Profile Job Results
Jobs
j1p8k72qp
Results Ready
Name
yolov8_det_quantized
Target Device
- QCS8550 (Proxy)
- Android 12
- Qualcomm® QCS8550
Creator
ai-hub-support@qti.qualcomm.com
Input Specs
image: uint8[1, 640, 640, 3]Completion Time
8/27/2024, 6:43:32 AM
Versions
- TensorFlow Lite: 2.16.1
- QNN TfLite Delegate: v2.25.0.240728104910_97711
- Android: 13 (TP1A.220624.014)
- AI Hub: aihub-2024.08.23.0
Estimated Inference Time
2.09 ms
Estimated Peak Memory Usage
0 - 2 MB
Compute Units
NPU
279
CPU
1
| Stage | Time | Memory |
|---|---|---|
First App Load | 758 ms | 59-60 MB |
Subsequent App Load | 191 ms | 5-36 MB |
Inference | 2.09 ms | 0-2 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