Merge pull request #373 from mir-protocol/mul_gate

Multiplication gate
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wborgeaud 2021-11-22 22:25:54 +01:00 committed by GitHub
commit 9bd5ac00c1
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5 changed files with 291 additions and 11 deletions

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@ -1,5 +1,7 @@
use std::borrow::Borrow;
use itertools::Itertools;
use crate::field::extension_field::Extendable;
use crate::field::field_types::{PrimeField, RichField};
use crate::gates::arithmetic_base::ArithmeticGate;
@ -206,11 +208,11 @@ impl<F: RichField + Extendable<D>, const D: usize> CircuitBuilder<F, D> {
/// Multiply `n` `Target`s.
pub fn mul_many(&mut self, terms: &[Target]) -> Target {
let terms_ext = terms
terms
.iter()
.map(|&t| self.convert_to_ext(t))
.collect::<Vec<_>>();
self.mul_many_extension(&terms_ext).to_target_array()[0]
.copied()
.fold1(|acc, t| self.mul(acc, t))
.unwrap_or_else(|| self.one())
}
/// Exponentiate `base` to the power of `2^power_log`.

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@ -1,8 +1,11 @@
use itertools::Itertools;
use crate::field::extension_field::target::{ExtensionAlgebraTarget, ExtensionTarget};
use crate::field::extension_field::FieldExtension;
use crate::field::extension_field::{Extendable, OEF};
use crate::field::field_types::{Field, PrimeField, RichField};
use crate::gates::arithmetic_extension::ArithmeticExtensionGate;
use crate::gates::multiplication_extension::MulExtensionGate;
use crate::iop::generator::{GeneratedValues, SimpleGenerator};
use crate::iop::target::Target;
use crate::iop::witness::{PartitionWitness, Witness};
@ -41,13 +44,19 @@ impl<F: RichField + Extendable<D>, const D: usize> CircuitBuilder<F, D> {
return result;
}
let result = if self.target_as_constant_ext(addend) == Some(F::Extension::ZERO) {
// If the addend is zero, we use a multiplication gate.
self.compute_mul_extension_operation(operation)
} else {
// Otherwise, we use an arithmetic gate.
self.compute_arithmetic_extension_operation(operation)
};
// Otherwise, we must actually perform the operation using an ArithmeticExtensionGate slot.
let result = self.add_arithmetic_extension_operation(operation);
self.arithmetic_results.insert(operation, result);
result
}
fn add_arithmetic_extension_operation(
fn compute_arithmetic_extension_operation(
&mut self,
operation: ExtensionArithmeticOperation<F, D>,
) -> ExtensionTarget<D> {
@ -70,6 +79,22 @@ impl<F: RichField + Extendable<D>, const D: usize> CircuitBuilder<F, D> {
ExtensionTarget::from_range(gate, ArithmeticExtensionGate::<D>::wires_ith_output(i))
}
fn compute_mul_extension_operation(
&mut self,
operation: ExtensionArithmeticOperation<F, D>,
) -> ExtensionTarget<D> {
let (gate, i) = self.find_mul_gate(operation.const_0);
let wires_multiplicand_0 =
ExtensionTarget::from_range(gate, MulExtensionGate::<D>::wires_ith_multiplicand_0(i));
let wires_multiplicand_1 =
ExtensionTarget::from_range(gate, MulExtensionGate::<D>::wires_ith_multiplicand_1(i));
self.connect_extension(operation.multiplicand_0, wires_multiplicand_0);
self.connect_extension(operation.multiplicand_1, wires_multiplicand_1);
ExtensionTarget::from_range(gate, MulExtensionGate::<D>::wires_ith_output(i))
}
/// Checks for special cases where the value of
/// `const_0 * multiplicand_0 * multiplicand_1 + const_1 * addend`
/// can be determined without adding an `ArithmeticGate`.
@ -273,11 +298,11 @@ impl<F: RichField + Extendable<D>, const D: usize> CircuitBuilder<F, D> {
/// Multiply `n` `ExtensionTarget`s.
pub fn mul_many_extension(&mut self, terms: &[ExtensionTarget<D>]) -> ExtensionTarget<D> {
let mut product = self.one_extension();
for &term in terms {
product = self.mul_extension(product, term);
}
product
terms
.iter()
.copied()
.fold1(|acc, t| self.mul_extension(acc, t))
.unwrap_or_else(|| self.one_extension())
}
/// Like `mul_add`, but for `ExtensionTarget`s.

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@ -14,6 +14,7 @@ pub mod gate_tree;
pub mod gmimc;
pub mod insertion;
pub mod interpolation;
pub mod multiplication_extension;
pub mod noop;
pub mod poseidon;
pub(crate) mod poseidon_mds;

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@ -0,0 +1,204 @@
use std::ops::Range;
use crate::field::extension_field::target::ExtensionTarget;
use crate::field::extension_field::Extendable;
use crate::field::extension_field::FieldExtension;
use crate::field::field_types::RichField;
use crate::gates::gate::Gate;
use crate::iop::generator::{GeneratedValues, SimpleGenerator, WitnessGenerator};
use crate::iop::target::Target;
use crate::iop::witness::{PartitionWitness, Witness};
use crate::plonk::circuit_builder::CircuitBuilder;
use crate::plonk::circuit_data::CircuitConfig;
use crate::plonk::vars::{EvaluationTargets, EvaluationVars, EvaluationVarsBase};
/// A gate which can perform a weighted multiplication, i.e. `result = c0 x y`. If the config
/// supports enough routed wires, it can support several such operations in one gate.
#[derive(Debug)]
pub struct MulExtensionGate<const D: usize> {
/// Number of multiplications performed by the gate.
pub num_ops: usize,
}
impl<const D: usize> MulExtensionGate<D> {
pub fn new_from_config(config: &CircuitConfig) -> Self {
Self {
num_ops: Self::num_ops(config),
}
}
/// Determine the maximum number of operations that can fit in one gate for the given config.
pub(crate) fn num_ops(config: &CircuitConfig) -> usize {
let wires_per_op = 3 * D;
config.num_routed_wires / wires_per_op
}
pub fn wires_ith_multiplicand_0(i: usize) -> Range<usize> {
3 * D * i..3 * D * i + D
}
pub fn wires_ith_multiplicand_1(i: usize) -> Range<usize> {
3 * D * i + D..3 * D * i + 2 * D
}
pub fn wires_ith_output(i: usize) -> Range<usize> {
3 * D * i + 2 * D..3 * D * i + 3 * D
}
}
impl<F: RichField + Extendable<D>, const D: usize> Gate<F, D> for MulExtensionGate<D> {
fn id(&self) -> String {
format!("{:?}", self)
}
fn eval_unfiltered(&self, vars: EvaluationVars<F, D>) -> Vec<F::Extension> {
let const_0 = vars.local_constants[0];
let mut constraints = Vec::new();
for i in 0..self.num_ops {
let multiplicand_0 = vars.get_local_ext_algebra(Self::wires_ith_multiplicand_0(i));
let multiplicand_1 = vars.get_local_ext_algebra(Self::wires_ith_multiplicand_1(i));
let output = vars.get_local_ext_algebra(Self::wires_ith_output(i));
let computed_output = (multiplicand_0 * multiplicand_1).scalar_mul(const_0);
constraints.extend((output - computed_output).to_basefield_array());
}
constraints
}
fn eval_unfiltered_base(&self, vars: EvaluationVarsBase<F>) -> Vec<F> {
let const_0 = vars.local_constants[0];
let mut constraints = Vec::new();
for i in 0..self.num_ops {
let multiplicand_0 = vars.get_local_ext(Self::wires_ith_multiplicand_0(i));
let multiplicand_1 = vars.get_local_ext(Self::wires_ith_multiplicand_1(i));
let output = vars.get_local_ext(Self::wires_ith_output(i));
let computed_output = (multiplicand_0 * multiplicand_1).scalar_mul(const_0);
constraints.extend((output - computed_output).to_basefield_array());
}
constraints
}
fn eval_unfiltered_recursively(
&self,
builder: &mut CircuitBuilder<F, D>,
vars: EvaluationTargets<D>,
) -> Vec<ExtensionTarget<D>> {
let const_0 = vars.local_constants[0];
let mut constraints = Vec::new();
for i in 0..self.num_ops {
let multiplicand_0 = vars.get_local_ext_algebra(Self::wires_ith_multiplicand_0(i));
let multiplicand_1 = vars.get_local_ext_algebra(Self::wires_ith_multiplicand_1(i));
let output = vars.get_local_ext_algebra(Self::wires_ith_output(i));
let computed_output = {
let mul = builder.mul_ext_algebra(multiplicand_0, multiplicand_1);
builder.scalar_mul_ext_algebra(const_0, mul)
};
let diff = builder.sub_ext_algebra(output, computed_output);
constraints.extend(diff.to_ext_target_array());
}
constraints
}
fn generators(
&self,
gate_index: usize,
local_constants: &[F],
) -> Vec<Box<dyn WitnessGenerator<F>>> {
(0..self.num_ops)
.map(|i| {
let g: Box<dyn WitnessGenerator<F>> = Box::new(
MulExtensionGenerator {
gate_index,
const_0: local_constants[0],
i,
}
.adapter(),
);
g
})
.collect::<Vec<_>>()
}
fn num_wires(&self) -> usize {
self.num_ops * 3 * D
}
fn num_constants(&self) -> usize {
1
}
fn degree(&self) -> usize {
3
}
fn num_constraints(&self) -> usize {
self.num_ops * D
}
}
#[derive(Clone, Debug)]
struct MulExtensionGenerator<F: RichField + Extendable<D>, const D: usize> {
gate_index: usize,
const_0: F,
i: usize,
}
impl<F: RichField + Extendable<D>, const D: usize> SimpleGenerator<F>
for MulExtensionGenerator<F, D>
{
fn dependencies(&self) -> Vec<Target> {
MulExtensionGate::<D>::wires_ith_multiplicand_0(self.i)
.chain(MulExtensionGate::<D>::wires_ith_multiplicand_1(self.i))
.map(|i| Target::wire(self.gate_index, i))
.collect()
}
fn run_once(&self, witness: &PartitionWitness<F>, out_buffer: &mut GeneratedValues<F>) {
let extract_extension = |range: Range<usize>| -> F::Extension {
let t = ExtensionTarget::from_range(self.gate_index, range);
witness.get_extension_target(t)
};
let multiplicand_0 =
extract_extension(MulExtensionGate::<D>::wires_ith_multiplicand_0(self.i));
let multiplicand_1 =
extract_extension(MulExtensionGate::<D>::wires_ith_multiplicand_1(self.i));
let output_target = ExtensionTarget::from_range(
self.gate_index,
MulExtensionGate::<D>::wires_ith_output(self.i),
);
let computed_output = (multiplicand_0 * multiplicand_1).scalar_mul(self.const_0);
out_buffer.set_extension_target(output_target, computed_output)
}
}
#[cfg(test)]
mod tests {
use anyhow::Result;
use crate::field::goldilocks_field::GoldilocksField;
use crate::gates::gate_testing::{test_eval_fns, test_low_degree};
use crate::gates::multiplication_extension::MulExtensionGate;
use crate::plonk::circuit_data::CircuitConfig;
#[test]
fn low_degree() {
let gate = MulExtensionGate::new_from_config(&CircuitConfig::standard_recursion_config());
test_low_degree::<GoldilocksField, _, 4>(gate);
}
#[test]
fn eval_fns() -> Result<()> {
let gate = MulExtensionGate::new_from_config(&CircuitConfig::standard_recursion_config());
test_eval_fns::<GoldilocksField, _, 4>(gate)
}
}

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@ -20,6 +20,7 @@ use crate::gates::arithmetic_u32::{U32ArithmeticGate, NUM_U32_ARITHMETIC_OPS};
use crate::gates::constant::ConstantGate;
use crate::gates::gate::{Gate, GateInstance, GateRef, PrefixedGate};
use crate::gates::gate_tree::Tree;
use crate::gates::multiplication_extension::MulExtensionGate;
use crate::gates::noop::NoopGate;
use crate::gates::public_input::PublicInputGate;
use crate::gates::random_access::RandomAccessGate;
@ -769,6 +770,8 @@ pub struct BatchedGates<F: RichField + Extendable<D>, const D: usize> {
pub(crate) free_arithmetic: HashMap<(F, F), (usize, usize)>,
pub(crate) free_base_arithmetic: HashMap<(F, F), (usize, usize)>,
pub(crate) free_mul: HashMap<F, (usize, usize)>,
/// A map `b -> (g, i)` from `b` bits to an available random access gate of that size with gate
/// index `g` and already using `i` random accesses.
pub(crate) free_random_access: HashMap<usize, (usize, usize)>,
@ -793,6 +796,7 @@ impl<F: RichField + Extendable<D>, const D: usize> BatchedGates<F, D> {
Self {
free_arithmetic: HashMap::new(),
free_base_arithmetic: HashMap::new(),
free_mul: HashMap::new(),
free_random_access: HashMap::new(),
current_switch_gates: Vec::new(),
current_u32_arithmetic_gate: None,
@ -865,6 +869,33 @@ impl<F: RichField + Extendable<D>, const D: usize> CircuitBuilder<F, D> {
(gate, i)
}
/// Finds the last available arithmetic gate with the given constants or add one if there aren't any.
/// Returns `(g,i)` such that there is an arithmetic gate with the given constants at index
/// `g` and the gate's `i`-th operation is available.
pub(crate) fn find_mul_gate(&mut self, const_0: F) -> (usize, usize) {
let (gate, i) = self
.batched_gates
.free_mul
.get(&const_0)
.copied()
.unwrap_or_else(|| {
let gate = self.add_gate(
MulExtensionGate::new_from_config(&self.config),
vec![const_0],
);
(gate, 0)
});
// Update `free_arithmetic` with new values.
if i < MulExtensionGate::<D>::num_ops(&self.config) - 1 {
self.batched_gates.free_mul.insert(const_0, (gate, i + 1));
} else {
self.batched_gates.free_mul.remove(&const_0);
}
(gate, i)
}
/// Finds the last available random access gate with the given `vec_size` or add one if there aren't any.
/// Returns `(g,i)` such that there is a random access gate with the given `vec_size` at index
/// `g` and the gate's `i`-th random access is available.
@ -1021,6 +1052,22 @@ impl<F: RichField + Extendable<D>, const D: usize> CircuitBuilder<F, D> {
assert!(self.batched_gates.free_arithmetic.is_empty());
}
/// Fill the remaining unused arithmetic operations with zeros, so that all
/// `ArithmeticExtensionGenerator`s are run.
fn fill_mul_gates(&mut self) {
let zero = self.zero_extension();
for (c0, (_gate, i)) in self.batched_gates.free_mul.clone() {
for _ in i..MulExtensionGate::<D>::num_ops(&self.config) {
// If we directly wire in zero, an optimization will skip doing anything and return
// zero. So we pass in a virtual target and connect it to zero afterward.
let dummy = self.add_virtual_extension_target();
self.arithmetic_extension(c0, F::ZERO, dummy, dummy, zero);
self.connect_extension(dummy, zero);
}
}
assert!(self.batched_gates.free_mul.is_empty());
}
/// Fill the remaining unused random access operations with zeros, so that all
/// `RandomAccessGenerator`s are run.
fn fill_random_access_gates(&mut self) {
@ -1110,6 +1157,7 @@ impl<F: RichField + Extendable<D>, const D: usize> CircuitBuilder<F, D> {
fn fill_batched_gates(&mut self) {
self.fill_arithmetic_gates();
self.fill_base_arithmetic_gates();
self.fill_mul_gates();
self.fill_random_access_gates();
self.fill_switch_gates();
self.fill_u32_arithmetic_gates();