Upload Date | November 11 2023 03:43 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 14 |
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 | 6.89 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
596
63.9 IPS |
|
Image Classification (F16)
|
100% |
590
63.2 IPS |
|
Image Classification (I8)
|
81% |
233
25.0 IPS |
|
Image Segmentation (F32)
|
100% |
931
5.75 IPS |
|
Image Segmentation (F16)
|
100% |
921
5.69 IPS |
|
Image Segmentation (I8)
|
89% |
1087
6.72 IPS |
|
Pose Estimation (F32)
|
100% |
387
1.57 IPS |
|
Pose Estimation (F16)
|
100% |
365
1.48 IPS |
|
Pose Estimation (I8)
|
80% |
284
1.15 IPS |
|
Object Detection (F32)
|
100% |
541
19.0 IPS |
|
Object Detection (F16)
|
100% |
536
18.8 IPS |
|
Object Detection (I8)
|
52% |
384
13.5 IPS |
|
Face Detection (F32)
|
100% |
880
10.1 IPS |
|
Face Detection (F16)
|
100% |
832
9.56 IPS |
|
Face Detection (I8)
|
75% |
637
7.32 IPS |
|
Text Classification (F32)
|
100% |
292
115.3 IPS |
|
Text Classification (F16)
|
100% |
316
124.9 IPS |
|
Machine Translation (F32)
|
100% |
873
134.5 IPS |
|
Machine Translation (F16)
|
100% |
873
134.5 IPS |