Upload Date | June 11 2023 09:07 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 | 10.80 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
586
62.8 IPS |
|
Image Classification (F16)
|
100% |
581
62.2 IPS |
|
Image Classification (I8)
|
81% |
229
24.5 IPS |
|
Image Segmentation (F32)
|
100% |
929
5.74 IPS |
|
Image Segmentation (F16)
|
100% |
928
5.73 IPS |
|
Image Segmentation (I8)
|
89% |
1094
6.76 IPS |
|
Pose Estimation (F32)
|
100% |
420
1.70 IPS |
|
Pose Estimation (F16)
|
100% |
401
1.62 IPS |
|
Pose Estimation (I8)
|
80% |
306
1.24 IPS |
|
Object Detection (F32)
|
100% |
645
22.7 IPS |
|
Object Detection (F16)
|
100% |
646
22.7 IPS |
|
Object Detection (I8)
|
52% |
392
13.8 IPS |
|
Face Detection (F32)
|
100% |
1063
12.2 IPS |
|
Face Detection (F16)
|
100% |
1061
12.2 IPS |
|
Face Detection (I8)
|
75% |
687
7.89 IPS |
|
Text Classification (F32)
|
100% |
400
158.2 IPS |
|
Text Classification (F16)
|
100% |
374
147.9 IPS |
|
Machine Translation (F32)
|
100% |
1175
181.1 IPS |
|
Machine Translation (F16)
|
100% |
1111
171.2 IPS |