Upload Date | March 19 2023 01:52 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Samsung Galaxy S20 FE 5G |
Model ID | samsung SM-G781U |
Motherboard | kona |
Governor | schedutil |
CPU Information | |
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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 @ 2.84 GHz |
Memory Information | |
---|---|
Size | 5.50 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
619
66.3 IPS |
|
Image Classification (F16)
|
100% |
1038
111.2 IPS |
|
Image Classification (I8)
|
80% |
2163
231.7 IPS |
|
Image Segmentation (F32)
|
100% |
930
5.75 IPS |
|
Image Segmentation (F16)
|
100% |
1118
6.91 IPS |
|
Image Segmentation (I8)
|
89% |
3513
21.7 IPS |
|
Pose Estimation (F32)
|
100% |
408
1.65 IPS |
|
Pose Estimation (F16)
|
100% |
1583
6.40 IPS |
|
Pose Estimation (I8)
|
80% |
5698
23.1 IPS |
|
Object Detection (F32)
|
100% |
669
23.5 IPS |
|
Object Detection (F16)
|
100% |
977
34.3 IPS |
|
Object Detection (I8)
|
52% |
1339
47.0 IPS |
|
Face Detection (F32)
|
100% |
1293
14.9 IPS |
|
Face Detection (F16)
|
97% |
1695
19.5 IPS |
|
Face Detection (I8)
|
75% |
5176
59.5 IPS |
|
Text Classification (F32)
|
54% |
24
9.46 IPS |
|
Text Classification (F16)
|
54% |
23
9.03 IPS |
|
Machine Translation (F32)
|
100% |
548
84.4 IPS |
|
Machine Translation (F16)
|
100% |
554
85.4 IPS |