Upload Date | December 09 2022 05:53 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 10 |
Model | Samsung Galaxy Tab S6 |
Model ID | samsung SM-T860 |
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 | 5.32 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
747
80.0 IPS |
|
Image Classification (F16)
|
100% |
1303
139.6 IPS |
|
Image Classification (I8)
|
80% |
1195
128.1 IPS |
|
Image Segmentation (F32)
|
100% |
1886
11.6 IPS |
|
Image Segmentation (F16)
|
100% |
3348
20.7 IPS |
|
Image Segmentation (I8)
|
89% |
3139
19.4 IPS |
|
Pose Estimation (F32)
|
100% |
932
3.77 IPS |
|
Pose Estimation (F16)
|
100% |
1658
6.71 IPS |
|
Pose Estimation (I8)
|
80% |
1658
6.71 IPS |
|
Object Detection (F32)
|
100% |
411
14.4 IPS |
|
Object Detection (F16)
|
99% |
526
18.5 IPS |
|
Object Detection (I8)
|
53% |
477
16.7 IPS |
|
Face Detection (F32)
|
100% |
1555
17.9 IPS |
|
Face Detection (F16)
|
97% |
2511
28.9 IPS |
|
Face Detection (I8)
|
76% |
2269
26.1 IPS |
|
Text Classification (F32)
|
100% |
505
199.5 IPS |
|
Text Classification (F16)
|
98% |
522
206.3 IPS |
|
Machine Translation (F32)
|
100% |
431
66.4 IPS |
|
Machine Translation (F16)
|
100% |
419
64.6 IPS |