| Upload Date | June 07 2023 02:54 PM |
| Views | 4 |
| 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% |
582
62.3 IPS |
|
|
Image Classification (F16)
|
100% |
581
62.2 IPS |
|
|
Image Classification (I8)
|
81% |
225
24.1 IPS |
|
|
Image Segmentation (F32)
|
100% |
917
5.67 IPS |
|
|
Image Segmentation (F16)
|
100% |
916
5.66 IPS |
|
|
Image Segmentation (I8)
|
89% |
1091
6.74 IPS |
|
|
Pose Estimation (F32)
|
100% |
379
1.53 IPS |
|
|
Pose Estimation (F16)
|
100% |
369
1.49 IPS |
|
|
Pose Estimation (I8)
|
80% |
277
1.12 IPS |
|
|
Object Detection (F32)
|
100% |
533
18.7 IPS |
|
|
Object Detection (F16)
|
100% |
531
18.6 IPS |
|
|
Object Detection (I8)
|
52% |
395
13.9 IPS |
|
|
Face Detection (F32)
|
100% |
875
10.1 IPS |
|
|
Face Detection (F16)
|
100% |
880
10.1 IPS |
|
|
Face Detection (I8)
|
75% |
646
7.42 IPS |
|
|
Text Classification (F32)
|
100% |
409
161.7 IPS |
|
|
Text Classification (F16)
|
100% |
375
148.3 IPS |
|
|
Machine Translation (F32)
|
100% |
1091
168.1 IPS |
|
|
Machine Translation (F16)
|
100% |
1120
172.6 IPS |