Upload Date | March 21 2023 10:00 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | samsung SM-S918U |
Model ID | samsung SM-S918U |
Motherboard | kalama |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3406 revision 0 |
Base Frequency | 2.02 GHz |
Cluster 1 | 3 Cores @ 2.02 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Cluster 3 | 1 Core @ 3.36 GHz |
Memory Information | |
---|---|
Size | 6.91 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
589
63.1 IPS |
|
Image Classification (F16)
|
100% |
589
63.1 IPS |
|
Image Classification (I8)
|
81% |
233
24.9 IPS |
|
Image Segmentation (F32)
|
100% |
940
5.81 IPS |
|
Image Segmentation (F16)
|
100% |
939
5.80 IPS |
|
Image Segmentation (I8)
|
89% |
1072
6.62 IPS |
|
Pose Estimation (F32)
|
100% |
416
1.68 IPS |
|
Pose Estimation (F16)
|
100% |
401
1.62 IPS |
|
Pose Estimation (I8)
|
80% |
306
1.24 IPS |
|
Object Detection (F32)
|
100% |
643
22.6 IPS |
|
Object Detection (F16)
|
100% |
643
22.6 IPS |
|
Object Detection (I8)
|
52% |
388
13.6 IPS |
|
Face Detection (F32)
|
100% |
1092
12.6 IPS |
|
Face Detection (F16)
|
100% |
1078
12.4 IPS |
|
Face Detection (I8)
|
75% |
695
7.98 IPS |
|
Text Classification (F32)
|
100% |
370
146.4 IPS |
|
Text Classification (F16)
|
100% |
409
161.7 IPS |
|
Machine Translation (F32)
|
100% |
1144
176.3 IPS |
|
Machine Translation (F16)
|
100% |
1135
175.0 IPS |