Profile Job Results
Jobs
jgn64d3k5
Results Ready
Name
convnext_tiny_w8a8_quantized
Target Device
- Snapdragon X Elite CRD
- Windows 11
- Snapdragon® X Elite | SC8380XP
Creator
ai-hub-support@qti.qualcomm.com
Target Model
Input Specs
image_tensor: uint8[1, 3, 224, 224]Completion Time
1/8/2025, 10:15:00 AM
Versions
- ONNX Runtime: 1.20.1
- QNN: v2.28.2.241116104011_103376
- Windows: Windows 11 (26100)
- Build ID: APSS.WP_HA.1.0.c90-07350-SC8380XPSRSFNWZA-2
- AI Hub: aihub-2025.01.04.0
Estimated Inference Time
28.7 ms
Estimated Peak Memory Usage
34 MB
Compute Units
NPU
324
CPU
27
| Stage | Time | Memory |
|---|---|---|
First App Load | 1.55 min | 882 MB |
Subsequent App Load | 1.90 s | 55 MB |
Inference | 28.7 ms | 34 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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