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Benchmarks
Path Tracking on Racecar path tracking experiments (aggregated across multiple tracks)
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2.33
Timing (ms)
FPGA-optimized MPPI
1.7284
5.7892
9.85
13.9108
Jan 23, 2026
Timing (ms)
Energy (mJ)
EDP (ms·mJ)
Avg Error (cm)
Success Rate
Speedup (x)
Energy Reduction (x)
EDP Gain (x)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Timing (ms)
Energy (mJ)
EDP (ms·mJ)
Avg Error (cm)
Success Rate
Speedup (x)
Energy Reduction (x)
EDP Gain (x)
FPGA-optimized MPPI
Device=FPGA, Features=...
2026.01
2.33
14.9
34.72
47.6
96
-
-
-
GPU
Device=GPU, Configurat...
2026.01
7.24
37.44
271.06
48.6
95
3.1
2.5
7.8
CPU
Device=CPU, Configurat...
2026.01
17.37
80.16
1,392.38
61.6
93
7.5
5.4
40.1
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