Profile Job Results
Jobs
j5mnozkyp
Results Ready
Name
deeplabv3_plus_mobilenet
Target Device
- Samsung Galaxy S24 (Family)
- Android 14
- Snapdragon® 8 Gen 3 | SM8650
Creator
ai-hub-support@qti.qualcomm.com
Target Model
Input Specs
image: float32[1, 3, 520, 520]Completion Time
11/26/2024, 3:22:24 PM
Versions
- ONNX Runtime: 1.19.2
- QNN: v2.28.2.241116104011_103376
- Android: 14 (UP1A.231005.007)
- AI Hub: aihub-2024.11.22.0
Estimated Inference Time
8.24 ms
Estimated Peak Memory Usage
4 ‑ 93 MB
Compute Units
NPU
127
| Stage | Time | Memory |
|---|---|---|
First App Load | 3.90 s | 210‑218 MB |
Subsequent App Load | 141 ms | 26‑117 MB |
Inference | 8.24 ms | 4‑93 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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