Upload Date | June 11 2023 09:11 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 | 10.80 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
552
59.1 IPS |
|
Image Classification (F16)
|
100% |
553
59.3 IPS |
|
Image Classification (I8)
|
81% |
523
56.0 IPS |
|
Image Segmentation (F32)
|
100% |
843
5.21 IPS |
|
Image Segmentation (F16)
|
100% |
845
5.22 IPS |
|
Image Segmentation (I8)
|
89% |
912
5.63 IPS |
|
Pose Estimation (F32)
|
100% |
326
1.32 IPS |
|
Pose Estimation (F16)
|
100% |
322
1.30 IPS |
|
Pose Estimation (I8)
|
80% |
152
0.61 IPS |
|
Object Detection (F32)
|
100% |
620
21.8 IPS |
|
Object Detection (F16)
|
100% |
612
21.5 IPS |
|
Object Detection (I8)
|
52% |
594
20.9 IPS |
|
Face Detection (F32)
|
100% |
829
9.52 IPS |
|
Face Detection (F16)
|
100% |
813
9.34 IPS |
|
Face Detection (I8)
|
75% |
695
7.98 IPS |
|
Text Classification (F32)
|
100% |
1229
486.1 IPS |
|
Text Classification (F16)
|
100% |
1257
497.1 IPS |
|
Machine Translation (F32)
|
100% |
1130
174.2 IPS |
|
Machine Translation (F16)
|
100% |
1109
171.0 IPS |