Upload Date | March 29 2023 05:18 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% |
579
62.1 IPS |
|
Image Classification (F16)
|
100% |
581
62.3 IPS |
|
Image Classification (I8)
|
81% |
455
48.7 IPS |
|
Image Segmentation (F32)
|
100% |
823
5.08 IPS |
|
Image Segmentation (F16)
|
100% |
822
5.08 IPS |
|
Image Segmentation (I8)
|
89% |
825
5.10 IPS |
|
Pose Estimation (F32)
|
100% |
284
1.15 IPS |
|
Pose Estimation (F16)
|
100% |
284
1.15 IPS |
|
Pose Estimation (I8)
|
80% |
142
0.57 IPS |
|
Object Detection (F32)
|
100% |
626
22.0 IPS |
|
Object Detection (F16)
|
100% |
617
21.7 IPS |
|
Object Detection (I8)
|
52% |
539
18.9 IPS |
|
Face Detection (F32)
|
100% |
807
9.27 IPS |
|
Face Detection (F16)
|
100% |
809
9.29 IPS |
|
Face Detection (I8)
|
75% |
626
7.19 IPS |
|
Text Classification (F32)
|
100% |
1137
449.7 IPS |
|
Text Classification (F16)
|
100% |
1183
468.0 IPS |
|
Machine Translation (F32)
|
100% |
1048
161.5 IPS |
|
Machine Translation (F16)
|
100% |
1052
162.2 IPS |