Upload Date | May 31 2023 04:03 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Samsung Galaxy Tab S7+ |
Model ID | samsung SM-T970 |
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 @ 3.09 GHz |
Memory Information | |
---|---|
Size | 7.44 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
675
72.3 IPS |
|
Image Classification (F16)
|
100% |
1090
116.8 IPS |
|
Image Classification (I8)
|
80% |
1228
131.5 IPS |
|
Image Segmentation (F32)
|
100% |
966
5.97 IPS |
|
Image Segmentation (F16)
|
100% |
1279
7.90 IPS |
|
Image Segmentation (I8)
|
89% |
3240
20.0 IPS |
|
Pose Estimation (F32)
|
100% |
455
1.84 IPS |
|
Pose Estimation (F16)
|
100% |
1670
6.76 IPS |
|
Pose Estimation (I8)
|
80% |
5453
22.1 IPS |
|
Object Detection (F32)
|
100% |
662
23.2 IPS |
|
Object Detection (F16)
|
100% |
841
29.5 IPS |
|
Object Detection (I8)
|
52% |
1121
39.3 IPS |
|
Face Detection (F32)
|
100% |
1018
11.7 IPS |
|
Face Detection (F16)
|
97% |
1189
13.7 IPS |
|
Face Detection (I8)
|
75% |
4038
46.4 IPS |
|
Text Classification (F32)
|
54% |
12
4.66 IPS |
|
Text Classification (F16)
|
54% |
11
4.49 IPS |
|
Machine Translation (F32)
|
100% |
567
87.4 IPS |
|
Machine Translation (F16)
|
100% |
565
87.0 IPS |