Upload Date | July 16 2022 09:03 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Samsung Galaxy Tab S6 |
Model ID | samsung SM-T865 |
Motherboard | msmnile |
Governor | schedutil |
CPU Information | |
---|---|
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
735
78.7 IPS |
|
Image Classification (F16)
|
100% |
1330
142.5 IPS |
|
Image Classification (I8)
|
80% |
1176
126.0 IPS |
|
Image Segmentation (F32)
|
100% |
1800
11.1 IPS |
|
Image Segmentation (F16)
|
100% |
3192
19.7 IPS |
|
Image Segmentation (I8)
|
89% |
2814
17.4 IPS |
|
Pose Estimation (F32)
|
100% |
934
3.78 IPS |
|
Pose Estimation (F16)
|
100% |
1653
6.69 IPS |
|
Pose Estimation (I8)
|
80% |
1649
6.67 IPS |
|
Object Detection (F32)
|
100% |
325
11.4 IPS |
|
Object Detection (F16)
|
99% |
454
15.9 IPS |
|
Object Detection (I8)
|
53% |
445
15.6 IPS |
|
Face Detection (F32)
|
100% |
1483
17.0 IPS |
|
Face Detection (F16)
|
97% |
2360
27.1 IPS |
|
Face Detection (I8)
|
76% |
2110
24.2 IPS |
|
Text Classification (F32)
|
100% |
444
175.6 IPS |
|
Text Classification (F16)
|
98% |
446
176.2 IPS |
|
Machine Translation (F32)
|
100% |
309
47.6 IPS |
|
Machine Translation (F16)
|
100% |
316
48.8 IPS |