Profile Job Results
Jobs
jqp428o8g
Results Ready
Name
detr_resnet50
Target Device
- QCS8550 (Proxy)
- Android 12
- Qualcomm® QCS8550
Creator
ai-hub-support@qti.qualcomm.com
Target Model
Input Specs
image: float32[1, 480, 480, 3]Completion Time
8/27/2024, 8:50:10 AM
Versions
- TensorFlow Lite: 2.16.1
- QNN TfLite Delegate: v2.25.0.240728104910_97711
- Android: 14 (UP1A.231005.007)
- AI Hub: aihub-2024.08.23.0
Estimated Inference Time
14.1 ms
Estimated Peak Memory Usage
0 - 2 MB
Compute Units
NPU
788
| Stage | Time | Memory |
|---|---|---|
First App Load | 12.2 s | 831-832 MB |
Subsequent App Load | 247 ms | 0-308 MB |
Inference | 14.1 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 |
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