Upload Date | August 19 2024 12:22 PM |
Views | 1 |
System Information | |
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Operating System | Android 11 |
Model | samsung SM-S908E |
Model ID | samsung SM-S908E |
Motherboard | taro |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 1 part 529 revision 2 |
Base Frequency | 2.00 GHz |
Cluster 1 | 8 Cores @ 2.00 GHz |
Memory Information | |
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Size | 7.78 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
390
41.8 IPS |
|
Image Classification (F16)
|
100% |
406
43.5 IPS |
|
Image Classification (I8)
|
81% |
108
11.6 IPS |
|
Image Segmentation (F32)
|
100% |
438
2.71 IPS |
|
Image Segmentation (F16)
|
100% |
443
2.74 IPS |
|
Image Segmentation (I8)
|
89% |
197
1.21 IPS |
|
Pose Estimation (F32)
|
100% |
244
0.99 IPS |
|
Pose Estimation (F16)
|
100% |
243
0.98 IPS |
|
Pose Estimation (I8)
|
80% |
44
0.18 IPS |
|
Object Detection (F32)
|
100% |
554
19.5 IPS |
|
Object Detection (F16)
|
100% |
569
20.0 IPS |
|
Object Detection (I8)
|
52% |
160
5.60 IPS |
|
Face Detection (F32)
|
100% |
600
6.89 IPS |
|
Face Detection (F16)
|
100% |
591
6.79 IPS |
|
Face Detection (I8)
|
75% |
126
1.45 IPS |
|
Text Classification (F32)
|
100% |
455
179.8 IPS |
|
Text Classification (F16)
|
100% |
455
180.1 IPS |
|
Machine Translation (F32)
|
100% |
782
120.5 IPS |
|
Machine Translation (F16)
|
100% |
789
121.5 IPS |