Upload Date | June 07 2023 03:40 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 | 6.91 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
570
61.0 IPS |
|
Image Classification (F16)
|
100% |
442
47.4 IPS |
|
Image Classification (I8)
|
81% |
484
51.8 IPS |
|
Image Segmentation (F32)
|
100% |
838
5.18 IPS |
|
Image Segmentation (F16)
|
100% |
831
5.14 IPS |
|
Image Segmentation (I8)
|
89% |
849
5.25 IPS |
|
Pose Estimation (F32)
|
100% |
302
1.22 IPS |
|
Pose Estimation (F16)
|
100% |
299
1.21 IPS |
|
Pose Estimation (I8)
|
80% |
141
0.57 IPS |
|
Object Detection (F32)
|
100% |
605
21.2 IPS |
|
Object Detection (F16)
|
100% |
609
21.4 IPS |
|
Object Detection (I8)
|
52% |
563
19.7 IPS |
|
Face Detection (F32)
|
100% |
823
9.46 IPS |
|
Face Detection (F16)
|
100% |
825
9.48 IPS |
|
Face Detection (I8)
|
75% |
636
7.31 IPS |
|
Text Classification (F32)
|
100% |
1166
461.1 IPS |
|
Text Classification (F16)
|
100% |
1165
460.8 IPS |
|
Machine Translation (F32)
|
100% |
1091
168.2 IPS |
|
Machine Translation (F16)
|
100% |
1072
165.3 IPS |