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ResNet18

Profile Job Results

Jobs
jpe4d0o15
Results Ready
Name
resnet18
Target Device
  • QCS8550 (Proxy)
  • Android 12
  • Qualcomm® QCS8550
Creator
ai-hub-support@qti.qualcomm.com
Input Specs
image_tensor: uint8[1, 224, 224, 3]
Completion Time
5/2/2026, 2:33:48 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-2026.04.25.0
Estimated Inference Time
385 μs
Estimated Peak Memory Usage
0 ‑ 80 MB
Compute Units
NPU
41
StageTimeMemory
First App Load
448 ms75‑77 MB
Subsequent App Load
202 ms13‑93 MB
Inference
385 μs0‑80 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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