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Add plot for windows too
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‎README.md‎

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@@ -38,21 +38,15 @@ A high-performance C++ framework for SIMD (Single Instruction Multiple Data) ope
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### Performance Benchmarks
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Performance improvements comparing SIMD operations vs. standard operations:
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Performance improvements comparing SIMD operations vs. standard operations on different platforms with different compilers.
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![Benchmark Speedup](benchmark_results_linux_gcc/consolidated_speedup.png)
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#### Linux (GCC)
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![Benchmark Speedup Linux](benchmark_results_linux_gcc/consolidated_speedup.png)
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## System Information
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Tests and benchmarks were run on the following system:
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#### Windows (MSVC)
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![Benchmark Speedup Windows](benchmark_results_windows_msvc/consolidated_speedup.png)
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- **CPU**: 16 cores @ 3294 MHz
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- **Cache**:
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- L1 Data: 32 KiB (x8)
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- L1 Instruction: 32 KiB (x8)
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- L2 Unified: 512 KiB (x8)
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- L3 Unified: 16384 KiB (x1)
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- **Test Date**: May 6, 2025
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## Getting Started
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‎benchmark_results_windows_msvc/comparison_table.png‎

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‎benchmark_results_windows_msvc/consolidated_speedup.png‎

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‎benchmark_results_windows_msvc/summary_report.txt‎

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# SIMD Performance Comparison Summary
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#### float256 Addition
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.107 | 0.435 | 4.07x |
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#### float256 Subtraction
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.077 | 0.626 | 8.13x |
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#### float256 Multiplication
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.155 | 0.497 | 3.21x |
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#### float256 Division
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.141 | 0.783 | 5.55x |
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#### double256 Addition
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.077 | 0.255 | 3.31x |
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#### double256 Subtraction
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.073 | 0.247 | 3.38x |
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#### double256 Multiplication
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.090 | 0.338 | 3.76x |
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#### double256 Division
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.120 | 0.471 | 3.92x |
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#### int128_with_int32 t_Addition
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 1000000 | 1.940 | 3.500 | 1.80x |
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#### int128_with_int32 t_Subtraction
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 1000000 | 2.270 | 2.970 | 1.31x |
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#### int128_with_int32 t_Multiplication
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.075 | 0.272 | 3.63x |
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#### int128_with_int16 t_Addition
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.071 | 0.452 | 6.37x |
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#### int128_with_int16 t_Subtraction
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.072 | 0.470 | 6.53x |
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#### int128_with_int16 t_Multiplication
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.072 | 0.616 | 8.56x |
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#### int128_with_int8 t_Addition
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.058 | 0.922 | 15.90x |
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#### int128_with_int8 t_Subtraction
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.060 | 0.974 | 16.23x |
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#### int256_with_int32 t_Addition
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.087 | 0.457 | 5.25x |
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#### int256_with_int32 t_Subtraction
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.088 | 0.509 | 5.78x |
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#### int256_with_int32 t_Multiplication
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.089 | 0.511 | 5.74x |
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#### int256_with_int16 t_Addition
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.091 | 1.020 | 11.21x |
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#### int256_with_int16 t_Subtraction
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.090 | 0.896 | 9.96x |
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#### int256_with_int16 t_Multiplication
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.101 | 1.270 | 12.57x |
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#### int256_with_int8 t_Addition
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.078 | 1.950 | 25.00x |
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#### int256_with_int8 t_Subtraction
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| Variant | SIMD Time (ms) | Plain Time (ms) | Speedup (x) |
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|---------|---------------|----------------|------------|
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| 100000 | 0.079 | 1.900 | 24.05x |
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‎run_tests.bat‎

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cmake --build build\ --config Release
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.\build\Release\BasicSIMD_Tests.exe > test_results.txt
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python3 analyze_benchmarks.py --input_file=test_results.txt --output_dir=benchmark_results_windows_msvc/
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python analyze_benchmarks.py --input_file=test_results.txt --output_dir=benchmark_results_windows_msvc/

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