Upload Date | February 14 2023 03:43 AM |
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 | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
545
58.4 IPS |
|
Image Classification (F16)
|
100% |
517
55.4 IPS |
|
Image Classification (I8)
|
81% |
494
52.9 IPS |
|
Image Segmentation (F32)
|
100% |
785
4.85 IPS |
|
Image Segmentation (F16)
|
100% |
812
5.02 IPS |
|
Image Segmentation (I8)
|
89% |
907
5.60 IPS |
|
Pose Estimation (F32)
|
100% |
306
1.24 IPS |
|
Pose Estimation (F16)
|
100% |
300
1.21 IPS |
|
Pose Estimation (I8)
|
80% |
152
0.62 IPS |
|
Object Detection (F32)
|
100% |
595
20.9 IPS |
|
Object Detection (F16)
|
100% |
603
21.2 IPS |
|
Object Detection (I8)
|
52% |
563
19.8 IPS |
|
Face Detection (F32)
|
100% |
763
8.76 IPS |
|
Face Detection (F16)
|
100% |
767
8.81 IPS |
|
Face Detection (I8)
|
75% |
674
7.74 IPS |
|
Text Classification (F32)
|
100% |
1232
487.1 IPS |
|
Text Classification (F16)
|
100% |
1240
490.5 IPS |
|
Machine Translation (F32)
|
100% |
1073
165.4 IPS |
|
Machine Translation (F16)
|
100% |
1061
163.5 IPS |