Upload Date | February 11 2023 04:13 AM |
Views | 7 |
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% |
581
62.2 IPS |
|
Image Classification (F16)
|
100% |
582
62.4 IPS |
|
Image Classification (I8)
|
81% |
218
23.4 IPS |
|
Image Segmentation (F32)
|
100% |
943
5.82 IPS |
|
Image Segmentation (F16)
|
100% |
927
5.72 IPS |
|
Image Segmentation (I8)
|
89% |
1083
6.69 IPS |
|
Pose Estimation (F32)
|
100% |
369
1.49 IPS |
|
Pose Estimation (F16)
|
100% |
363
1.47 IPS |
|
Pose Estimation (I8)
|
80% |
292
1.18 IPS |
|
Object Detection (F32)
|
100% |
626
22.0 IPS |
|
Object Detection (F16)
|
100% |
628
22.0 IPS |
|
Object Detection (I8)
|
52% |
382
13.4 IPS |
|
Face Detection (F32)
|
100% |
1010
11.6 IPS |
|
Face Detection (F16)
|
100% |
1020
11.7 IPS |
|
Face Detection (I8)
|
75% |
677
7.77 IPS |
|
Text Classification (F32)
|
100% |
381
150.7 IPS |
|
Text Classification (F16)
|
100% |
368
145.7 IPS |
|
Machine Translation (F32)
|
100% |
1049
161.6 IPS |
|
Machine Translation (F16)
|
100% |
1038
160.0 IPS |