Profile Job Results
Jobs
jep2oox4g
Results Ready
Name
resnet18_quantized
Target Device
- Samsung Galaxy S23 Ultra
- Android 13
- Snapdragon® 8 Gen 2 | SM8550
Creator
ai-hub-support@qti.qualcomm.com
Target Model
Input Specs
image_tensor: uint8[1, 3, 224, 224]Completion Time
8/11/2024, 6:36:10 AM
Versions
- ONNX Runtime: 1.18.1
- QNN: v2.24.0.240626131148_96320
- Android: 13 (TP1A.220624.014)
- AI Hub: aihub-2024.08.01.0
Estimated Inference Time
0.64 ms
Estimated Peak Memory Usage
0 - 22 MB
Compute Units
NPU
42
| Stage | Time | Memory |
|---|---|---|
First App Load | 491 ms | 106-107 MB |
Subsequent App Load | 203 ms | 1-153 MB |
Inference | 0.64 ms | 0-22 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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