Upload Date | June 07 2023 02:47 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 13 |
Model | samsung SM-S918U |
Model ID | samsung SM-S918U |
Motherboard | kalama |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3406 revision 0 |
Base Frequency | 2.02 GHz |
Cluster 1 | 3 Cores @ 2.02 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Cluster 3 | 1 Core @ 3.36 GHz |
Memory Information | |
---|---|
Size | 6.91 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
554
59.4 IPS |
|
Image Classification (F16)
|
100% |
552
59.1 IPS |
|
Image Classification (I8)
|
81% |
484
51.9 IPS |
|
Image Segmentation (F32)
|
100% |
825
5.09 IPS |
|
Image Segmentation (F16)
|
100% |
782
4.83 IPS |
|
Image Segmentation (I8)
|
89% |
819
5.06 IPS |
|
Pose Estimation (F32)
|
100% |
306
1.24 IPS |
|
Pose Estimation (F16)
|
100% |
291
1.18 IPS |
|
Pose Estimation (I8)
|
80% |
144
0.58 IPS |
|
Object Detection (F32)
|
100% |
612
21.5 IPS |
|
Object Detection (F16)
|
100% |
610
21.4 IPS |
|
Object Detection (I8)
|
52% |
569
20.0 IPS |
|
Face Detection (F32)
|
100% |
821
9.43 IPS |
|
Face Detection (F16)
|
100% |
789
9.07 IPS |
|
Face Detection (I8)
|
75% |
641
7.36 IPS |
|
Text Classification (F32)
|
100% |
1147
453.7 IPS |
|
Text Classification (F16)
|
100% |
1163
460.0 IPS |
|
Machine Translation (F32)
|
100% |
1067
164.4 IPS |
|
Machine Translation (F16)
|
100% |
1072
165.2 IPS |