Upload Date | May 27 2022 04:35 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 | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1317
141.1 IPS |
|
Image Classification (F16)
|
100% |
9085
973.5 IPS |
|
Image Classification (I8)
|
80% |
21071
2.26 KIPS |
|
Image Segmentation (F32)
|
100% |
2851
17.6 IPS |
|
Image Segmentation (F16)
|
100% |
8354
51.6 IPS |
|
Image Segmentation (I8)
|
89% |
41504
256.4 IPS |
|
Pose Estimation (F32)
|
100% |
620
2.51 IPS |
|
Pose Estimation (F16)
|
100% |
10387
42.0 IPS |
|
Pose Estimation (I8)
|
80% |
54845
221.9 IPS |
|
Object Detection (F32)
|
100% |
1031
36.2 IPS |
|
Object Detection (F16)
|
100% |
1794
63.0 IPS |
|
Object Detection (I8)
|
53% |
2007
70.4 IPS |
|
Face Detection (F32)
|
100% |
2028
23.3 IPS |
|
Face Detection (F16)
|
97% |
7046
80.9 IPS |
|
Face Detection (I8)
|
76% |
47287
543.3 IPS |
|
Text Classification (F32)
|
100% |
17
6.62 IPS |
|
Text Classification (F16)
|
100% |
807
319.2 IPS |
|
Machine Translation (F32)
|
100% |
1023
157.7 IPS |
|
Machine Translation (F16)
|
100% |
1020
157.2 IPS |