User | Mansur892 |
Upload Date | December 08 2022 08:21 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | samsung SM-A236E |
Model ID | samsung SM-A236E |
Motherboard | holi |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3393 revision 1 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.21 GHz |
Memory Information | |
---|---|
Size | 3.38 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
168
17.9 IPS |
|
Image Classification (F16)
|
100% |
117
12.5 IPS |
|
Image Classification (I8)
|
81% |
196
21.0 IPS |
|
Image Segmentation (F32)
|
100% |
424
2.62 IPS |
|
Image Segmentation (F16)
|
100% |
424
2.62 IPS |
|
Image Segmentation (I8)
|
89% |
646
3.99 IPS |
|
Pose Estimation (F32)
|
100% |
154
0.62 IPS |
|
Pose Estimation (F16)
|
100% |
154
0.62 IPS |
|
Pose Estimation (I8)
|
80% |
159
0.64 IPS |
|
Object Detection (F32)
|
100% |
204
7.16 IPS |
|
Object Detection (F16)
|
100% |
252
8.83 IPS |
|
Object Detection (I8)
|
52% |
281
9.85 IPS |
|
Face Detection (F32)
|
100% |
367
4.21 IPS |
|
Face Detection (F16)
|
100% |
332
3.81 IPS |
|
Face Detection (I8)
|
75% |
398
4.57 IPS |
|
Text Classification (F32)
|
100% |
281
111.1 IPS |
|
Text Classification (F16)
|
100% |
279
110.2 IPS |
|
Machine Translation (F32)
|
100% |
338
52.1 IPS |
|
Machine Translation (F16)
|
100% |
332
51.2 IPS |
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