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ResNet50

Profile Job Results

Jobs
jgnxmmwq5
Results Ready
Name
resnet50
Target Device
  • QCS8450 (Proxy)
  • Android 13
  • Qualcomm® QCS8450
Creator
ai-hub-support@qti.qualcomm.com
Input Specs
image_tensor: float32[1, 224, 224, 3]
Completion Time
5/30/2026, 4:02:35 PM
Versions
  • LiteRT: 1.4.3
  • QAIRT: v2.45.0.260326154327
  • QNN TfLite Delegate: v2.45.0.260326154327
  • Android: 13 (TP1A.220624.014)
  • AI Hub: aihub-2026.05.27.0
Estimated Inference Time
3.74 ms
Estimated Peak Memory Usage
0 ‑ 96 MB
Compute Units
NPU
79
StageTimeMemory
First App Load
993 ms204‑212 MB
Subsequent App Load
247 ms50‑147 MB
Inference
3.74 ms0‑96 MB
Lite RTValue
number_of_threads4
QNN DelegateValue
backend_typekHtpBackend
log_levelkLogLevelWarn
htp_options.performance_modekHtpBurst
htp_options.precisionkHtpFp16
htp_options.optimization_strategykHtpOptimizeForInferenceO3
htp_options.useConvHmxtrue

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