Upload Date | February 27 2022 04:14 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | samsung SM-S901U |
Model ID | samsung SM-S901U |
Motherboard | taro |
Governor | walt |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 2 part 3400 revision 0 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.50 GHz |
Cluster 3 | 1 Core @ 3.00 GHz |
Memory Information | |
---|---|
Size | 7.05 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
335
35.9 IPS |
|
Image Classification (F16)
|
100% |
342
36.6 IPS |
|
Image Classification (I8)
|
81% |
181
19.4 IPS |
|
Image Segmentation (F32)
|
100% |
518
3.20 IPS |
|
Image Segmentation (F16)
|
100% |
535
3.31 IPS |
|
Image Segmentation (I8)
|
89% |
614
3.79 IPS |
|
Pose Estimation (F32)
|
100% |
233
0.94 IPS |
|
Pose Estimation (F16)
|
100% |
225
0.91 IPS |
|
Pose Estimation (I8)
|
80% |
161
0.65 IPS |
|
Object Detection (F32)
|
100% |
338
11.9 IPS |
|
Object Detection (F16)
|
100% |
286
10.0 IPS |
|
Object Detection (I8)
|
52% |
223
7.82 IPS |
|
Face Detection (F32)
|
100% |
490
5.63 IPS |
|
Face Detection (F16)
|
100% |
493
5.67 IPS |
|
Face Detection (I8)
|
75% |
375
4.31 IPS |
|
Text Classification (F32)
|
100% |
236
93.4 IPS |
|
Text Classification (F16)
|
100% |
264
104.5 IPS |
|
Machine Translation (F32)
|
100% |
608
93.7 IPS |
|
Machine Translation (F16)
|
100% |
609
93.9 IPS |