Upload Date | November 13 2024 08:26 AM |
Views | 1 |
System Information | |
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Operating System | Android 11 |
Model | Sony Xperia 1 |
Model ID | Sony J9110 |
Motherboard | msmnile |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
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Size | 5.36 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
628
67.3 IPS |
|
Image Classification (F16)
|
100% |
790
84.7 IPS |
|
Image Classification (I8)
|
80% |
2245
240.5 IPS |
|
Image Segmentation (F32)
|
100% |
714
4.41 IPS |
|
Image Segmentation (F16)
|
100% |
746
4.61 IPS |
|
Image Segmentation (I8)
|
89% |
4386
27.1 IPS |
|
Pose Estimation (F32)
|
100% |
356
1.44 IPS |
|
Pose Estimation (F16)
|
100% |
843
3.41 IPS |
|
Pose Estimation (I8)
|
80% |
3271
13.2 IPS |
|
Object Detection (F32)
|
100% |
372
13.1 IPS |
|
Object Detection (F16)
|
100% |
471
16.5 IPS |
|
Object Detection (I8)
|
52% |
875
30.7 IPS |
|
Face Detection (F32)
|
100% |
818
9.40 IPS |
|
Face Detection (F16)
|
97% |
1206
13.9 IPS |
|
Face Detection (I8)
|
75% |
3068
35.3 IPS |
|
Text Classification (F32)
|
54% |
16
6.46 IPS |
|
Text Classification (F16)
|
54% |
13
5.28 IPS |
|
Machine Translation (F32)
|
100% |
438
67.5 IPS |
|
Machine Translation (F16)
|
100% |
443
68.3 IPS |