[Quy Anh] «Elliot» Nguyen
5.2 KiB
Optimizations of the Social Force Model
Table of Contents
- Performance Results
- Baseline
- Optimization 1
- Optimization 2
- Optimization 3
- Optimization 4
- Optimization 5
- Optimization 6
- Optimization 7
- Optimization 8
- Optimization 9
Performance Results
x86
Machine:
Processors: 16 × AMD Ryzen AI 7 350 w/ Radeon 860M
Memory: 32 GiB of RAM (30.6 GiB usable)
Graphics Processor: AMD Radeon 860M Graphics
Manufacturer: LENOVO
Product Name: 83HX
System Version: IdeaPad Slim 5 14AKP10
Frequency: 2 GHz
| # | Optimization | W(n) [Flops] | T(n) [Cycles] | Performance [Flops/Cycle] | Author |
|---|---|---|---|---|---|
| 0 | Baseline | 1'058'400'000.00 | 850'352'900.00 | 1.24 | |
| 1 | Inlining | 1'058'400'000.00 | 756'088'260.00 | 1.40 | Elliot |
| 2 | |||||
| 3 | |||||
| 4 | |||||
| 5 | |||||
| 6 | |||||
| 7 | |||||
| 8 | |||||
| 9 |
ARM
Machine:
Frequency: ...
| # | Optimization | W(n) [Flops] | T(n) [Cycles] | Performance [Flops/Cycle] | Author |
|---|---|---|---|---|---|
| 0 | Baseline | ||||
| 1 | |||||
| 2 | |||||
| 3 | |||||
| 4 | |||||
| 5 | |||||
| 6 | |||||
| 7 | |||||
| 8 | |||||
| 9 |
2. Baseline
Author: [Name]
Description: Standard implementation without optimizations.
// Paste your code here only the relevant part
3. Optimization 1
Author: [Quy Anh] «Elliot» Nguyen
Description:
Manually inlined functions, namely w, acceleration_term_dt, pedestrian_repulsion_dt, obstacle_repulsion_dt, norm, dot, and find_nearest_obstacle_point, all into run_simulation. Got rid of small number checks after verifying they do not affect results. Removed all references to Vector2d and rewrote Pedestrian into a struct of doubles. Reduced sqrt() calls using mathematical properties.
Relevant Files: variant_inlining_1.cpp, variant_inlining_2.cpp, variant_inlining_3.cpp, variant_inlining_4.cpp, variant_inlining_5.cpp, variant_inlining_6.cpp, variant_inlining_7.cpp, pedestrian_reduced.hpp
4. Optimization 2
Author: [Name]
Description: [Briefly describe the optimization technique]
// Paste your code here only the relevant part
5. Optimization 3
Author: [Name]
Description: [Briefly describe the optimization technique]
// Paste your code here only the relevant part
6. Optimization 4
Author: [Name]
Description: [Briefly describe the optimization technique]
// Paste your code here only the relevant part
7. Optimization 5
Author: [Name]
Description: [Briefly describe the optimization technique]
// Paste your code here only the relevant part
8. Optimization 6
Author: [Name]
Description: [Briefly describe the optimization technique]
// Paste your code here only the relevant part
9. Optimization 7
Author: [Name]
Description: [Briefly describe the optimization technique]
// Paste your code here only the relevant part
10. Optimization 8
Author: [Name]
Description: [Briefly describe the optimization technique]
// Paste your code here only the relevant part
11. Optimization 9
Author: [Name]
Description: [Briefly describe the optimization technique]
// Paste your code here only the relevant part