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Hardware-Aware Neural Architecture Search on HW-NAS-Bench CIFAR-10 (test)
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84.82
Latency (%)
pFreeREA-top-K
-1.6768
20.7791
43.235
65.6909
Apr 1, 2025
Latency (%)
Test Accuracy
Tradeoff Score
Updated 16d ago
Evaluation Results
Method
Method
Links
Latency (%)
Test Accuracy
Tradeoff Score
pFreeREA-top-K
Devices=4, Lever=|N| ↓...
2025.04
84.82
94.05
0.653
Random search
Devices=4, Lever=|N| ↓...
2025.04
30.16
87.63
0.665
Official HELP
Devices=3, Lever=c ↓,...
2025.04
11
90.59
0.775
HELP-style
Devices=4, Lever=c ↓,...
2025.04
4.51
87.21
0.788
HW-NAS with 10 Latency Probes
Devices=3, Lever=|N| ↓...
2025.04
4.4
86
0.738
HW-NAS with 10 Latency Probes
Devices=4, Lever=|N| ↓...
2025.04
1.65
85.5
0.734
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