Profile Job Results
Jobs
jegnweyqg
Results Ready
Name
swin_small
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
8/27/2024, 7:32:04 AM
Versions
- ONNX Runtime: 1.18.1
- QNN: v2.25.0.240728104910_97711
- Android: 14 (UP1A.231005.007)
- AI Hub: aihub-2024.08.23.0
Estimated Inference Time
38.1 ms
Estimated Peak Memory Usage
1 - 707 MB
Compute Units
NPU
1136
| Stage | Time | Memory |
|---|---|---|
First App Load | 1.58 min | 2 GB |
Subsequent App Load | 235 ms | 0-1 GB |
Inference | 38.1 ms | 1-707 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" |
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