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ResNet18

Profile Job Results

Jobs
j1p8k3jxp
Results Ready
Name
resnet18
Target Device
  • QCS8550 (Proxy)
  • Android 12
  • Qualcomm® QCS8550
Creator
ai-hub-support@qti.qualcomm.com
Target Model
Input Specs
image_tensor: float32[1, 224, 224, 3]
Completion Time
8/27/2024, 9:51:28 AM
Versions
  • QNN: v2.25.0.240728104910_97711
  • QNN Backend API: 5.25.0
  • QNN Core API: 2.18.0
  • Android: 14 (UP1A.231005.007)
  • AI Hub: aihub-2024.08.23.0
Estimated Inference Time
1.45 ms
Estimated Peak Memory Usage
1 - 2 MB
Compute Units
NPU
53
StageTimeMemory
First App Load
200 ms1-2 MB
Subsequent App Load
188 ms1-2 MB
Inference
1.45 ms1-2 MB
QNNValue
context_options.htp_options.performance_modeBURST
default_graph_options.htp_options.precisionFLOAT16

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