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Description
Description
Global Value Numbering is a compiler optimization that eliminates redundant computations across basic blocks by assigning the same value number to expressions that compute the same value. This optimization can catch redundancies that CSE (Common Subexpression Elimination) misses due to control flow.
Current Limitation
The current CSE only works within basic blocks. Identical computations in different blocks are not detected:
if (condition) { x = a + b * c; // Computation 1 } else { y = a + b * c; // Same computation, different block } z = a + b * c; // Redundant with both above
Implementation Details
1. Value Numbering Infrastructure
typedef struct { enum { VN_CONST, VN_VAR, VN_BINOP, VN_UNOP, VN_PHI } type; union { int const_val; var_t *var; struct { int op; int vn1, vn2; // Value numbers of operands } binop; }; } value_expr_t; typedef struct { hashmap_t *expr_to_vn; // Expression → value number hashmap_t *vn_to_leader; // Value number → representative variable int next_vn; } gvn_state_t;
2. Algorithm Steps
void run_gvn(func_t *func) { // Phase 1: Build dominator tree build_dominator_tree(func); // Phase 2: Value numbering in dominator tree order gvn_state_t state = init_gvn_state(); for (bb in reverse_postorder(func)) { process_block_gvn(bb, &state); } // Phase 3: Replace redundant computations replace_with_leaders(&state); } void process_block_gvn(basic_block_t *bb, gvn_state_t *state) { for (insn in bb->insns) { value_expr_t expr = build_expr(insn); int vn = lookup_or_add(state->expr_to_vn, expr); if (has_leader(state, vn)) { // Redundant - replace with existing value replace_insn(insn, get_leader(state, vn)); } else { // New value - record as leader set_leader(state, vn, insn->rd); } } }
3. Hash Function for Expressions
uint32_t hash_expr(value_expr_t *expr) { switch (expr->type) { case VN_CONST: return hash_int(expr->const_val); case VN_BINOP: // Commutative operators: sort operands if (is_commutative(expr->binop.op)) { int v1 = MIN(expr->binop.vn1, expr->binop.vn2); int v2 = MAX(expr->binop.vn1, expr->binop.vn2); return hash_combine(expr->binop.op, v1, v2); } return hash_combine(expr->binop.op, expr->binop.vn1, expr->binop.vn2); } }
Test Cases
// Cross-block redundancy int test_gvn_basic(int a, int b, int c) { int x; if (c > 0) { x = a + b; // VN = 1 use(x); } else { x = a + b; // Same VN = 1, should reuse use(x); } int y = a + b; // Same VN = 1, should reuse return x + y; } // Commutative operations int test_gvn_commutative(int a, int b) { int x = a + b; // VN = 1 int y = b + a; // Same VN = 1 (commutative) return x * y; // Should optimize to x * x } // Complex expressions int test_gvn_complex(int a, int b, int c) { int t1 = a * b; int t2 = t1 + c; // ... other code ... int t3 = a * b; // Should reuse t1 int t4 = t3 + c; // Should reuse t2 return t2 + t4; // Should optimize to t2 * 2 }
Expected Benefits
- 10-20% reduction in redundant computations
- Better than CSE for programs with complex control flow
- Enables further constant propagation
- Reduces register pressure
Integration
- Run after SCCP (needs constant values)
- Run before DCE (creates dead code)
- Complements existing CSE pass
Success Metrics
- Redundant expressions eliminated across blocks
- No increase in compilation time > 10%
- Correct handling of side effects
- Preserves program semantics
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