Upload Date | August 13 2023 06:57 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Samsung Galaxy Tab A7 |
Model ID | samsung SM-T500 |
Motherboard | bengal |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 10 part 2048 revision 2 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 4 Cores @ 2.02 GHz |
Memory Information | |
---|---|
Size | 2.64 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
84
9.04 IPS |
|
Image Classification (F16)
|
100% |
87
9.31 IPS |
|
Image Classification (I8)
|
81% |
108
11.6 IPS |
|
Image Segmentation (F32)
|
100% |
181
1.12 IPS |
|
Image Segmentation (F16)
|
100% |
180
1.11 IPS |
|
Image Segmentation (I8)
|
89% |
412
2.55 IPS |
|
Pose Estimation (F32)
|
100% |
65
0.26 IPS |
|
Pose Estimation (F16)
|
100% |
59
0.24 IPS |
|
Pose Estimation (I8)
|
80% |
123
0.50 IPS |
|
Object Detection (F32)
|
100% |
147
5.16 IPS |
|
Object Detection (F16)
|
100% |
151
5.30 IPS |
|
Object Detection (I8)
|
52% |
234
8.22 IPS |
|
Face Detection (F32)
|
100% |
178
2.04 IPS |
|
Face Detection (F16)
|
100% |
181
2.08 IPS |
|
Face Detection (I8)
|
75% |
415
4.77 IPS |
|
Text Classification (F32)
|
100% |
114
45.1 IPS |
|
Text Classification (F16)
|
100% |
114
45.2 IPS |
|
Machine Translation (F32)
|
100% |
97
15.0 IPS |
|
Machine Translation (F16)
|
100% |
100
15.4 IPS |