Profile Job Results
Jobs
jpxk3k495
Results Ready
Name
yolov7
Target Device
- QCS8550 (Proxy)
- Android 12
- Qualcomm® QCS8550
Creator
ai-hub-support@qti.qualcomm.com
Target Model
Input Specs
image
: float32[1, 640, 640, 3]Completion Time
11/26/2024, 9:15:58 AM
Versions
- TensorFlow Lite: 2.17.0
- QNN TfLite Delegate: v2.28.2.241116104011_103376
- Android: 14 (UP1A.231005.007)
- AI Hub: aihub-2024.11.22.0
Estimated Inference Time
15.2 ms
Estimated Peak Memory Usage
1 ‑ 18 MB
Compute Units
NPU
215
Stage | Time | Memory |
---|---|---|
First App Load | 2.34 s | 145‑146 MB |
Subsequent App Load | 2.34 s | 114‑192 MB |
Inference | 15.2 ms | 1‑18 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