Profile Job Results
Jobs
j5q67vw4p
Results Ready
Name
yolov7
Target Device
- Snapdragon 8 Elite QRD
- Android 15
- Snapdragon® 8 Elite | SM8750
Creator
ai-hub-support@qti.qualcomm.com
Target Model
Input Specs
image: float32[1, 640, 640, 3]Completion Time
11/10/2024, 5:59:27 AM
Versions
- TensorFlow Lite: 2.17.0
- QNN TfLite Delegate: v2.27.1.240926142112_100894
- Android: 15 (AQ3A.240829.003)
- Build ID: Pakala.LA.1.0.r1-01032-STD.PROD-1
- AI Hub: aihub-2024.10.28.0
Estimated Inference Time
12.2 ms
Estimated Peak Memory Usage
1 ‑ 70 MB
Compute Units
NPU
215
| Stage | Time | Memory |
|---|---|---|
First App Load | 6.04 s | 240‑249 MB |
Subsequent App Load | 95.8 ms | 38‑108 MB |
Inference | 12.2 ms | 1‑70 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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