Upload Date | August 26 2024 05:33 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 13 |
Model | samsung SM-G7810 |
Model ID | samsung SM-G7810 |
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 | 7.44 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
912
97.7 IPS |
|
Image Classification (F16)
|
100% |
1498
160.5 IPS |
|
Image Classification (I8)
|
80% |
1304
139.7 IPS |
|
Image Segmentation (F32)
|
100% |
2311
14.3 IPS |
|
Image Segmentation (F16)
|
100% |
3978
24.6 IPS |
|
Image Segmentation (I8)
|
89% |
3733
23.1 IPS |
|
Pose Estimation (F32)
|
100% |
1196
4.84 IPS |
|
Pose Estimation (F16)
|
100% |
2056
8.32 IPS |
|
Pose Estimation (I8)
|
80% |
2039
8.25 IPS |
|
Object Detection (F32)
|
100% |
895
31.4 IPS |
|
Object Detection (F16)
|
99% |
1203
42.2 IPS |
|
Object Detection (I8)
|
53% |
1232
43.2 IPS |
|
Face Detection (F32)
|
100% |
1703
19.6 IPS |
|
Face Detection (F16)
|
97% |
2810
32.3 IPS |
|
Face Detection (I8)
|
76% |
2599
29.9 IPS |
|
Text Classification (F32)
|
100% |
471
186.2 IPS |
|
Text Classification (F16)
|
98% |
502
198.5 IPS |
|
Machine Translation (F32)
|
100% |
545
83.9 IPS |
|
Machine Translation (F16)
|
100% |
542
83.6 IPS |