Profile Job Results
Jobs
jp2k4kwmp
Results Ready
Name
yolov7
Target Device
- SA8650 (Proxy)
- Android 13
- Qualcomm® SA8650P
Creator
ai-hub-support@qti.qualcomm.com
Target Model
Input Specs
image: float32[1, 640, 640, 3]Completion Time
11/26/2024, 9:15:59 AM
Versions
- TensorFlow Lite: 2.17.0
- QNN TfLite Delegate: v2.28.2.241116104011_103376
- Android: 13 (TP1A.220624.014)
- AI Hub: aihub-2024.11.22.0
Estimated Inference Time
15.3 ms
Estimated Peak Memory Usage
1 ‑ 21 MB
Compute Units
NPU
215
| Stage | Time | Memory |
|---|---|---|
First App Load | 2.44 s | 163‑164 MB |
Subsequent App Load | 2.57 s | 118‑221 MB |
Inference | 15.3 ms | 1‑21 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 |
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