Upload Date | April 21 2022 09:13 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Samsung Galaxy S10 5G |
Model ID | samsung SM-G977U |
Motherboard | msmnile |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 7.21 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
705
75.6 IPS |
|
Image Classification (F16)
|
100% |
963
103.1 IPS |
|
Image Classification (I8)
|
80% |
2133
228.6 IPS |
|
Image Segmentation (F32)
|
100% |
802
4.95 IPS |
|
Image Segmentation (F16)
|
100% |
1009
6.23 IPS |
|
Image Segmentation (I8)
|
89% |
4691
29.0 IPS |
|
Pose Estimation (F32)
|
100% |
359
1.45 IPS |
|
Pose Estimation (F16)
|
100% |
866
3.50 IPS |
|
Pose Estimation (I8)
|
80% |
3288
13.3 IPS |
|
Object Detection (F32)
|
100% |
467
16.4 IPS |
|
Object Detection (F16)
|
100% |
601
21.1 IPS |
|
Object Detection (I8)
|
52% |
1001
35.1 IPS |
|
Face Detection (F32)
|
100% |
1066
12.2 IPS |
|
Face Detection (F16)
|
97% |
1354
15.6 IPS |
|
Face Detection (I8)
|
75% |
3640
41.8 IPS |
|
Text Classification (F32)
|
54% |
38
14.9 IPS |
|
Text Classification (F16)
|
54% |
36
14.3 IPS |
|
Machine Translation (F32)
|
100% |
441
67.9 IPS |
|
Machine Translation (F16)
|
100% |
444
68.4 IPS |