Upload Date | March 28 2023 12:43 PM |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
576
61.7 IPS |
|
Image Classification (F16)
|
100% |
579
62.0 IPS |
|
Image Classification (I8)
|
81% |
213
22.8 IPS |
|
Image Segmentation (F32)
|
100% |
914
5.65 IPS |
|
Image Segmentation (F16)
|
100% |
911
5.63 IPS |
|
Image Segmentation (I8)
|
89% |
1041
6.43 IPS |
|
Pose Estimation (F32)
|
100% |
388
1.57 IPS |
|
Pose Estimation (F16)
|
100% |
370
1.50 IPS |
|
Pose Estimation (I8)
|
80% |
295
1.19 IPS |
|
Object Detection (F32)
|
100% |
599
21.0 IPS |
|
Object Detection (F16)
|
100% |
606
21.3 IPS |
|
Object Detection (I8)
|
52% |
409
14.4 IPS |
|
Face Detection (F32)
|
100% |
1008
11.6 IPS |
|
Face Detection (F16)
|
100% |
1010
11.6 IPS |
|
Face Detection (I8)
|
75% |
692
7.95 IPS |
|
Text Classification (F32)
|
100% |
373
147.4 IPS |
|
Text Classification (F16)
|
100% |
382
151.1 IPS |
|
Machine Translation (F32)
|
100% |
1036
159.7 IPS |
|
Machine Translation (F16)
|
100% |
1032
159.0 IPS |