Upload Date | May 19 2023 12:47 AM |
Views | 133 |
System Information | |
---|---|
Operating System | Android 13 |
Model | samsung SM-S919O |
Model ID | samsung SM-S919O |
Motherboard | s5e9935 |
Governor | energy_aware |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 9 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3406 revision 0 |
Base Frequency | 1.82 GHz |
Cluster 1 | 4 Cores @ 1.82 GHz |
Cluster 2 | 4 Cores @ 2.59 GHz |
Cluster 3 | 1 Core @ 2.60 GHz |
Memory Information | |
---|---|
Size | 6.66 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
524
56.2 IPS |
|
Image Classification (F16)
|
100% |
528
56.6 IPS |
|
Image Classification (I8)
|
81% |
168
18.0 IPS |
|
Image Segmentation (F32)
|
100% |
761
4.70 IPS |
|
Image Segmentation (F16)
|
100% |
768
4.75 IPS |
|
Image Segmentation (I8)
|
89% |
855
5.28 IPS |
|
Pose Estimation (F32)
|
100% |
361
1.46 IPS |
|
Pose Estimation (F16)
|
100% |
337
1.36 IPS |
|
Pose Estimation (I8)
|
80% |
262
1.06 IPS |
|
Object Detection (F32)
|
100% |
541
19.0 IPS |
|
Object Detection (F16)
|
100% |
545
19.1 IPS |
|
Object Detection (I8)
|
52% |
292
10.3 IPS |
|
Face Detection (F32)
|
100% |
906
10.4 IPS |
|
Face Detection (F16)
|
100% |
868
9.97 IPS |
|
Face Detection (I8)
|
75% |
485
5.57 IPS |
|
Text Classification (F32)
|
100% |
361
142.8 IPS |
|
Text Classification (F16)
|
100% |
361
142.9 IPS |
|
Machine Translation (F32)
|
100% |
952
146.8 IPS |
|
Machine Translation (F16)
|
100% |
953
146.8 IPS |