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Latency Prediction on Widely-used CNN models
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11.67
Real Latency (ms)
BP Network
8.2868
31.1234
53.96
76.7966
Jul 8, 2026
Real Latency (ms)
Predicted Latency (ms)
Error (%)
Updated 17d ago
Evaluation Results
Method
Method
Links
Real Latency (ms)
Predicted Latency (ms)
Error (%)
BP Network
Model=MobileNet-160
2026.07
11.67
11.42
2.14
NN
Model=VGG-16
2026.07
65.37
56.53
13.52
BP Network
Model=Inception-v3
2026.07
70.6
64.73
8.31
BP Network
Model=ResNet-101
2026.07
82.67
83.19
0.63
BP Network
Model=Nasnet-mobile
2026.07
96.25
111.15
13.41
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