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* master: chore: export `report_errors` from `nargo` (#4461) feat: add option to set max memory for bb.js (#4227) feat: backpropagate constants in ACIR during optimization (#3926) feat: skip redundant range checks in brillig (#4460) fix: Variables from trait constraints being permanently bound over when used within a trait impl (#4450) feat: Add overflow and underflow checks for unsigned integers in brillig (#4445) fix(flake): stop flake.nix removing ignored-tests.txt (#4455) fix: build noir_codegen when publishing (#4448) chore: only ignore Nargo.toml in `test_programs` directory and not su… (#4451) chore: create parser specifically for function visibility (#4425) chore: Document BoundedVec (#4430) chore: split up parser into separate files for code organisation (#4420) feat: Sync from aztec-packages (#4444) chore!: reserve `unchecked` keyword (#4432) chore: address code review comments of PR4398 (#4435) feat: Sync from aztec-packages (#4439) feat: Sync from aztec-packages (#4438)
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acvm-repo/acvm/src/compiler/optimizers/constant_backpropagation.rs
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use std::collections::{BTreeMap, BTreeSet, HashMap}; | ||
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use crate::{ | ||
compiler::optimizers::GeneralOptimizer, | ||
pwg::{ | ||
arithmetic::ExpressionSolver, blackbox::solve_range_opcode, directives::solve_directives, | ||
BrilligSolver, BrilligSolverStatus, | ||
}, | ||
}; | ||
use acir::{ | ||
circuit::{ | ||
brillig::{Brillig, BrilligInputs, BrilligOutputs}, | ||
directives::Directive, | ||
opcodes::BlackBoxFuncCall, | ||
Circuit, Opcode, | ||
}, | ||
native_types::{Expression, Witness, WitnessMap}, | ||
}; | ||
use acvm_blackbox_solver::StubbedBlackBoxSolver; | ||
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/// `ConstantBackpropagationOptimizer` will attempt to determine any constant witnesses within the program. | ||
/// It does this by attempting to solve the program without any inputs (i.e. using an empty witness map), | ||
/// any values which it can determine are then enforced to be constant values. | ||
/// | ||
/// The optimizer will then replace any witnesses wherever they appear within the circuit with these constant values. | ||
/// This is repeated until the circuit stabilizes. | ||
pub(crate) struct ConstantBackpropagationOptimizer { | ||
circuit: Circuit, | ||
} | ||
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impl ConstantBackpropagationOptimizer { | ||
/// Creates a new `ConstantBackpropagationOptimizer` | ||
pub(crate) fn new(circuit: Circuit) -> Self { | ||
Self { circuit } | ||
} | ||
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fn gather_known_witnesses(&self) -> (WitnessMap, BTreeSet<Witness>) { | ||
// We do not want to affect the circuit's interface so avoid optimizing away these witnesses. | ||
let mut required_witnesses: BTreeSet<Witness> = self | ||
.circuit | ||
.private_parameters | ||
.union(&self.circuit.public_parameters.0) | ||
.chain(&self.circuit.return_values.0) | ||
.copied() | ||
.collect(); | ||
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for opcode in &self.circuit.opcodes { | ||
match &opcode { | ||
Opcode::BlackBoxFuncCall(func_call) => { | ||
required_witnesses.extend( | ||
func_call.get_inputs_vec().into_iter().map(|func_input| func_input.witness), | ||
); | ||
required_witnesses.extend(func_call.get_outputs_vec()); | ||
} | ||
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Opcode::MemoryInit { init, .. } => { | ||
required_witnesses.extend(init); | ||
} | ||
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Opcode::MemoryOp { op, .. } => { | ||
required_witnesses.insert(op.index.to_witness().unwrap()); | ||
required_witnesses.insert(op.value.to_witness().unwrap()); | ||
} | ||
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_ => (), | ||
}; | ||
} | ||
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let mut known_witnesses = WitnessMap::new(); | ||
for opcode in self.circuit.opcodes.iter().rev() { | ||
if let Opcode::AssertZero(expr) = opcode { | ||
let solve_result = ExpressionSolver::solve(&mut known_witnesses, expr); | ||
// It doesn't matter what the result is. We expect most opcodes to not be solved successfully so we discard errors. | ||
// At the same time, if the expression can be solved then we track this by the updates to `known_witnesses` | ||
drop(solve_result); | ||
} | ||
} | ||
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// We want to retain any references to required witnesses so we "forget" these assignments. | ||
let known_witnesses: BTreeMap<_, _> = known_witnesses | ||
.into_iter() | ||
.filter(|(witness, _)| !required_witnesses.contains(witness)) | ||
.collect(); | ||
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(known_witnesses.into(), required_witnesses) | ||
} | ||
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/// Returns a `Circuit` where with any constant witnesses replaced with the constant they resolve to. | ||
#[tracing::instrument(level = "trace", skip_all)] | ||
pub(crate) fn backpropagate_constants( | ||
circuit: Circuit, | ||
order_list: Vec<usize>, | ||
) -> (Circuit, Vec<usize>) { | ||
let old_circuit_size = circuit.opcodes.len(); | ||
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let optimizer = Self::new(circuit); | ||
let (circuit, order_list) = optimizer.backpropagate_constants_iteration(order_list); | ||
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let new_circuit_size = circuit.opcodes.len(); | ||
if new_circuit_size < old_circuit_size { | ||
Self::backpropagate_constants(circuit, order_list) | ||
} else { | ||
(circuit, order_list) | ||
} | ||
} | ||
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/// Applies a single round of constant backpropagation to a `Circuit`. | ||
pub(crate) fn backpropagate_constants_iteration( | ||
mut self, | ||
order_list: Vec<usize>, | ||
) -> (Circuit, Vec<usize>) { | ||
let (mut known_witnesses, required_witnesses) = self.gather_known_witnesses(); | ||
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let opcodes = std::mem::take(&mut self.circuit.opcodes); | ||
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fn remap_expression(known_witnesses: &WitnessMap, expression: Expression) -> Expression { | ||
GeneralOptimizer::optimize(ExpressionSolver::evaluate(&expression, known_witnesses)) | ||
} | ||
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let mut new_order_list = Vec::with_capacity(order_list.len()); | ||
let mut new_opcodes = Vec::with_capacity(opcodes.len()); | ||
for (idx, opcode) in opcodes.into_iter().enumerate() { | ||
let new_opcode = match opcode { | ||
Opcode::AssertZero(expression) => { | ||
let new_expr = remap_expression(&known_witnesses, expression); | ||
if new_expr.is_zero() { | ||
continue; | ||
} | ||
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// Attempt to solve the opcode to see if we can determine the value of any witnesses in the expression. | ||
// We only do this _after_ we apply any simplifications to create the new opcode as we want to | ||
// keep the constraint on the witness which we are solving for here. | ||
let solve_result = ExpressionSolver::solve(&mut known_witnesses, &new_expr); | ||
// It doesn't matter what the result is. We expect most opcodes to not be solved successfully so we discard errors. | ||
// At the same time, if the expression can be solved then we track this by the updates to `known_witnesses` | ||
drop(solve_result); | ||
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Opcode::AssertZero(new_expr) | ||
} | ||
Opcode::Brillig(brillig) => { | ||
let remapped_inputs = brillig | ||
.inputs | ||
.into_iter() | ||
.map(|input| match input { | ||
BrilligInputs::Single(expr) => { | ||
BrilligInputs::Single(remap_expression(&known_witnesses, expr)) | ||
} | ||
BrilligInputs::Array(expr_array) => { | ||
let new_input: Vec<_> = expr_array | ||
.into_iter() | ||
.map(|expr| remap_expression(&known_witnesses, expr)) | ||
.collect(); | ||
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BrilligInputs::Array(new_input) | ||
} | ||
input @ BrilligInputs::MemoryArray(_) => input, | ||
}) | ||
.collect(); | ||
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let remapped_predicate = brillig | ||
.predicate | ||
.map(|predicate| remap_expression(&known_witnesses, predicate)); | ||
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let new_brillig = Brillig { | ||
inputs: remapped_inputs, | ||
predicate: remapped_predicate, | ||
..brillig | ||
}; | ||
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let brillig_output_is_required_witness = | ||
new_brillig.outputs.iter().any(|output| match output { | ||
BrilligOutputs::Simple(witness) => required_witnesses.contains(witness), | ||
BrilligOutputs::Array(witness_array) => witness_array | ||
.iter() | ||
.any(|witness| required_witnesses.contains(witness)), | ||
}); | ||
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if brillig_output_is_required_witness { | ||
// If one of the brillig opcode's outputs is a required witness then we can't remove the opcode. In this case we can't replace | ||
// all of the uses of this witness with the calculated constant so we'll be attempting to use an uninitialized witness. | ||
// | ||
// We then do not attempt execution of this opcode and just simplify the inputs. | ||
Opcode::Brillig(new_brillig) | ||
} else if let Ok(mut solver) = BrilligSolver::new( | ||
&known_witnesses, | ||
&HashMap::new(), | ||
&new_brillig, | ||
&StubbedBlackBoxSolver, | ||
idx, | ||
) { | ||
match solver.solve() { | ||
Ok(BrilligSolverStatus::Finished) => { | ||
// Write execution outputs | ||
match solver.finalize(&mut known_witnesses, &new_brillig) { | ||
Ok(()) => { | ||
// If we've managed to execute the brillig opcode at compile time, we can now just write in the | ||
// results as constants for the rest of the circuit. | ||
continue; | ||
} | ||
_ => Opcode::Brillig(new_brillig), | ||
} | ||
} | ||
Ok(BrilligSolverStatus::InProgress) => unreachable!( | ||
"Solver should either finish, block on foreign call, or error." | ||
), | ||
Ok(BrilligSolverStatus::ForeignCallWait(_)) | Err(_) => { | ||
Opcode::Brillig(new_brillig) | ||
} | ||
} | ||
} else { | ||
Opcode::Brillig(new_brillig) | ||
} | ||
} | ||
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Opcode::Directive(Directive::ToLeRadix { a, b, radix }) => { | ||
if b.iter().all(|output| known_witnesses.contains_key(output)) { | ||
continue; | ||
} else if b.iter().any(|witness| required_witnesses.contains(witness)) { | ||
// If one of the brillig opcode's outputs is a required witness then we can't remove the opcode. In this case we can't replace | ||
// all of the uses of this witness with the calculated constant so we'll be attempting to use an uninitialized witness. | ||
// | ||
// We then do not attempt execution of this opcode and just simplify the inputs. | ||
Opcode::Directive(Directive::ToLeRadix { | ||
a: remap_expression(&known_witnesses, a), | ||
b, | ||
radix, | ||
}) | ||
} else { | ||
let directive = Directive::ToLeRadix { | ||
a: remap_expression(&known_witnesses, a), | ||
b, | ||
radix, | ||
}; | ||
let result = solve_directives(&mut known_witnesses, &directive); | ||
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match result { | ||
Ok(()) => continue, | ||
Err(_) => Opcode::Directive(directive), | ||
} | ||
} | ||
} | ||
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Opcode::BlackBoxFuncCall(BlackBoxFuncCall::RANGE { input }) => { | ||
if solve_range_opcode(&known_witnesses, &input).is_ok() { | ||
continue; | ||
} else { | ||
opcode | ||
} | ||
} | ||
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Opcode::BlackBoxFuncCall(_) | ||
| Opcode::MemoryOp { .. } | ||
| Opcode::MemoryInit { .. } => opcode, | ||
}; | ||
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new_opcodes.push(new_opcode); | ||
new_order_list.push(order_list[idx]); | ||
} | ||
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self.circuit.opcodes = new_opcodes; | ||
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(self.circuit, new_order_list) | ||
} | ||
} | ||
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#[cfg(test)] | ||
mod tests { | ||
use std::collections::BTreeSet; | ||
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use crate::compiler::optimizers::constant_backpropagation::ConstantBackpropagationOptimizer; | ||
use acir::{ | ||
brillig::MemoryAddress, | ||
circuit::{ | ||
brillig::{Brillig, BrilligOutputs}, | ||
opcodes::{BlackBoxFuncCall, FunctionInput}, | ||
Circuit, ExpressionWidth, Opcode, PublicInputs, | ||
}, | ||
native_types::Witness, | ||
}; | ||
use brillig_vm::brillig::Opcode as BrilligOpcode; | ||
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fn test_circuit(opcodes: Vec<Opcode>) -> Circuit { | ||
Circuit { | ||
current_witness_index: 1, | ||
expression_width: ExpressionWidth::Bounded { width: 3 }, | ||
opcodes, | ||
private_parameters: BTreeSet::new(), | ||
public_parameters: PublicInputs::default(), | ||
return_values: PublicInputs::default(), | ||
assert_messages: Default::default(), | ||
recursive: false, | ||
} | ||
} | ||
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#[test] | ||
fn retain_brillig_with_required_witness_outputs() { | ||
let brillig_opcode = Opcode::Brillig(Brillig { | ||
inputs: Vec::new(), | ||
outputs: vec![BrilligOutputs::Simple(Witness(1))], | ||
bytecode: vec![ | ||
BrilligOpcode::Const { | ||
destination: MemoryAddress(0), | ||
bit_size: 32, | ||
value: 1u128.into(), | ||
}, | ||
BrilligOpcode::Stop { return_data_offset: 0, return_data_size: 1 }, | ||
], | ||
predicate: None, | ||
}); | ||
let blackbox_opcode = Opcode::BlackBoxFuncCall(BlackBoxFuncCall::AND { | ||
lhs: FunctionInput { witness: Witness(1), num_bits: 64 }, | ||
rhs: FunctionInput { witness: Witness(2), num_bits: 64 }, | ||
output: Witness(3), | ||
}); | ||
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let opcodes = vec![brillig_opcode, blackbox_opcode]; | ||
// The optimizer should keep the lowest bit size range constraint | ||
let circuit = test_circuit(opcodes); | ||
let acir_opcode_positions = circuit.opcodes.iter().enumerate().map(|(i, _)| i).collect(); | ||
let optimizer = ConstantBackpropagationOptimizer::new(circuit); | ||
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let (optimized_circuit, _) = | ||
optimizer.backpropagate_constants_iteration(acir_opcode_positions); | ||
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assert_eq!( | ||
optimized_circuit.opcodes.len(), | ||
2, | ||
"The brillig opcode should not be removed as the output is needed as a witness" | ||
); | ||
} | ||
} |
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