User | bjoernt |
Upload Date | February 22 2023 09:41 PM |
Views | 2 |
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% |
494
53.0 IPS |
|
Image Classification (F16)
|
100% |
614
65.8 IPS |
|
Image Classification (I8)
|
81% |
220
23.5 IPS |
|
Image Segmentation (F32)
|
100% |
961
5.94 IPS |
|
Image Segmentation (F16)
|
100% |
953
5.89 IPS |
|
Image Segmentation (I8)
|
89% |
1086
6.71 IPS |
|
Pose Estimation (F32)
|
100% |
381
1.54 IPS |
|
Pose Estimation (F16)
|
100% |
376
1.52 IPS |
|
Pose Estimation (I8)
|
80% |
300
1.22 IPS |
|
Object Detection (F32)
|
100% |
638
22.4 IPS |
|
Object Detection (F16)
|
100% |
642
22.5 IPS |
|
Object Detection (I8)
|
52% |
405
14.2 IPS |
|
Face Detection (F32)
|
100% |
1022
11.7 IPS |
|
Face Detection (F16)
|
100% |
961
11.0 IPS |
|
Face Detection (I8)
|
75% |
688
7.91 IPS |
|
Text Classification (F32)
|
100% |
370
146.4 IPS |
|
Text Classification (F16)
|
100% |
374
147.9 IPS |
|
Machine Translation (F32)
|
100% |
1078
166.1 IPS |
|
Machine Translation (F16)
|
100% |
1066
164.3 IPS |