Upload Date | February 17 2023 06:03 PM |
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 | 10.80 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
608
65.1 IPS |
|
Image Classification (F16)
|
100% |
602
64.5 IPS |
|
Image Classification (I8)
|
81% |
229
24.5 IPS |
|
Image Segmentation (F32)
|
100% |
992
6.13 IPS |
|
Image Segmentation (F16)
|
100% |
972
6.00 IPS |
|
Image Segmentation (I8)
|
89% |
1085
6.70 IPS |
|
Pose Estimation (F32)
|
100% |
400
1.62 IPS |
|
Pose Estimation (F16)
|
100% |
381
1.54 IPS |
|
Pose Estimation (I8)
|
80% |
303
1.23 IPS |
|
Object Detection (F32)
|
100% |
637
22.3 IPS |
|
Object Detection (F16)
|
100% |
637
22.4 IPS |
|
Object Detection (I8)
|
52% |
394
13.8 IPS |
|
Face Detection (F32)
|
100% |
1070
12.3 IPS |
|
Face Detection (F16)
|
100% |
1052
12.1 IPS |
|
Face Detection (I8)
|
75% |
696
8.00 IPS |
|
Text Classification (F32)
|
100% |
374
147.9 IPS |
|
Text Classification (F16)
|
100% |
370
146.4 IPS |
|
Machine Translation (F32)
|
100% |
1094
168.6 IPS |
|
Machine Translation (F16)
|
100% |
1087
167.6 IPS |