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// Copyright (c) Facebook, Inc. and its affiliates. // // This source code is licensed under the MIT license found in the // LICENSE file in the root directory of this source tree. use core::cmp; use math::FieldElement; use utils::collections::Vec; // CONSTANTS // ================================================================================================ const MIN_BLOWUP_FACTOR: usize = 2; const MIN_CYCLE_LENGTH: usize = 2; // TRANSITION CONSTRAINT GROUP // ================================================================================================ /// A group of transition constraints all having the same degree. /// /// A transition constraint group does not actually store transition constraints - it stores only /// their indexes and the info needed to compute their random linear combination. The indexes are /// assumed to be consistent with the order in which constraint evaluations are written into the /// `evaluation` table by the [Air::evaluate_transition()](crate::Air::evaluate_transition) /// function. /// /// A transition constraint is described by a ration function of the form $\frac{C(x)}{z(x)}$, /// where: /// * $C(x)$ is the constraint polynomial. /// * $z(x)$ is the constraint divisor polynomial. /// /// The divisor polynomial is the same for all transition constraints (see /// [Air::transition_constraint_divisor()](crate::Air::transition_constraint_divisor())) and for /// this reason is not stored in a transition constraint group. #[derive(Clone, Debug)] pub struct TransitionConstraintGroup<E: FieldElement> { degree: TransitionConstraintDegree, degree_adjustment: u32, indexes: Vec<usize>, coefficients: Vec<(E, E)>, } impl<E: FieldElement> TransitionConstraintGroup<E> { // CONSTRUCTOR // -------------------------------------------------------------------------------------------- /// Returns a new transition constraint group to hold constraints of the specified degree. pub(super) fn new( degree: TransitionConstraintDegree, trace_poly_degree: usize, composition_degree: usize, ) -> Self { // We want to make sure that once we divide a constraint polynomial by its divisor, the // degree of the resulting polynomial will be exactly equal to the composition_degree. // For transition constraints, divisor degree = deg(trace). So, target degree for all // transitions constraints is simply: deg(composition) + deg(trace) let target_degree = composition_degree + trace_poly_degree; let evaluation_degree = degree.get_evaluation_degree(trace_poly_degree + 1); let degree_adjustment = (target_degree - evaluation_degree) as u32; TransitionConstraintGroup { degree, degree_adjustment, indexes: vec![], coefficients: vec![], } } // PUBLIC ACCESSORS // -------------------------------------------------------------------------------------------- /// Returns indexes of all constraints in this group. pub fn indexes(&self) -> &[usize] { &self.indexes } /// Returns degree descriptors for all constraints in this group. pub fn degree(&self) -> &TransitionConstraintDegree { &self.degree } /// Adds a new constraint to the group. The constraint is identified by an index in the /// evaluation table. pub fn add(&mut self, constraint_idx: usize, coefficients: (E, E)) { self.indexes.push(constraint_idx); self.coefficients.push(coefficients); } // EVALUATOR // -------------------------------------------------------------------------------------------- /// Computes a linear combination of evaluations relevant to this constraint group. /// /// The linear combination is computed as follows: /// $$ /// \sum_{i=0}^{k-1}{C_i(x) \cdot (\alpha_i + \beta_i \cdot x^d)} /// $$ /// where: /// * $C_i(x)$ is the evaluation of the $i$th constraint at `x` (same as `evaluations[i]`). /// * $\alpha$ and $\beta$ are random field elements. In the interactive version of the /// protocol, these are provided by the verifier. /// * $d$ is the degree adjustment factor computed as $D + (n - 1) - deg(C_i(x))$, where /// $D$ is the degree of the composition polynomial, $n$ is the length of the execution /// trace, and $deg(C_i(x))$ is the evaluation degree of the $i$th constraint. /// /// There are two things to note here. First, the degree adjustment factor $d$ is the same /// for all constraints in the group (since all constraints have the same degree). Second, /// the merged evaluations represent a polynomial of degree $D + n - 1$, which is higher /// then the target degree of the composition polynomial. This is because at this stage, /// we are merging only the numerators of transition constraints, and we will need to divide /// them by the divisor later on. The degree of the divisor for transition constraints is /// always $n - 1$. Thus, once we divide out the divisor, the evaluations will represent a /// polynomial of degree $D$. pub fn merge_evaluations<B>(&self, evaluations: &[B], x: B) -> E where B: FieldElement, E: From<B>, { // compute degree adjustment factor for this group let xp = E::from(x.exp(self.degree_adjustment.into())); // compute linear combination of evaluations as D(x) * (cc_0 + cc_1 * x^p), where D(x) // is an evaluation of a particular constraint, and x^p is the degree adjustment factor let mut result = E::ZERO; for (&constraint_idx, coefficients) in self.indexes.iter().zip(self.coefficients.iter()) { let evaluation = E::from(evaluations[constraint_idx]); result += evaluation * (coefficients.0 + coefficients.1 * xp); } result } } // TRANSITION CONSTRAINT DEGREE // ================================================================================================ /// Degree descriptor of a transition constraint. /// /// Describes constraint degree as a combination of multiplications of periodic and trace /// registers. For example, degree of a constraint which requires multiplication of two trace /// registers can be described as: `base: 2, cycles: []`. A constraint which requires /// multiplication of 3 trace registers and a periodic register with a period of 32 steps can be /// described as: `base: 3, cycles: [32]`. #[derive(Clone, Debug, PartialEq, Eq)] pub struct TransitionConstraintDegree { base: usize, cycles: Vec<usize>, } impl TransitionConstraintDegree { /// Creates a new transition constraint degree descriptor for constraints which involve /// multiplications of trace registers only. /// /// For example, if a constraint involves multiplication of two trace registers, `degree` /// should be set to 2. If a constraint involves multiplication of three trace registers, /// `degree` should be set to 3 etc. /// /// # Panics /// Panics if the provided `degree` is zero. pub fn new(degree: usize) -> Self { assert!( degree > 0, "transition constraint degree must be at least one, but was zero" ); TransitionConstraintDegree { base: degree, cycles: vec![], } } /// Creates a new transition degree descriptor for constraints which involve multiplication /// of trace registers and periodic columns. /// /// For example, if a constraint involves multiplication of two trace registers and one /// periodic column with a period length of 32 steps, `base_degree` should be set to 2, /// and `cycles` should be set to `vec![32]`. /// /// # Panics /// Panics if: /// * `base_degree` is zero. /// * Any of the values in the `cycles` vector is smaller than two or is not powers of two. pub fn with_cycles(base_degree: usize, cycles: Vec<usize>) -> Self { assert!( base_degree > 0, "transition constraint degree must be at least one, but was zero" ); for (i, &cycle) in cycles.iter().enumerate() { assert!( cycle >= MIN_CYCLE_LENGTH, "cycle length must be at least {}, but was {} for cycle {}", MIN_CYCLE_LENGTH, cycle, i ); assert!( cycle.is_power_of_two(), "cycle length must be a power of two, but was {} for cycle {}", cycle, i ); } TransitionConstraintDegree { base: base_degree, cycles, } } /// Computes a degree to which this degree description expands in the context of execution /// trace of the specified length. /// /// The expanded degree is computed as follows: /// /// $$ /// b \cdot (n - 1) + \sum_{i = 0}^{k - 1}{\frac{n \cdot (c_i - 1)}{c_i}} /// $$ /// /// where: $b$ is the base degree, $n$ is the `trace_length`, $c_i$ is a cycle length of /// periodic column $i$, and $k$ is the total number of periodic columns for this degree /// descriptor. /// /// Thus, evaluation degree of a transition constraint which involves multiplication of two /// trace registers and one periodic column with a period length of 32 steps when evaluated /// over an execution trace of 64 steps would be: /// /// $$ /// 2 \cdot (64 - 1) + \frac{64 \cdot (32 - 1)}{32} = 126 + 62 = 188 /// $$ pub fn get_evaluation_degree(&self, trace_length: usize) -> usize { let mut result = self.base * (trace_length - 1); for cycle_length in self.cycles.iter() { result += (trace_length / cycle_length) * (cycle_length - 1); } result } /// Returns a minimum blowup factor needed to evaluate constraint of this degree. /// /// This is guaranteed to be a power of two, greater than one. pub fn min_blowup_factor(&self) -> usize { cmp::max( (self.base + self.cycles.len()).next_power_of_two(), MIN_BLOWUP_FACTOR, ) } } // EVALUATION FRAME // ================================================================================================ /// A set of execution trace rows required for evaluation of transition constraints. /// /// In the current implementation, an evaluation frame always contains two consecutive rows of the /// execution trace. It is passed in as one of the parameters into /// [Air::evaluate_transition()](crate::Air::evaluate_transition) function. #[derive(Debug, Clone)] pub struct EvaluationFrame<E: FieldElement> { current: Vec<E>, next: Vec<E>, } impl<E: FieldElement> EvaluationFrame<E> { // CONSTRUCTORS // -------------------------------------------------------------------------------------------- /// Returns a new evaluation frame instantiated with the specified number of registers. /// /// # Panics /// Panics if `num_registers` is zero. pub fn new(num_registers: usize) -> Self { assert!( num_registers > 0, "number of registers must be greater than zero" ); EvaluationFrame { current: E::zeroed_vector(num_registers), next: E::zeroed_vector(num_registers), } } /// Returns a new evaluation frame instantiated from the provided rows. /// /// # Panics /// Panics if: /// * Lengths of the provided rows are zero. /// * Lengths of the provided rows are not the same. pub fn from_rows(current: Vec<E>, next: Vec<E>) -> Self { assert!(!current.is_empty(), "a row must contain at least one value"); assert_eq!( current.len(), next.len(), "number of values in the rows must be the same" ); Self { current, next } } // ROW ACCESSORS // -------------------------------------------------------------------------------------------- /// Returns a reference to the current row. #[inline(always)] pub fn current(&self) -> &[E] { &self.current } /// Returns a mutable reference to the current row. #[inline(always)] pub fn current_mut(&mut self) -> &mut [E] { &mut self.current } /// Returns a reference to the next row. #[inline(always)] pub fn next(&self) -> &[E] { &self.next } /// Returns a mutable reference to the next row. #[inline(always)] pub fn next_mut(&mut self) -> &mut [E] { &mut self.next } }