Profile Job Results
Jobs
jpxnk3wl5
Results Ready
Name
resnet101
Target Device
- Samsung Galaxy S23
- Android 13
- Snapdragon® 8 Gen 2 | SM8550
Creator
ai-hub-support@qti.qualcomm.com
Target Model
Input Specs
image_tensor: uint8[1, 224, 224, 3]Completion Time
4/8/2025, 2:15:12 PM
Versions
- TensorFlow Lite: 2.17.0
- QAIRT: v2.32.0.250228225014_116386
- QNN TfLite Delegate: v2.32.0.250228225014_116386
- Android: 13 (TP1A.220624.014)
- AI Hub: aihub-2025.03.24.0
Estimated Inference Time
1.16 ms
Estimated Peak Memory Usage
0 ‑ 185 MB
Compute Units
NPU
150
| Stage | Time | Memory |
|---|---|---|
First App Load | 754 ms | 213‑214 MB |
Subsequent App Load | 901 ms | 243‑245 MB |
Inference | 1.16 ms | 0‑185 MB |
| TensorFlow Lite | 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.useConvHmx | true |
Sign up to run this model on a hosted Qualcomm® device!
Run on device