Profile Job Results
Jobs
jmg9q36wp
Results Ready
Name
real_esrgan_x4plus
Target Device
- QCS8550 (Proxy)
- Android 12
- Qualcomm® QCS8550
Creator
ai-hub-support@qti.qualcomm.com
Target Model
Input Specs
image: float32[1, 128, 128, 3]Completion Time
8/27/2024, 12:44:04 PM
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
63.4 ms
Estimated Peak Memory Usage
3 - 7 MB
Compute Units
NPU
1028
| Stage | Time | Memory |
|---|---|---|
First App Load | 40.9 s | 684-685 MB |
Subsequent App Load | 318 ms | 0-236 MB |
Inference | 63.4 ms | 3-7 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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