Profile Job Results
Jobs
jqpyydvrp
Results Ready
Name
xlsr_quantized
Target Device
- QCS8250 (Proxy)
- Android 12
- Qualcomm® QCS8250
Creator
ai-hub-support@qti.qualcomm.com
Target Model
Input Specs
image: uint8[1, 128, 128, 3]Completion Time
8/27/2024, 6:47:59 AM
Versions
- TensorFlow Lite: 2.16.1
- Android: 11 (RP1A.200720.012)
- AI Hub: aihub-2024.08.23.0
Estimated Inference Time
16.4 ms
Estimated Peak Memory Usage
6 - 12 MB
Compute Units
GPU
9
CPU
5
NPU
5
| Stage | Time | Memory |
|---|---|---|
First App Load | 935 ms | 13-14 MB |
Subsequent App Load | 149 ms | 0-13 MB |
Inference | 16.4 ms | 6-12 MB |
| TensorFlow Lite | Value |
|---|---|
| number_of_threads | 4 |
| NNAPI Delegate | Value |
|---|---|
| accelerator_name | "qti-dsp" |
| execution_preference | kSustainedSpeed |
| allow_fp16 | true |
| GPUv2 Delegate | Value |
|---|---|
| inference_preference | TFLITE_GPU_INFERENCE_PREFERENCE_SUSTAINED_SPEED |
| inference_priority1 | TFLITE_GPU_INFERENCE_PRIORITY_MIN_LATENCY |
| inference_priority2 | TFLITE_GPU_INFERENCE_PRIORITY_MIN_MEMORY_USAGE |
| inference_priority3 | TFLITE_GPU_INFERENCE_PRIORITY_MAX_PRECISION |
| XNNPACK Delegate | Value |
|---|
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