Profile Job Results
Jobs
jgz38o2o5
Results Ready
Name
resnet18
Target Device
- Snapdragon 8 Elite QRD
- Android 15
- Snapdragon® 8 Elite | SM8750
Creator
ai-hub-support@qti.qualcomm.com
Target Model
Input Specs
image_tensor
: float32[1, 3, 224, 224]Completion Time
11/26/2024, 11:16:44 AM
Versions
- ONNX Runtime: 1.19.2
- QNN: v2.28.2.241116104011_103376
- Android: 15 (AQ3A.240829.003)
- Build ID: Pakala.LA.1.0.r1-01032-STD.PROD-1
- AI Hub: aihub-2024.11.22.0
Estimated Inference Time
973 μs
Estimated Peak Memory Usage
0 ‑ 16 MB
Compute Units
NPU
55
Stage | Time | Memory |
---|---|---|
First App Load | 1.17 s | 327‑335 MB |
Subsequent App Load | 87.3 ms | 116‑134 MB |
Inference | 973 μs | 0‑16 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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