Profile Job Results
Jobs
joprx07vp
Results Ready
Name
yolov7
Target Device
- Samsung Galaxy S24+
- Android 14
- Snapdragon® 8 Gen 3 | SM8650
Creator
ai-hub-support@qti.qualcomm.com
Target Model
Input Specs
image: float32[1, 640, 640, 3]Completion Time
8/11/2024, 5:32:23 AM
Versions
- TensorFlow Lite: 2.16.1
- Android: 14 (UP1A.231005.007)
- AI Hub: aihub-2024.08.01.0
Estimated Inference Time
18.3 ms
Estimated Peak Memory Usage
40 - 99 MB
Compute Units
GPU
145
CPU
70
| Stage | Time | Memory |
|---|---|---|
First App Load | 4.58 s | 208-216 MB |
Subsequent App Load | 175 ms | 13-78 MB |
Inference | 18.3 ms | 40-99 MB |
| TensorFlow Lite | Value |
|---|---|
| number_of_threads | 4 |
| GPUv2 Delegate | Value |
|---|---|
| inference_preference | TFLITE_GPU_INFERENCE_PREFERENCE_SUSTAINED_SPEED |
| inference_priority1 | TFLITE_GPU_INFERENCE_PRIORITY_MIN_LATENCY |
| inference_priority2 | TFLITE_GPU_INFERENCE_PRIORITY_MIN_MEMORY_USAGE |
| inference_priority3 | TFLITE_GPU_INFERENCE_PRIORITY_MAX_PRECISION |
| XNNPACK Delegate | Value |
|---|
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