new pippenger radix 6/7/8 implementation

This commit is contained in:
Oleg Andreev 2019-05-21 12:35:58 -07:00
parent e726147af8
commit b52c2053c1

View file

@ -961,6 +961,80 @@ impl Scalar {
output
}
/// Creates a representation of a Scalar in radix 64, 128 or 256 for use with the Pippenger algorithm.
/// For lower radix, use `to_radix_16`, which is used by the Straus multi-scalar multiplication.
/// Higher radixes are not supported to save cache space. Radix 256 is near-optimal even for very
/// large inputs.
///
/// Radix below 64 or above 256 is prohibited.
/// This method returns digits in a fixed-sized array, excess digits are zeroes.
/// The second returned value is the number of digits.
///
/// ## Scalar representation
///
/// Radix \\(2\^r\\), with \\(n = ceil(256/r)\\) coefficients in \\([-(2\^r)/2,(2\^r)/2)\\),
/// i.e., scalar is represented using digits \\(a\_i\\) such that
/// $$
/// a = a\_0 + a\_1 2\^1r + \cdots + a_{n-1} 2\^{r*(n-1)},
/// $$
/// with \\(-2\^r/2 \leq a_i < 2\^r/2\\) for \\(0 \leq i < (n-1)\\) and \\(-2\^r/2 \leq a_{n-1} \leq 2\^r/2\\).
///
pub(crate) fn to_pippenger_radix(&self, r: usize) -> ([i8; 43], usize) {
debug_assert!(r >= 6);
debug_assert!(r <= 8);
let digits_count = (256 + r - 1)/r as usize;
debug_assert!(digits_count <= 43);
use byteorder::{ByteOrder, LittleEndian};
// Scalar formatted as four `u64`s with carry bit packed into the highest bit.
let mut scalar64x4 = [0u64; 4];
LittleEndian::read_u64_into(&self.bytes, &mut scalar64x4[0..4]);
let radix: u64 = 1 << r;
let window_mask: u64 = radix - 1;
let mut carry = 0u64;
let mut digits = [0i8; 43];
for i in 0..digits_count {
// Construct a buffer of bits of the scalar, starting at `bit_offset`.
let bit_offset = i*r;
let u64_idx = bit_offset / 64;
let bit_idx = bit_offset % 64;
// Read the bits from the scalar
let bit_buf: u64;
if bit_idx < 64 - r || u64_idx == 3 {
// This window's bits are contained in a single u64,
// or it's the last u64 anyway.
bit_buf = scalar64x4[u64_idx] >> bit_idx;
} else {
// Combine the current u64's bits with the bits from the next u64
bit_buf = (scalar64x4[u64_idx] >> bit_idx) | (scalar64x4[1+u64_idx] << (64 - bit_idx));
}
// Read the actual coefficient value from the window
let coef = carry + (bit_buf & window_mask); // coef = [0, 2^r)
// Recenter coefficients from [0,2^r) to [-2^r/2, 2^r/2)
carry = (coef + (radix/2) as u64) >> r;
digits[i] = ((coef as i64) - (carry << r) as i64) as i8;
}
// Apply the resulting carry to the last digit
// Since the highest bit of the 256-bit integer is 0,
// the last coefficient would always be in the lower half _inclusive_,
// so the carry in the end can be 1 iff the word equals 2^r/2.
// Since ±2^r/2 values are valid, to avoid adding an extra word,
// we allow the last word to touch the value 2^r/2.
// XXX: make sure tests cover this case, so the carry is non-zero and this line matters.
// Maybe it never happens to be non-zero for r=6/7/8?...
digits[digits_count-1] += (carry << r) as i8;
(digits, digits_count)
}
/// Unpack this `Scalar` to an `UnpackedScalar` for faster arithmetic.
pub(crate) fn unpack(&self) -> UnpackedScalar {
UnpackedScalar::from_bytes(&self.bytes)
@ -1437,4 +1511,33 @@ mod test {
assert_eq!(a * b, Scalar::one());
}
}
#[test]
fn test_pippenger_radix() {
use std::iter;
// For each valid radix it tests that 1000 random-ish scalars can be restored
// from the produced representation precisely.
for r in 6..9 {
for scalar in (2..100).map(|s| Scalar::from(s as u64).invert() ).chain(iter::once(-Scalar::one())) {
let (digits, digits_count) = scalar.to_pippenger_radix(r);
let radix = Scalar::from((1<<r) as u64);
let mut term = Scalar::one();
let mut recovered_scalar = Scalar::zero();
for digit in &digits[0..digits_count] {
let digit = *digit;
if digit != 0 {
let sdigit = if digit < 0 {
-Scalar::from((-(digit as i64)) as u64)
} else {
Scalar::from(digit as u64)
};
recovered_scalar += term * sdigit;
}
term *= radix;
}
assert_eq!(recovered_scalar, scalar);
}
}
}
}