Upload Date | November 13 2024 09:07 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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
223
23.9 IPS |
|
Image Classification (F16)
|
100% |
212
22.7 IPS |
|
Image Classification (I8)
|
81% |
170
18.2 IPS |
|
Image Segmentation (F32)
|
100% |
350
2.16 IPS |
|
Image Segmentation (F16)
|
100% |
357
2.21 IPS |
|
Image Segmentation (I8)
|
89% |
545
3.37 IPS |
|
Pose Estimation (F32)
|
100% |
161
0.65 IPS |
|
Pose Estimation (F16)
|
100% |
151
0.61 IPS |
|
Pose Estimation (I8)
|
80% |
107
0.43 IPS |
|
Object Detection (F32)
|
100% |
181
6.35 IPS |
|
Object Detection (F16)
|
100% |
170
5.97 IPS |
|
Object Detection (I8)
|
52% |
192
6.76 IPS |
|
Face Detection (F32)
|
100% |
368
4.22 IPS |
|
Face Detection (F16)
|
100% |
375
4.31 IPS |
|
Face Detection (I8)
|
75% |
294
3.38 IPS |
|
Text Classification (F32)
|
100% |
212
84.0 IPS |
|
Text Classification (F16)
|
100% |
215
85.0 IPS |
|
Machine Translation (F32)
|
100% |
303
46.8 IPS |
|
Machine Translation (F16)
|
100% |
301
46.4 IPS |