Profile Job Results
Jobs
jgkeolqwg
Results Ready
Name
yolov7_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
11/26/2024, 12:47:45 PM
Versions
- TensorFlow Lite: 2.17.0
- QNN TfLite Delegate: v2.28.2.241116104011_103376
- Android: 13 (TP1A.220624.014)
- AI Hub: aihub-2024.11.22.0
Estimated Inference Time
4.48 ms
Estimated Peak Memory Usage
0 ‑ 11 MB
Compute Units
NPU
228
| Stage | Time | Memory |
|---|---|---|
First App Load | 2.36 s | 88‑89 MB |
Subsequent App Load | 2.39 s | 80‑192 MB |
Inference | 4.48 ms | 0‑11 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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