Upload Date | April 04 2023 02:26 AM |
Views | 1 |
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 | 10.80 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
554
59.4 IPS |
|
Image Classification (F16)
|
100% |
548
58.7 IPS |
|
Image Classification (I8)
|
81% |
501
53.6 IPS |
|
Image Segmentation (F32)
|
100% |
843
5.21 IPS |
|
Image Segmentation (F16)
|
100% |
845
5.22 IPS |
|
Image Segmentation (I8)
|
89% |
885
5.47 IPS |
|
Pose Estimation (F32)
|
100% |
308
1.25 IPS |
|
Pose Estimation (F16)
|
100% |
303
1.22 IPS |
|
Pose Estimation (I8)
|
80% |
148
0.60 IPS |
|
Object Detection (F32)
|
100% |
610
21.4 IPS |
|
Object Detection (F16)
|
100% |
601
21.1 IPS |
|
Object Detection (I8)
|
52% |
585
20.5 IPS |
|
Face Detection (F32)
|
100% |
805
9.25 IPS |
|
Face Detection (F16)
|
100% |
815
9.37 IPS |
|
Face Detection (I8)
|
75% |
665
7.64 IPS |
|
Text Classification (F32)
|
100% |
1191
470.9 IPS |
|
Text Classification (F16)
|
100% |
1213
479.7 IPS |
|
Machine Translation (F32)
|
100% |
1129
173.9 IPS |
|
Machine Translation (F16)
|
100% |
1100
169.6 IPS |