@@ -559,8 +559,19 @@ From neuroscience: systematically remove parts to understand function
5595591. **Consteval**: Compile-time field name processing
5605602. **SIMD String Escaping**: Vectorized character checks
5615613. **Fast Integer Serialization**: Optimized number handling
562- 4. **Branch Prediction Hints**: CPU pipeline optimization
563- 5. **Buffer Growth Strategy**: Smart memory allocation
562+
563+
564+ ---
565+
566+ # Combined Performance Impact
567+
568+
569+ | Optimization | Twitter Contribution | CITM Contribution |
570+ |--------------|---------------------|-------------------|
571+ | **Consteval** | +100% (2.00x) | +141% (2.41x) |
572+ | **SIMD Escaping** | +42% (1.42x) | +4% (1.04x) |
573+ | **Fast Digits** | +6% (1.06x) | +34% (1.34x) |
574+
564575
565576---
566577
@@ -648,7 +659,7 @@ int fast_digit_count_64(uint64_t x) {
648659 static uint64_t table[ ] = {9,
649660 99,
650661 999,
651- ...
662+ // ...
652663 9999999999999999ULL,
653664 99999999999999999ULL,
654665 999999999999999999ULL,
@@ -673,57 +684,28 @@ std::to_string(value).length(); // Allocates string just to count!
673684
674685---
675686
676- # Optimizations #4 & #5 : Branch Hints & Buffer Growth
677-
678- ** Branch Prediction:**
679- ``` cpp
680- if (UNLIKELY(buffer_full)) { // CPU knows this is rare
681- grow_buffer();
682- }
683- // CPU optimizes for this path
684- ```
685-
686- ---
687-
688- # Combined Performance Impact
689-
690- ** All Optimizations Together:**
691-
692- | Optimization | Twitter Contribution | CITM Contribution |
693- | --------------| ---------------------| -------------------|
694- | ** Consteval** | +100% (2.00x) | +141% (2.41x) |
695- | ** SIMD Escaping** | +42% (1.42x) | +4% (1.04x) |
696- | ** Fast Digits** | +6% (1.06x) | +34% (1.34x) |
697- | ** Branch Hints** | +1% | +5% |
698- | ** Buffer Growth** | -0.4% | +2% |
699- | ** TOTAL** | ** ~ 2.9x faster** | ** ~ 3.4x faster** |
687+ # What about compilation time?
700688
689+ ....
701690
702691---
703692
704- ** From Baseline to Optimized:**
705- - Twitter: ~ 1,100 MB/s → 3,211 MB/s
706- - CITM: ~ 700 MB/s → 2,360 MB/s
707693
708- ---
694+ # Key Technical Insights
709695
696+ 1 . ** With reflection and concepts**
697+ - your code becomes shorter
698+ - your code becomes more general
710699
711- # Key Technical Insights
700+ 2 . Compilation time not much slower.
712701
713- 1 . ** Compile-Time optimizations can be awesome**
702+ 3 . ** Compile-Time optimizations can be awesome**
714703 - Consteval: 2-2.6x speedup alone
715704 - C++26 reflection enables unprecedented optimization
716705
717- 2 . ** SIMD Everywhere**
718- - String operations benefit hugely
719-
720- 3 . ** Avoid Hidden Costs**
721- - Hidden allocations: ` std::to_string() `
722-
723- <!-- - Hidden divisions: `log10(value)`
724- - Hidden mispredictions: rare conditions -->
706+ 4 . ** SIMD** String operations benefit
725707
726- 4 . ** Every Optimization Matters**
708+ 5 . ** Every Optimization Matters**
727709 - Small gains compound into huge improvements
728710
729711
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