User | mrcrunch08 |
Upload Date | April 23 2023 06:04 PM |
Views | 2 |
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% |
558
59.8 IPS |
|
Image Classification (F16)
|
100% |
558
59.8 IPS |
|
Image Classification (I8)
|
81% |
510
54.6 IPS |
|
Image Segmentation (F32)
|
100% |
839
5.18 IPS |
|
Image Segmentation (F16)
|
100% |
840
5.19 IPS |
|
Image Segmentation (I8)
|
89% |
906
5.59 IPS |
|
Pose Estimation (F32)
|
100% |
314
1.27 IPS |
|
Pose Estimation (F16)
|
100% |
309
1.25 IPS |
|
Pose Estimation (I8)
|
80% |
148
0.60 IPS |
|
Object Detection (F32)
|
100% |
610
21.4 IPS |
|
Object Detection (F16)
|
100% |
604
21.2 IPS |
|
Object Detection (I8)
|
52% |
576
20.2 IPS |
|
Face Detection (F32)
|
100% |
820
9.42 IPS |
|
Face Detection (F16)
|
100% |
815
9.36 IPS |
|
Face Detection (I8)
|
75% |
675
7.75 IPS |
|
Text Classification (F32)
|
100% |
1189
470.1 IPS |
|
Text Classification (F16)
|
100% |
1219
482.1 IPS |
|
Machine Translation (F32)
|
100% |
1106
170.4 IPS |
|
Machine Translation (F16)
|
100% |
1096
168.9 IPS |