Upload Date | January 19 2022 08:45 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 11 |
Model | samsung SM-A525F |
Model ID | samsung SM-A525F |
Motherboard | atoll |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 15 part 2052 revision 15 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.32 GHz |
Memory Information | |
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Size | 5.37 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
64
6.87 IPS |
|
Image Classification (F16)
|
100% |
55
5.89 IPS |
|
Image Classification (I8)
|
81% |
180
19.3 IPS |
|
Image Segmentation (F32)
|
100% |
193
1.20 IPS |
|
Image Segmentation (F16)
|
100% |
194
1.20 IPS |
|
Image Segmentation (I8)
|
89% |
581
3.59 IPS |
|
Pose Estimation (F32)
|
100% |
135
0.55 IPS |
|
Pose Estimation (F16)
|
100% |
130
0.52 IPS |
|
Pose Estimation (I8)
|
80% |
145
0.59 IPS |
|
Object Detection (F32)
|
100% |
96
3.35 IPS |
|
Object Detection (F16)
|
100% |
94
3.30 IPS |
|
Object Detection (I8)
|
52% |
258
9.07 IPS |
|
Face Detection (F32)
|
100% |
166
1.91 IPS |
|
Face Detection (F16)
|
100% |
161
1.84 IPS |
|
Face Detection (I8)
|
75% |
418
4.80 IPS |
|
Text Classification (F32)
|
100% |
293
115.9 IPS |
|
Text Classification (F16)
|
100% |
289
114.3 IPS |
|
Machine Translation (F32)
|
100% |
227
35.0 IPS |
|
Machine Translation (F16)
|
100% |
228
35.1 IPS |