/*++ Copyright (c) 2024 Microsoft Corporation Module Name: sls_valuation.cpp Abstract: A Stochastic Local Search (SLS) engine Uses invertibility conditions, interval annotations don't care annotations Author: Nikolaj Bjorner (nbjorner) 2024-02-07 --*/ #include "ast/sls/sls_valuation.h" namespace bv { void bvect::set_bw(unsigned bw) { this->bw = bw; nw = (bw + sizeof(digit_t) * 8 - 1) / (8 * sizeof(digit_t)); mask = (1 << (bw % (8 * sizeof(digit_t)))) - 1; if (mask == 0) mask = ~(digit_t)0; reserve(nw + 1); } bool operator==(bvect const& a, bvect const& b) { SASSERT(a.nw > 0); return 0 == mpn_manager().compare(a.data(), a.nw, b.data(), a.nw); } bool operator<(bvect const& a, bvect const& b) { SASSERT(a.nw > 0); return mpn_manager().compare(a.data(), a.nw, b.data(), a.nw) < 0; } bool operator>(bvect const& a, bvect const& b) { SASSERT(a.nw > 0); return mpn_manager().compare(a.data(), a.nw, b.data(), a.nw) > 0; } bool operator<=(bvect const& a, bvect const& b) { SASSERT(a.nw > 0); return mpn_manager().compare(a.data(), a.nw, b.data(), a.nw) <= 0; } bool operator>=(bvect const& a, bvect const& b) { SASSERT(a.nw > 0); return mpn_manager().compare(a.data(), a.nw, b.data(), a.nw) >= 0; } std::ostream& operator<<(std::ostream& out, bvect const& v) { out << std::hex; bool nz = false; for (unsigned i = v.nw; i-- > 0;) { auto w = v[i]; if (i + 1 == v.nw) w &= v.mask; if (nz) out << std::setw(8) << std::setfill('0') << w; else if (w != 0) out << w, nz = true; } if (!nz) out << "0"; out << std::dec; return out; } sls_valuation::sls_valuation(unsigned bw) { set_bw(bw); m_lo.set_bw(bw); m_hi.set_bw(bw); m_bits.set_bw(bw); fixed.set_bw(bw); eval.set_bw(bw); // have lo, hi bits, fixed point to memory allocated within this of size num_bytes each allocated for (unsigned i = 0; i < nw; ++i) m_lo[i] = 0, m_hi[i] = 0, m_bits[i] = 0, fixed[i] = 0, eval[i] = 0; fixed[nw - 1] = ~mask; } void sls_valuation::set_bw(unsigned b) { bw = b; nw = (bw + sizeof(digit_t) * 8 - 1) / (8 * sizeof(digit_t)); mask = (1 << (bw % (8 * sizeof(digit_t)))) - 1; if (mask == 0) mask = ~(digit_t)0; } bool sls_valuation::commit_eval() { for (unsigned i = 0; i < nw; ++i) if (0 != (fixed[i] & (m_bits[i] ^ eval[i]))) return false; for (unsigned i = 0; i < nw; ++i) m_bits[i] = eval[i]; SASSERT(well_formed()); return true; } bool sls_valuation::in_range(bvect const& bits) const { mpn_manager m; auto c = m.compare(m_lo.data(), nw, m_hi.data(), nw); SASSERT(!has_overflow(bits)); // full range if (c == 0) return true; // lo < hi: then lo <= bits & bits < hi if (c < 0) return m.compare(m_lo.data(), nw, bits.data(), nw) <= 0 && m.compare(bits.data(), nw, m_hi.data(), nw) < 0; // hi < lo: bits < hi or lo <= bits return m.compare(m_lo.data(), nw, bits.data(), nw) <= 0 || m.compare(bits.data(), nw, m_hi.data(), nw) < 0; } // // largest dst <= src and dst is feasible // set dst := src & (~fixed | bits) // // increment dst if dst < src by setting bits below msb(src & ~dst) to 1 // // if dst < lo < hi: // return false // if lo < hi <= dst: // set dst := hi - 1 // if hi <= dst < lo // set dst := hi - 1 // bool sls_valuation::get_at_most(bvect const& src, bvect& dst) const { SASSERT(!has_overflow(src)); for (unsigned i = 0; i < nw; ++i) dst[i] = src[i] & (~fixed[i] | m_bits[i]); // // If dst < src, then find the most significant // bit where src[idx] = 1, dst[idx] = 0 // set dst[j] = bits_j | ~fixed_j for j < idx // for (unsigned i = nw; i-- > 0; ) { if (0 != (~dst[i] & src[i])) { auto idx = log2(~dst[i] & src[i]); auto mask = (1 << idx) - 1; dst[i] = (~fixed[i] & mask) | dst[i]; for (unsigned j = i; j-- > 0; ) dst[j] = (~fixed[j] | m_bits[j]); break; } } SASSERT(!has_overflow(dst)); return round_down(dst); } // // smallest dst >= src and dst is feasible with respect to this. // set dst := (src & ~fixed) | (fixed & bits) // // decrement dst if dst > src by setting bits below msb to 0 unless fixed // // if lo < hi <= dst // return false // if dst < lo < hi: // set dst := lo // if hi <= dst < lo // set dst := lo // bool sls_valuation::get_at_least(bvect const& src, bvect& dst) const { SASSERT(!has_overflow(src)); for (unsigned i = 0; i < nw; ++i) dst[i] = (~fixed[i] & src[i]) | (fixed[i] & m_bits[i]); // // If dst > src, then find the most significant // bit where src[idx] = 0, dst[idx] = 1 // set dst[j] = dst[j] & fixed_j for j < idx // for (unsigned i = nw; i-- > 0; ) { if (0 != (dst[i] & ~src[i])) { auto idx = log2(dst[i] & ~src[i]); auto mask = (1 << idx); dst[i] = dst[i] & (fixed[i] | mask); for (unsigned j = i; j-- > 0; ) dst[j] = dst[j] & fixed[j]; break; } } SASSERT(!has_overflow(dst)); return round_up(dst); } bool sls_valuation::round_up(bvect& dst) const { if (m_lo < m_hi) { if (m_hi <= dst) return false; if (m_lo > dst) set(dst, m_lo); } else if (m_hi <= dst && m_lo > dst) set(dst, m_lo); SASSERT(!has_overflow(dst)); return true; } bool sls_valuation::round_down(bvect& dst) const { if (m_lo < m_hi) { if (m_lo > dst) return false; if (m_hi <= dst) { set(dst, m_hi); sub1(dst); } } else if (m_hi <= dst && m_lo > dst) { set(dst, m_hi); sub1(dst); } SASSERT(well_formed()); return true; } bool sls_valuation::set_random_at_most(bvect const& src, bvect& tmp, random_gen& r) { if (!get_at_most(src, tmp)) return false; if (is_zero(tmp) || (0 == r() % 2)) return try_set(tmp); set_random_below(tmp, r); // random value below tmp if (m_lo == m_hi || is_zero(m_lo) || m_lo <= tmp) return try_set(tmp); // for simplicity, bail out if we were not lucky return get_at_most(src, tmp) && try_set(tmp); } bool sls_valuation::set_random_at_least(bvect const& src, bvect& tmp, random_gen& r) { if (!get_at_least(src, tmp)) return false; if (is_ones(tmp) || (0 == r() % 2)) return try_set(tmp); // random value at least tmp set_random_above(tmp, r); if (m_lo == m_hi || is_zero(m_hi) || m_hi > tmp) return try_set(tmp); // for simplicity, bail out if we were not lucky return get_at_least(src, tmp) && try_set(tmp); } bool sls_valuation::set_random_in_range(bvect const& lo, bvect const& hi, bvect& tmp, random_gen& r) { if (0 == r() % 2) { if (!get_at_least(lo, tmp)) return false; SASSERT(in_range(tmp)); if (hi < tmp) return false; if (is_ones(tmp) || (0 == r() % 2)) return try_set(tmp); set_random_above(tmp, r); round_down(tmp, [&](bvect const& t) { return hi >= t && in_range(t); }); if (in_range(tmp) && lo <= tmp && hi >= tmp) return try_set(tmp); return get_at_least(lo, tmp) && hi >= tmp && try_set(tmp); } else { if (!get_at_most(hi, tmp)) return false; SASSERT(in_range(tmp)); if (lo > tmp) return false; if (is_zero(tmp) || (0 == r() % 2)) return try_set(tmp); set_random_below(tmp, r); round_up(tmp, [&](bvect const& t) { return lo <= t && in_range(t); }); if (in_range(tmp) && lo <= tmp && hi >= tmp) return try_set(tmp); return get_at_most(hi, tmp) && lo <= tmp && try_set(tmp); } } void sls_valuation::round_down(bvect& dst, std::function const& is_feasible) { for (unsigned i = bw; !is_feasible(dst) && i-- > 0; ) if (!fixed.get(i) && dst.get(i)) dst.set(i, false); } void sls_valuation::round_up(bvect& dst, std::function const& is_feasible) { for (unsigned i = 0; !is_feasible(dst) && i < bw; ++i) if (!fixed.get(i) && !dst.get(i)) dst.set(i, true); } void sls_valuation::set_random_above(bvect& dst, random_gen& r) { for (unsigned i = 0; i < nw; ++i) dst[i] = dst[i] | (random_bits(r) & ~fixed[i]); } void sls_valuation::set_random_below(bvect& dst, random_gen& r) { if (is_zero(dst)) return; unsigned n = 0, idx = UINT_MAX; for (unsigned i = 0; i < bw; ++i) if (dst.get(i) && !fixed.get(i) && (r() % ++n) == 0) idx = i; if (idx == UINT_MAX) return; dst.set(idx, false); for (unsigned i = 0; i < idx; ++i) if (!fixed.get(i)) dst.set(i, r() % 2 == 0); } bool sls_valuation::set_repair(bool try_down, bvect& dst) { for (unsigned i = 0; i < nw; ++i) dst[i] = (~fixed[i] & dst[i]) | (fixed[i] & m_bits[i]); bool ok = try_down ? round_down(dst) : round_up(dst); if (!ok) VERIFY(try_down ? round_up(dst) : round_down(dst)); DEBUG_CODE(SASSERT(0 == (mask & (fixed[nw-1] & (m_bits[nw-1] ^ dst[nw-1])))); for (unsigned i = 0; i + 1 < nw; ++i) SASSERT(0 == (fixed[i] & (m_bits[i] ^ dst[i])));); set(eval, dst); SASSERT(well_formed()); return true; } void sls_valuation::min_feasible(bvect& out) const { if (m_lo < m_hi) m_lo.copy_to(nw, out); else { for (unsigned i = 0; i < nw; ++i) out[i] = fixed[i] & m_bits[i]; } SASSERT(!has_overflow(out)); } void sls_valuation::max_feasible(bvect& out) const { if (m_lo < m_hi) { m_hi.copy_to(nw, out); sub1(out); } else { for (unsigned i = 0; i < nw; ++i) out[i] = ~fixed[i] | m_bits[i]; } SASSERT(!has_overflow(out)); } unsigned sls_valuation::msb(bvect const& src) const { SASSERT(!has_overflow(src)); for (unsigned i = nw; i-- > 0; ) if (src[i] != 0) return i * 8 * sizeof(digit_t) + log2(src[i]); return bw; } void sls_valuation::set_value(bvect& bits, rational const& n) { for (unsigned i = 0; i < bw; ++i) bits.set(i, n.get_bit(i)); clear_overflow_bits(bits); } rational sls_valuation::get_value(bvect const& bits) const { rational p(1), r(0); for (unsigned i = 0; i < nw; ++i) { r += p * rational(bits[i]); p *= rational::power_of_two(8 * sizeof(digit_t)); } return r; } void sls_valuation::get(bvect& dst) const { m_bits.copy_to(nw, dst); } digit_t sls_valuation::random_bits(random_gen& rand) { digit_t r = 0; for (digit_t i = 0; i < sizeof(digit_t); ++i) r ^= rand() << (8 * i); return r; } void sls_valuation::get_variant(bvect& dst, random_gen& r) const { for (unsigned i = 0; i < nw; ++i) dst[i] = (random_bits(r) & ~fixed[i]) | (fixed[i] & m_bits[i]); clear_overflow_bits(dst); } // // new_bits != bits => ~fixed // 0 = (new_bits ^ bits) & fixed // also check that new_bits are in range // bool sls_valuation::can_set(bvect const& new_bits) const { SASSERT(!has_overflow(new_bits)); for (unsigned i = 0; i < nw; ++i) if (0 != ((new_bits[i] ^ m_bits[i]) & fixed[i])) return false; return in_range(new_bits); } unsigned sls_valuation::to_nat(unsigned max_n) { bvect const& d = m_bits; SASSERT(!has_overflow(d)); SASSERT(max_n < UINT_MAX / 2); unsigned p = 1; unsigned value = 0; for (unsigned i = 0; i < bw; ++i) { if (p >= max_n) { for (unsigned j = i; j < bw; ++j) if (d.get(j)) return max_n; return value; } if (d.get(i)) value += p; p <<= 1; } return value; } void sls_valuation::shift_right(bvect& out, unsigned shift) const { SASSERT(shift < bw); for (unsigned i = 0; i < bw; ++i) out.set(i, i + shift < bw ? m_bits.get(i + shift) : false); SASSERT(well_formed()); } void sls_valuation::add_range(rational l, rational h) { l = mod(l, rational::power_of_two(bw)); h = mod(h, rational::power_of_two(bw)); if (h == l) return; //verbose_stream() << "[" << l << ", " << h << "[\n"; //verbose_stream() << *this << "\n"; SASSERT(is_zero(fixed)); // ranges can only be added before fixed bits are set. if (m_lo == m_hi) { set_value(m_lo, l); set_value(m_hi, h); } else { auto old_lo = get_value(m_lo); auto old_hi = get_value(m_hi); if (old_lo < old_hi) { if (old_lo < l && l < old_hi) set_value(m_lo, l), old_lo = l; if (old_hi < h && h < old_hi) set_value(m_hi, h); } else { SASSERT(old_hi < old_lo); if (old_lo < l || l < old_hi) set_value(m_lo, l), old_lo = l; if (old_lo < h && h < old_hi) set_value(m_hi, h); else if (old_hi < old_lo && (h < old_hi || old_lo < h)) set_value(m_hi, h); } } SASSERT(!has_overflow(m_lo)); SASSERT(!has_overflow(m_hi)); if (!in_range(m_bits)) set(m_bits, m_lo); SASSERT(well_formed()); } // // tighten lo/hi based on fixed bits. // lo[bit_i] != fixedbit[bit_i] // let bit_i be most significant bit position of disagreement. // if fixedbit = 1, lo = 0, increment lo // if fixedbit = 0, lo = 1, lo := fixed & bits // (hi-1)[bit_i] != fixedbit[bit_i] // if fixedbit = 0, hi-1 = 1, set hi-1 := 0, maximize below bit_i // if fixedbit = 1, hi-1 = 0, hi := fixed & bits // tighten fixed bits based on lo/hi // lo + 1 = hi -> set bits = lo // lo < hi, set most significant bits based on hi // void sls_valuation::init_fixed() { if (m_lo == m_hi) return; for (unsigned i = bw; i-- > 0; ) { if (!fixed.get(i)) continue; if (m_bits.get(i) == m_lo.get(i)) continue; if (m_bits.get(i)) { m_lo.set(i, true); for (unsigned j = i; j-- > 0; ) m_lo.set(j, fixed.get(j) && m_bits.get(j)); } else { for (unsigned j = bw; j-- > 0; ) m_lo.set(j, fixed.get(j) && m_bits.get(j)); } break; } bvect hi1(nw + 1); bvect one(nw + 1); one[0] = 1; digit_t c; mpn_manager().sub(m_hi.data(), nw, one.data(), nw, hi1.data(), &c); clear_overflow_bits(hi1); for (unsigned i = bw; i-- > 0; ) { if (!fixed.get(i)) continue; if (m_bits.get(i) == hi1.get(i)) continue; if (hi1.get(i)) { hi1.set(i, false); for (unsigned j = i; j-- > 0; ) hi1.set(j, !fixed.get(j) || m_bits.get(j)); } else { for (unsigned j = bw; j-- > 0; ) hi1.set(j, fixed.get(j) && m_bits.get(j)); } mpn_manager().add(hi1.data(), nw, one.data(), nw, m_hi.data(), nw + 1, &c); clear_overflow_bits(m_hi); break; } // set fixed bits based on bounds auto set_fixed_bit = [&](unsigned i, bool b) { if (!fixed.get(i)) { fixed.set(i, true); eval.set(i, b); } }; // set most significant bits if (m_lo < m_hi) { unsigned i = bw; for (; i-- > 0 && !m_hi.get(i); ) set_fixed_bit(i, false); if (is_power_of2(m_hi)) set_fixed_bit(i, false); } // lo + 1 = hi: then bits = lo mpn_manager().add(m_lo.data(), nw, one.data(), nw, hi1.data(), nw + 1, &c); clear_overflow_bits(hi1); if (m_hi == hi1) { for (unsigned i = 0; i < bw; ++i) set_fixed_bit(i, m_lo.get(i)); } SASSERT(well_formed()); } void sls_valuation::set_sub(bvect& out, bvect const& a, bvect const& b) const { digit_t c; mpn_manager().sub(a.data(), nw, b.data(), nw, out.data(), &c); clear_overflow_bits(out); } bool sls_valuation::set_add(bvect& out, bvect const& a, bvect const& b) const { digit_t c; mpn_manager().add(a.data(), nw, b.data(), nw, out.data(), nw + 1, &c); bool ovfl = out[nw] != 0 || has_overflow(out); clear_overflow_bits(out); return ovfl; } bool sls_valuation::set_mul(bvect& out, bvect const& a, bvect const& b, bool check_overflow) const { mpn_manager().mul(a.data(), nw, b.data(), nw, out.data()); bool ovfl = false; if (check_overflow) { ovfl = has_overflow(out); for (unsigned i = nw; i < 2 * nw; ++i) ovfl |= out[i] != 0; } clear_overflow_bits(out); return ovfl; } bool sls_valuation::is_power_of2(bvect const& src) const { unsigned c = 0; for (unsigned i = 0; i < nw; ++i) c += get_num_1bits(src[i]); return c == 1; } }