self.add(sum1, prods[0].1);
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self.split_low_high(sum2, NUM_BITS, F::BITS)
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};
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let abs_prod = ValueTarget::from_slice(&[prod_lower, prod_upper, zero, zero]);
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// Overflow check: The latter two products in `prods` should
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// have zero higher-order coefficients.
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let no_spillovers = [
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self.is_equal(prods[1].1, zero),
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self.is_equal(prods[2].1, zero),
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]
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.into_iter()
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.reduce(|a, b| self.and(a, b))
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.expect("Iterator should be nonempty.");
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// Overflow check: The product of the higher-order
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// coefficients should be zero.
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let higher_prod = self.mul(x[1], y[1]);
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let higher_prod_is_zero = self.is_equal(higher_prod, zero);
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// Overflow check: The product of the absolute values is
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// either nonnegative or negative and equal to `i64::MIN`.
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let abs_prod_is_negative = self.i64_is_negative(abs_prod);
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let abs_prod_is_nonnegative = self.not(abs_prod_is_negative);
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let abs_prod_is_min = self.is_equal_slice(&abs_prod.elements, &i64_min.elements);
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let abs_prod_sign_ok = self.and(abs_prod_is_min, prod_sign);
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let abs_prod_sign_ok = self.or(abs_prod_sign_ok, abs_prod_is_nonnegative);
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// Combine the above conditions.
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let no_overflow = self.and(abs_prod_sign_ok, higher_prod_is_zero);
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let no_overflow = self.and(no_overflow, no_spillovers);
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self.assert_one(no_overflow.target);
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// Take sign into account.
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let minus_abs_prod = self.i64_inv(abs_prod);
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self.select_value(prod_sign, minus_abs_prod, abs_prod)
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}
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fn i64_inv(&mut self, x: ValueTarget) -> ValueTarget {
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let zero = self.zero();
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let one = ValueTarget::one(self);
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let u32_max = self.constant(F::from_canonical_u32(u32::MAX));
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let flipped_x = ValueTarget::from_slice(&[
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self.sub(u32_max, x.elements[0]),
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self.sub(u32_max, x.elements[1]),
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zero,
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zero,
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]);
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self.i64_wrapping_add(one, flipped_x)
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}
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fn i64_abs(&mut self, x: ValueTarget) -> (ValueTarget, BoolTarget) {
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let x_is_negative = self.i64_is_negative(x);
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let minus_x = self.i64_inv(x);
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(self.select_value(x_is_negative, minus_x, x), x_is_negative)
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}
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fn hash_values(&mut self, x: ValueTarget, y: ValueTarget) -> ValueTarget {
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ValueTarget::from_slice(
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&self
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@ -795,9 +947,13 @@ impl CircuitBuilderPod<F, D> for CircuitBuilder<F, D> {
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}
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#[cfg(test)]
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mod tests {
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pub(crate) mod tests {
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use anyhow::anyhow;
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use itertools::Itertools;
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use plonky2::plonk::{circuit_builder::CircuitBuilder, circuit_data::CircuitConfig};
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use plonky2::plonk::{
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circuit_builder::CircuitBuilder, circuit_data::CircuitConfig,
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config::PoseidonGoldilocksConfig,
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};
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use super::*;
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use crate::{
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@ -808,6 +964,48 @@ mod tests {
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middleware::CustomPredicateBatch,
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};
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pub(crate) const I64_TEST_PAIRS: [(i64, i64); 36] = [
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// Nonnegative numbers
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(0, 0),
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(0, 50),
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(35, 50),
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(483748374, 221672),
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(2, 1 << 31),
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(2, 1 << 62),
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(0, 1 << 62),
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(1 << 31, 1 << 62),
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(1 << 32, 1 << 32),
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(1 << 62, 1 << 62),
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(0, i64::MAX),
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(i64::MAX, 1 << 62),
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(i64::MAX, i64::MAX),
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// Negative numbers
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(-35, -50),
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(-483748374, -221672),
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(-(1 << 33), -1),
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(-(1 << 32), -(1 << 32)),
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(-(1 << 33), -(1 << 29)),
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(-(1 << 33), -(1 << 30)),
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(-(1 << 33), -(1 << 62)),
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(-(1 << 62), -(1 << 62)),
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(i64::MIN, -1),
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(i64::MIN, -(1 << 31)),
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(i64::MIN, -(1 << 62)),
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(i64::MIN, i64::MIN),
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// Mix of numbers
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(-35, 50),
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(-483748374, 221672),
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(-(1 << 32), (1 << 32)),
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(-(1 << 33), (1 << 30) - 1),
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(-(1 << 33), (1 << 30)),
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(-(1 << 62), (1 << 62)),
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(i64::MIN, 0),
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(i64::MIN, 1),
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(i64::MIN, 1 << 31),
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(i64::MIN, 1 << 62),
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(i64::MIN, i64::MAX),
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];
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#[test]
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fn custom_predicate_target() -> frontend::Result<()> {
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let params = Params::default();
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@ -828,7 +1026,7 @@ mod tests {
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// generate & verify proof
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let data = builder.build::<C>();
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let proof = data.prove(pw).expect(&format!("predicate {}", i));
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let proof = data.prove(pw).unwrap_or_else(|_| panic!("predicate {}", i));
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data.verify(proof.clone()).unwrap();
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}
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@ -912,4 +1110,73 @@ mod tests {
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Ok(())
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}
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#[test]
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fn test_i64_addition() -> Result<(), anyhow::Error> {
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// Circuit declaration
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let config = CircuitConfig::standard_recursion_config();
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let mut builder = CircuitBuilder::<F, D>::new(config);
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let x_target = ValueTarget::from_slice(&builder.add_virtual_target_arr::<VALUE_SIZE>());
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let y_target = ValueTarget::from_slice(&builder.add_virtual_target_arr::<VALUE_SIZE>());
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let sum_target = builder.i64_add(x_target, y_target);
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let data = builder.build::<PoseidonGoldilocksConfig>();
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let params = Params::default();
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I64_TEST_PAIRS.into_iter().try_for_each(|(x, y)| {
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let mut pw = PartialWitness::<F>::new();
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let (sum, overflow) = x.overflowing_add(y);
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pw.set_target_arr(&x_target.elements, &RawValue::from(x).to_fields(¶ms))?;
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pw.set_target_arr(&y_target.elements, &RawValue::from(y).to_fields(¶ms))?;
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pw.set_target_arr(
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&sum_target.elements,
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&RawValue::from(sum).to_fields(¶ms),
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)?;
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let proof = data.prove(pw);
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match (overflow, proof) {
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(false, Ok(pf)) => data.verify(pf),
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(false, Err(e)) => Err(anyhow!("Proof failure despite no overflow: {}", e)),
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(true, Ok(_)) => Err(anyhow!("Proof success despite overflow.")),
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(true, Err(_)) => Ok(()),
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}
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})
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}
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#[test]
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fn test_i64_multiplication() -> Result<(), anyhow::Error> {
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// Circuit declaration
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let config = CircuitConfig::standard_recursion_config();
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let mut builder = CircuitBuilder::<F, D>::new(config);
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let x_target = ValueTarget::from_slice(&builder.add_virtual_target_arr::<VALUE_SIZE>());
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let y_target = ValueTarget::from_slice(&builder.add_virtual_target_arr::<VALUE_SIZE>());
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let prod_target = builder.i64_mul(x_target, y_target);
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let data = builder.build::<PoseidonGoldilocksConfig>();
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let params = Params::default();
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I64_TEST_PAIRS.into_iter().try_for_each(|(x, y)| {
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println!("{}, {}", x, y);
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let mut pw = PartialWitness::<F>::new();
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let (prod, overflow) = x.overflowing_mul(y);
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pw.set_target_arr(&x_target.elements, &RawValue::from(x).to_fields(¶ms))?;
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pw.set_target_arr(&y_target.elements, &RawValue::from(y).to_fields(¶ms))?;
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pw.set_target_arr(
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&prod_target.elements,
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&RawValue::from(prod).to_fields(¶ms),
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)?;
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let proof = data.prove(pw);
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match (overflow, proof) {
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(false, Ok(pf)) => data.verify(pf),
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(false, Err(e)) => Err(anyhow!("Proof failure despite no overflow: {}", e)),
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(true, Ok(_)) => Err(anyhow!("Proof success despite overflow.")),
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(true, Err(_)) => Ok(()),
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}
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})
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}
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}
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