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Profile Job Results

Jobs
j56yr1ovp
Results Ready
Name
deeplabv3_resnet50
Target Device
  • SA8775P ADP
  • Android 14
  • Qualcomm® SA8775P
Creator
ai-hub-support@qti.qualcomm.com
Target Model
Input Specs
image: float32[1, 520, 520, 3]
Completion Time
11/26/2024, 3:27:03 PM
Options
--compute_unit gpu
Versions
  • TensorFlow Lite: 2.17.0
  • Android: 14 (UQ1A.240205.002)
  • Build ID: Snapdragon_Auto.HQX.4.5.6.0.r2-00011-STD.PROD-1.89321.2
  • AI Hub: aihub-2024.11.22.0
Estimated Inference Time
593 ms
Estimated Peak Memory Usage
22 ‑ 44 MB
Compute Units
GPU
98
CPU
2
StageTimeMemory
First App Load
37.6 s408‑414 MB
Subsequent App Load
1.81 s305‑330 MB
Inference
593 ms22‑44 MB
TensorFlow LiteValue
number_of_threads4
GPUv2 DelegateValue
inference_preferenceTFLITE_GPU_INFERENCE_PREFERENCE_SUSTAINED_SPEED
inference_priority1TFLITE_GPU_INFERENCE_PRIORITY_MIN_LATENCY
inference_priority2TFLITE_GPU_INFERENCE_PRIORITY_MIN_MEMORY_USAGE
inference_priority3TFLITE_GPU_INFERENCE_PRIORITY_MAX_PRECISION

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