From fc7ff8d750831c747e8b9b68b6207e9c95d8c2c1 Mon Sep 17 00:00:00 2001 From: Santy <113071986+zesanty@users.noreply.github.com> Date: Wed, 22 Apr 2026 14:51:05 -0300 Subject: [PATCH 1/2] feat: use of cache to try to improve sequential case --- include/sparse_bitset_asm.hpp | 75 +- .../benchmark_results_20260422_141113.json | 21097 ++++++++++++++++ src/bitsets/sparse_bitset_asm.cpp | 58 +- 3 files changed, 21199 insertions(+), 31 deletions(-) create mode 100644 results/benchmark_results_20260422_141113.json diff --git a/include/sparse_bitset_asm.hpp b/include/sparse_bitset_asm.hpp index 193d380..f49448d 100644 --- a/include/sparse_bitset_asm.hpp +++ b/include/sparse_bitset_asm.hpp @@ -17,7 +17,8 @@ class SparseBitsetASM { } SparseBitsetASM(const SparseBitsetASM &o) - : len_(o.len_), cap_(o.cap_), num_bits_(o.num_bits_) { + : len_(o.len_), cap_(o.cap_), num_bits_(o.num_bits_), + cache_b_idx_(o.cache_b_idx_), cache_pos_(o.cache_pos_) { if (cap_ > 0) { allocate(cap_); std::memcpy(data_, o.data_, static_cast(len_ + 1) * 32); @@ -28,17 +29,22 @@ class SparseBitsetASM { SparseBitsetASM(SparseBitsetASM &&o) noexcept : data_(o.data_), ids_(o.ids_), len_(o.len_), cap_(o.cap_), - num_bits_(o.num_bits_) { + num_bits_(o.num_bits_), cache_b_idx_(o.cache_b_idx_), + cache_pos_(o.cache_pos_) { o.data_ = nullptr; o.ids_ = nullptr; o.len_ = 0; o.cap_ = 0; o.num_bits_ = 0; + o.cache_b_idx_ = UINT32_MAX; + o.cache_pos_ = 0; } SparseBitsetASM &operator=(const SparseBitsetASM &o) { if (this != &o) { num_bits_ = o.num_bits_; + cache_b_idx_ = o.cache_b_idx_; + cache_pos_ = o.cache_pos_; if (o.cap_ == 0) { if (data_) _mm_free(data_); @@ -76,11 +82,16 @@ class SparseBitsetASM { len_ = o.len_; cap_ = o.cap_; num_bits_ = o.num_bits_; + cache_b_idx_ = o.cache_b_idx_; + cache_pos_ = o.cache_pos_; + o.data_ = nullptr; o.ids_ = nullptr; o.len_ = 0; o.cap_ = 0; o.num_bits_ = 0; + o.cache_b_idx_ = UINT32_MAX; + o.cache_pos_ = 0; } return *this; } @@ -91,6 +102,8 @@ class SparseBitsetASM { // Fast reset keeping capacity inline void clear() noexcept { len_ = 0; + cache_b_idx_ = UINT32_MAX; + cache_pos_ = 0; if (cap_ > 0) { ids_[0] = UINT32_MAX; std::memset(data_, 0, @@ -109,8 +122,8 @@ class SparseBitsetASM { [[nodiscard]] size_t num_bits() const noexcept { return num_bits_; } [[nodiscard]] bool intersects(const SparseBitsetASM &other) const noexcept; - // Iterate over set bits, calling `fn` with the bit index, Must not modify - // itself. + // Iterate over set bits sequentially calling `fn`. Exposes raw bits directly. + // Must not modify itself. template __attribute__((always_inline)) // Force inlining void for_each(Fn &&fn) const { @@ -169,6 +182,58 @@ class SparseBitsetASM { uint32_t cap_ = 0; size_t num_bits_ = 0; + // Block Level Read Caching for O(1) Sequentials + mutable uint32_t cache_b_idx_ = UINT32_MAX; + mutable uint32_t cache_pos_ = 0; + + inline uint32_t find_pos(uint32_t b_idx, bool &found) const noexcept { + // Immediate O(1) Cache Match (Both hits & missing items) + if (cache_b_idx_ == b_idx) { + found = (cache_pos_ < len_ && ids_[cache_pos_] == b_idx); + return cache_pos_; + } + + // Checking forward/backwards sequentials iteratively mapped to consecutive + // blocks + if (cache_pos_ < len_ && ids_[cache_pos_] == cache_b_idx_) { + if (cache_pos_ + 1 < len_ && ids_[cache_pos_ + 1] == b_idx) { + cache_b_idx_ = b_idx; + cache_pos_++; + found = true; + return cache_pos_; + } + if (cache_pos_ > 0 && ids_[cache_pos_ - 1] == b_idx) { + cache_b_idx_ = b_idx; + cache_pos_--; + found = true; + return cache_pos_; + } + } + + // Fallback binary search narrowing boundaries implicitly with the previous + // pos cache constraint + const uint32_t *start = ids_; + const uint32_t *end = ids_ + len_; + + if (cache_pos_ < len_) { + if (ids_[cache_pos_] < b_idx) { + start = ids_ + cache_pos_ + 1; + } else { + end = ids_ + cache_pos_; + } + } + + const uint32_t *it = std::lower_bound(start, end, b_idx); + uint32_t pos = static_cast(it - ids_); + + found = (pos < len_ && ids_[pos] == b_idx); + + cache_b_idx_ = b_idx; + cache_pos_ = pos; + + return pos; + } + void allocate(uint32_t n) { if (n == 0) return; @@ -216,6 +281,7 @@ class SparseBitsetASM { ids_[pos] = b_idx; std::memset(data_ + pos * 4, 0, 32); len_++; + cache_b_idx_ = UINT32_MAX; } inline void erase_block(uint32_t pos) { @@ -225,5 +291,6 @@ class SparseBitsetASM { (len_ - pos - 1) * 32); } len_--; + cache_b_idx_ = UINT32_MAX; } }; diff --git a/results/benchmark_results_20260422_141113.json 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w_idx = (i % 256u) / 64u; - const uint64_t mask = 1ULL << (i % 64u); + const uint32_t b_idx = static_cast(i / 256u); + // Fast path: Sequential appends if (len_ == 0 || ids_[len_ - 1] < b_idx) { insert_block(len_, b_idx); - data_[(len_ - 1) * 4 + w_idx] |= mask; + const size_t w_idx = (i % 256u) / 64u; + data_[(len_ - 1) * 4 + w_idx] |= (1ULL << (i % 64u)); apply_sentinels(); - return; - } - if (ids_[len_ - 1] == b_idx) { - data_[(len_ - 1) * 4 + w_idx] |= mask; + // Update cache correctly + cache_b_idx_ = b_idx; + cache_pos_ = len_ - 1; return; } - uint32_t *it = std::lower_bound(ids_, ids_ + len_, b_idx); - uint32_t pos = static_cast(it - ids_); + bool found; + uint32_t pos = find_pos(b_idx, found); - if (pos < len_ && ids_[pos] == b_idx) { + const size_t w_idx = (i % 256u) / 64u; + const uint64_t mask = 1ULL << (i % 64u); + + if (found) { data_[pos * 4 + w_idx] |= mask; } else { insert_block(pos, b_idx); data_[pos * 4 + w_idx] |= mask; apply_sentinels(); + + cache_b_idx_ = b_idx; + cache_pos_ = pos; } } @@ -37,15 +42,14 @@ void SparseBitsetASM::clear(size_t i) { if (i >= num_bits_ || len_ == 0) return; const uint32_t b_idx = static_cast(i / 256u); - const size_t w_idx = (i % 256u) / 64u; - const uint64_t mask = 1ULL << (i % 64u); - if (ids_[len_ - 1] < b_idx) return; - uint32_t *it = std::lower_bound(ids_, ids_ + len_, b_idx); - uint32_t pos = static_cast(it - ids_); + bool found; + uint32_t pos = find_pos(b_idx, found); - if (pos < len_ && ids_[pos] == b_idx) { + if (found) { + const size_t w_idx = (i % 256u) / 64u; + const uint64_t mask = 1ULL << (i % 64u); data_[pos * 4 + w_idx] &= ~mask; const uint64_t *blk = data_ + pos * 4; @@ -60,19 +64,14 @@ bool SparseBitsetASM::test(size_t i) const { if (i >= num_bits_ || len_ == 0) return false; const uint32_t b_idx = static_cast(i / 256u); - const size_t w_idx = (i % 256u) / 64u; - const uint64_t mask = 1ULL << (i % 64u); - if (ids_[len_ - 1] < b_idx) return false; - if (ids_[len_ - 1] == b_idx) { - return (data_[(len_ - 1) * 4 + w_idx] & mask) != 0; - } - - const uint32_t *it = std::lower_bound(ids_, ids_ + len_, b_idx); - uint32_t pos = static_cast(it - ids_); + bool found; + uint32_t pos = find_pos(b_idx, found); - if (pos < len_ && ids_[pos] == b_idx) { + if (found) { + const size_t w_idx = (i % 256u) / 64u; + const uint64_t mask = 1ULL << (i % 64u); return (data_[pos * 4 + w_idx] & mask) != 0; } @@ -106,6 +105,7 @@ bool SparseBitsetASM::union_with(const SparseBitsetASM &other) noexcept { std::swap(data_, shared_bitset_tls.data); std::swap(cap_, shared_bitset_tls.cap); len_ = w; + cache_b_idx_ = UINT32_MAX; apply_sentinels(); @@ -122,6 +122,7 @@ void SparseBitsetASM::intersect_with(const SparseBitsetASM &other) noexcept { if (len_ == 0 || other.len_ == 0) { len_ = 0; + cache_b_idx_ = UINT32_MAX; if (cap_ > 0) ids_[0] = UINT32_MAX; return; } @@ -137,6 +138,7 @@ void SparseBitsetASM::intersect_with(const SparseBitsetASM &other) noexcept { std::swap(data_, shared_bitset_tls.data); std::swap(cap_, shared_bitset_tls.cap); len_ = w; + cache_b_idx_ = UINT32_MAX; if (len_ > 0 || cap_ > 0) { apply_sentinels(); @@ -146,6 +148,7 @@ void SparseBitsetASM::intersect_with(const SparseBitsetASM &other) noexcept { void SparseBitsetASM::subtract(const SparseBitsetASM &other) noexcept { if (this == &other) { len_ = 0; + cache_b_idx_ = UINT32_MAX; if (cap_ > 0) ids_[0] = UINT32_MAX; return; } @@ -162,6 +165,7 @@ void SparseBitsetASM::subtract(const SparseBitsetASM &other) noexcept { std::swap(data_, shared_bitset_tls.data); std::swap(cap_, shared_bitset_tls.cap); len_ = w; + cache_b_idx_ = UINT32_MAX; if (len_ > 0 || cap_ > 0) { apply_sentinels(); From fd28ef7fbf9c8cbc848e42e4ffe29e47b51eba65 Mon Sep 17 00:00:00 2001 From: Santy <113071986+zesanty@users.noreply.github.com> Date: Wed, 22 Apr 2026 15:25:22 -0300 Subject: [PATCH 2/2] Use linear graphing by default, only one that needs log is sparse heavy --- scripts/graph.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/graph.py b/scripts/graph.py index 209b4d7..17f23b1 100644 --- a/scripts/graph.py +++ b/scripts/graph.py @@ -46,7 +46,7 @@ def configurar_grafico(bench, tipo_impl, args): split = "Naive" if "Naive" in tipo_impl else "Complete" return f"{bench}_{split}", "Numero de variables", "linear", "linear" sufijo = f"_{args[1]}" if len(args) > 1 else "" - return f"{bench}{sufijo}", "Input (Chunks / Set Bits)", "linear", "log" + return f"{bench}{sufijo}", "Input (Chunks / Set Bits)", "linear", "linear" def graficar_tiempos(tiempos, configs, unidades, colores, marcas, outdir):