Upload Date | April 13 2023 11:34 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% |
449
48.1 IPS |
|
Image Classification (F16)
|
100% |
486
52.1 IPS |
|
Image Classification (I8)
|
81% |
210
22.5 IPS |
|
Image Segmentation (F32)
|
100% |
919
5.68 IPS |
|
Image Segmentation (F16)
|
100% |
930
5.75 IPS |
|
Image Segmentation (I8)
|
89% |
1036
6.40 IPS |
|
Pose Estimation (F32)
|
100% |
358
1.45 IPS |
|
Pose Estimation (F16)
|
100% |
337
1.36 IPS |
|
Pose Estimation (I8)
|
80% |
290
1.17 IPS |
|
Object Detection (F32)
|
100% |
587
20.6 IPS |
|
Object Detection (F16)
|
100% |
590
20.7 IPS |
|
Object Detection (I8)
|
52% |
417
14.6 IPS |
|
Face Detection (F32)
|
100% |
998
11.5 IPS |
|
Face Detection (F16)
|
100% |
964
11.1 IPS |
|
Face Detection (I8)
|
75% |
680
7.81 IPS |
|
Text Classification (F32)
|
100% |
327
129.2 IPS |
|
Text Classification (F16)
|
100% |
347
137.3 IPS |
|
Machine Translation (F32)
|
100% |
936
144.3 IPS |
|
Machine Translation (F16)
|
100% |
927
142.9 IPS |