Upload Date | February 27 2023 12:34 AM |
Views | 3 |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
598
64.1 IPS |
|
Image Classification (F16)
|
100% |
592
63.4 IPS |
|
Image Classification (I8)
|
81% |
226
24.3 IPS |
|
Image Segmentation (F32)
|
100% |
920
5.68 IPS |
|
Image Segmentation (F16)
|
100% |
918
5.67 IPS |
|
Image Segmentation (I8)
|
89% |
1081
6.68 IPS |
|
Pose Estimation (F32)
|
100% |
393
1.59 IPS |
|
Pose Estimation (F16)
|
100% |
370
1.50 IPS |
|
Pose Estimation (I8)
|
80% |
299
1.21 IPS |
|
Object Detection (F32)
|
100% |
646
22.7 IPS |
|
Object Detection (F16)
|
100% |
636
22.3 IPS |
|
Object Detection (I8)
|
52% |
429
15.0 IPS |
|
Face Detection (F32)
|
100% |
1052
12.1 IPS |
|
Face Detection (F16)
|
100% |
1050
12.1 IPS |
|
Face Detection (I8)
|
75% |
694
7.97 IPS |
|
Text Classification (F32)
|
100% |
370
146.2 IPS |
|
Text Classification (F16)
|
100% |
369
146.0 IPS |
|
Machine Translation (F32)
|
100% |
1084
167.1 IPS |
|
Machine Translation (F16)
|
100% |
1067
164.4 IPS |