Upload Date | March 28 2024 05:28 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | samsung SM-G780G |
Model ID | samsung SM-G780G |
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 | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1054
113.0 IPS |
|
Image Classification (F16)
|
100% |
1518
162.7 IPS |
|
Image Classification (I8)
|
80% |
1468
157.3 IPS |
|
Image Segmentation (F32)
|
100% |
2584
16.0 IPS |
|
Image Segmentation (F16)
|
100% |
4604
28.4 IPS |
|
Image Segmentation (I8)
|
89% |
3781
23.4 IPS |
|
Pose Estimation (F32)
|
100% |
1218
4.93 IPS |
|
Pose Estimation (F16)
|
100% |
2103
8.51 IPS |
|
Pose Estimation (I8)
|
80% |
2084
8.43 IPS |
|
Object Detection (F32)
|
100% |
779
27.3 IPS |
|
Object Detection (F16)
|
99% |
996
34.9 IPS |
|
Object Detection (I8)
|
53% |
794
27.9 IPS |
|
Face Detection (F32)
|
100% |
1882
21.6 IPS |
|
Face Detection (F16)
|
97% |
3451
39.7 IPS |
|
Face Detection (I8)
|
76% |
2796
32.1 IPS |
|
Text Classification (F32)
|
100% |
560
221.6 IPS |
|
Text Classification (F16)
|
98% |
554
219.2 IPS |
|
Machine Translation (F32)
|
100% |
549
84.6 IPS |
|
Machine Translation (F16)
|
100% |
551
84.9 IPS |