Profile Job Results
Jobs
j1pvn4mmg
Results Ready
Name
fcn_resnet50
Target Device
- XR2 Gen 2 (Proxy)
- Android 13
- Qualcomm® QCS8450
Creator
ai-hub-support@qti.qualcomm.com
Target Model
Input Specs
image: float32[1, 512, 512, 3]Completion Time
8/27/2024, 9:56:40 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
66.8 ms
Estimated Peak Memory Usage
21 - 104 MB
Compute Units
NPU
86
| Stage | Time | Memory |
|---|---|---|
First App Load | 4.25 s | 725-735 MB |
Subsequent App Load | 241 ms | 64-147 MB |
Inference | 66.8 ms | 21-104 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