Profile Job Results
Jobs
jp20k4e4g
Results Ready
Name
resnet_2plus1d
Target Device
- QCS8550 (Proxy)
- Android 12
- Qualcomm® QCS8550
Creator
ai-hub-support@qti.qualcomm.com
Target Model
Input Specs
video: float32[1, 16, 112, 112, 3]Completion Time
4/8/2025, 1:58:12 PM
Versions
- TensorFlow Lite: 2.17.0
- QAIRT: v2.32.0.250228225014_116386
- QNN TfLite Delegate: v2.32.0.250228225014_116386
- Android: 14 (UP1A.231005.007)
- AI Hub: aihub-2025.03.24.0
Estimated Inference Time
117 ms
Estimated Peak Memory Usage
4 ‑ 631 MB
Compute Units
NPU
87
CPU
7
| Stage | Time | Memory |
|---|---|---|
First App Load | 9.88 s | 754‑755 MB |
Subsequent App Load | 9.56 s | 751‑754 MB |
Inference | 117 ms | 4‑631 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 |
| XNNPACK Delegate | Value |
|---|
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