User | vikarti |
Upload Date | September 14 2024 06:27 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 14 |
Model | samsung SM-F926B |
Model ID | samsung SM-F926B |
Motherboard | lahaina |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM SM8350 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3396 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 11.09 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
560
60.0 IPS |
|
Image Classification (F16)
|
100% |
1132
121.3 IPS |
|
Image Classification (I8)
|
79% |
4256
456.0 IPS |
|
Image Segmentation (F32)
|
100% |
1563
9.65 IPS |
|
Image Segmentation (F16)
|
100% |
2941
18.2 IPS |
|
Image Segmentation (I8)
|
89% |
9085
56.1 IPS |
|
Pose Estimation (F32)
|
100% |
574
2.32 IPS |
|
Pose Estimation (F16)
|
100% |
1983
8.02 IPS |
|
Pose Estimation (I8)
|
80% |
25266
102.2 IPS |
|
Object Detection (F32)
|
100% |
897
31.5 IPS |
|
Object Detection (F16)
|
100% |
1193
41.9 IPS |
|
Object Detection (I8)
|
56% |
1710
60.0 IPS |
|
Face Detection (F32)
|
100% |
1649
18.9 IPS |
|
Face Detection (F16)
|
97% |
2645
30.4 IPS |
|
Face Detection (I8)
|
76% |
22474
258.2 IPS |
|
Text Classification (F32)
|
100% |
15
6.04 IPS |
|
Text Classification (F16)
|
100% |
301
119.2 IPS |
|
Machine Translation (F32)
|
100% |
700
107.9 IPS |
|
Machine Translation (F16)
|
100% |
710
109.5 IPS |