Profile Job Results
Jobs
jp49d6lv5
Results Ready
Name
resnet18
Target Device
- QCS8550 (Proxy)
- Android 12
- Qualcomm® Dragonwing™ QCS8550
Creator
ai-hub-support@qti.qualcomm.com
Input Specs
image_tensor: float32[1, 224, 224, 3]Completion Time
7/6/2026, 5:11:51 PM
Versions
- LiteRT: 1.4.4
- QAIRT: v2.45.0.260326154327
- QNN TfLite Delegate: v2.45.0.260326154327
- Android: 14 (UP1A.231005.007)
- AI Hub: aihub-2026.06.19.2
Estimated Inference Time
1.32 ms
Estimated Peak Memory Usage
0 ‑ 3 MB
Compute Units
NPU
38
| Stage | Time | Memory |
|---|---|---|
First App Load | 573 ms | 108‑109 MB |
Subsequent App Load | 211 ms | 24‑129 MB |
Inference | 1.32 ms | 0‑3 MB |
| Lite RT | Value |
|---|---|
| number_of_threads | 4 |
| QNN Delegate | Value |
|---|---|
| backend_type | kHtpBackend |
| log_level | kLogLevelWarn |
| htp_options.performance_mode | kHtpBurst |
| htp_options.precision | kHtpFp16 |
| htp_options.optimization_strategy | kHtpOptimizeForInferenceO3 |
| htp_options.useConvHmx | true |
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