Profile Job Results
Jobs
j1p8je8o5
Results Ready
Name
swin_tiny
Target Device
- Samsung Galaxy S24+
- Android 14
- Snapdragon® 8 Gen 3 | SM8650
Creator
ai-hub-support@qti.qualcomm.com
Target Model
Input Specs
image_tensor: float32[1, 3, 224, 224]Completion Time
8/11/2024, 5:47:21 AM
Versions
- ONNX Runtime: 1.18.1
- QNN: v2.24.0.240626131148_96320
- Android: 14 (UP1A.231005.007)
- AI Hub: aihub-2024.08.01.0
Estimated Inference Time
22.5 ms
Estimated Peak Memory Usage
0 - 410 MB
Compute Units
NPU
614
| Stage | Time | Memory |
|---|---|---|
First App Load | 45.0 s | 1 GB |
Subsequent App Load | 207 ms | 52-463 MB |
Inference | 22.5 ms | 0-410 MB |
| ONNX Runtime | Value |
|---|---|
| execution_mode | SEQUENTIAL |
| intra_op_num_threads | 0 |
| inter_op_num_threads | 0 |
| enable_memory_pattern | false |
| enable_cpu_memory_arena | false |
| graph_optimization_level | ENABLE_ALL |
| QNN Execution Provider | Value |
|---|---|
| htp_performance_mode | "burst" |
| htp_graph_finalization_optimization_mode | "3" |
| enable_htp_fp16_precision | "1" |
Sign up to run this model on a hosted Qualcomm® device!
Run on device