Profile Job Results
Jobs
jp147d88p
Results Ready
Name
yolov7_quantized
Target Device
- Snapdragon X Elite CRD
- Windows 11
- Snapdragon® X Elite | SC8380XP
Creator
ai-hub-support@qti.qualcomm.com
Input Specs
image: uint8[1, 3, 640, 640]Completion Time
11/26/2024, 3:42:06 PM
Versions
- ONNX Runtime: 1.19.2
- QNN: v2.28.2.241116104011_103376
- Windows: Windows 11 (26100)
- Build ID: APSS.WP_HA.1.0.c90-07350-SC8380XPSRSFNWZA-2
- AI Hub: aihub-2024.11.22.0
Estimated Inference Time
164 ms
Estimated Peak Memory Usage
58 MB
Compute Units
NPU
415
CPU
58
| Stage | Time | Memory |
|---|---|---|
First App Load | 14.3 min | 2 GB |
Subsequent App Load | 2.01 s | 69 MB |
Inference | 164 ms | 58 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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