Upload Date | August 26 2024 05:26 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | samsung SM-F9160 |
Model ID | samsung SM-F9160 |
Motherboard | kona |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 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 @ 3.09 GHz |
Memory Information | |
---|---|
Size | 10.35 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
424
45.4 IPS |
|
Image Classification (F16)
|
100% |
426
45.7 IPS |
|
Image Classification (I8)
|
81% |
204
21.8 IPS |
|
Image Segmentation (F32)
|
100% |
612
3.78 IPS |
|
Image Segmentation (F16)
|
100% |
627
3.87 IPS |
|
Image Segmentation (I8)
|
89% |
833
5.14 IPS |
|
Pose Estimation (F32)
|
100% |
269
1.09 IPS |
|
Pose Estimation (F16)
|
100% |
273
1.10 IPS |
|
Pose Estimation (I8)
|
80% |
238
0.96 IPS |
|
Object Detection (F32)
|
100% |
457
16.0 IPS |
|
Object Detection (F16)
|
100% |
442
15.5 IPS |
|
Object Detection (I8)
|
52% |
331
11.6 IPS |
|
Face Detection (F32)
|
100% |
629
7.23 IPS |
|
Face Detection (F16)
|
100% |
629
7.22 IPS |
|
Face Detection (I8)
|
75% |
544
6.25 IPS |
|
Text Classification (F32)
|
100% |
359
141.9 IPS |
|
Text Classification (F16)
|
100% |
322
127.2 IPS |
|
Machine Translation (F32)
|
100% |
591
91.1 IPS |
|
Machine Translation (F16)
|
100% |
593
91.5 IPS |