Upload Date | August 10 2022 12:30 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 12 |
Model | samsung SM-S901U |
Model ID | samsung SM-S901U |
Motherboard | taro |
Governor | walt |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 2 part 3400 revision 0 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.50 GHz |
Cluster 3 | 1 Core @ 3.00 GHz |
Memory Information | |
---|---|
Size | 7.05 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
717
76.8 IPS |
|
Image Classification (F16)
|
100% |
1021
109.4 IPS |
|
Image Classification (I8)
|
80% |
913
97.8 IPS |
|
Image Segmentation (F32)
|
100% |
1697
10.5 IPS |
|
Image Segmentation (F16)
|
100% |
2960
18.3 IPS |
|
Image Segmentation (I8)
|
89% |
3043
18.8 IPS |
|
Pose Estimation (F32)
|
100% |
815
3.30 IPS |
|
Pose Estimation (F16)
|
100% |
1389
5.62 IPS |
|
Pose Estimation (I8)
|
80% |
1417
5.73 IPS |
|
Object Detection (F32)
|
100% |
364
12.8 IPS |
|
Object Detection (F16)
|
99% |
498
17.5 IPS |
|
Object Detection (I8)
|
53% |
447
15.7 IPS |
|
Face Detection (F32)
|
100% |
1185
13.6 IPS |
|
Face Detection (F16)
|
97% |
2378
27.3 IPS |
|
Face Detection (I8)
|
75% |
2120
24.4 IPS |
|
Text Classification (F32)
|
100% |
372
147.0 IPS |
|
Text Classification (F16)
|
98% |
438
173.2 IPS |
|
Machine Translation (F32)
|
100% |
688
106.0 IPS |
|
Machine Translation (F16)
|
100% |
690
106.3 IPS |