Profile Job Results
Jobs
jlpe6n4og
Results Ready
Name
detr_resnet50
Target Device
- XR2 Gen 2 (Proxy)
- Android 13
Creator
ai-hub-support@qti.qualcomm.com
Target Model
Input Specs
image: float32[1, 480, 480, 3]Completion Time
8/11/2024, 8:53:25 AM
Versions
- TensorFlow Lite: 2.16.1
- QNN TfLite Delegate: v2.24.0.240626131148_96320
- Android: 13 (TP1A.220624.014)
- AI Hub: aihub-2024.08.01.0
Estimated Inference Time
27.4 ms
Estimated Peak Memory Usage
3 - 192 MB
Compute Units
NPU
788
| Stage | Time | Memory |
|---|---|---|
First App Load | 8.44 s | 718-727 MB |
Subsequent App Load | 354 ms | 81-272 MB |
Inference | 27.4 ms | 3-192 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 |
| NNAPI Delegate | Value |
|---|---|
| accelerator_name | "qti-dsp" |
| execution_preference | kSustainedSpeed |
| allow_fp16 | true |
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