Upload Date | June 15 2021 02:51 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Samsung Galaxy S21 5G |
Model ID | samsung SM-G991U |
Motherboard | lahaina |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3396 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 7.12 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
381
40.8 IPS |
|
Image Classification (F16)
|
100% |
396
42.4 IPS |
|
Image Classification (I8)
|
81% |
201
21.6 IPS |
|
Image Segmentation (F32)
|
100% |
619
3.82 IPS |
|
Image Segmentation (F16)
|
100% |
612
3.78 IPS |
|
Image Segmentation (I8)
|
89% |
870
5.37 IPS |
|
Pose Estimation (F32)
|
100% |
256
1.04 IPS |
|
Pose Estimation (F16)
|
100% |
247
1.00 IPS |
|
Pose Estimation (I8)
|
80% |
230
0.93 IPS |
|
Object Detection (F32)
|
100% |
360
12.6 IPS |
|
Object Detection (F16)
|
100% |
388
13.6 IPS |
|
Object Detection (I8)
|
52% |
251
8.80 IPS |
|
Face Detection (F32)
|
100% |
573
6.58 IPS |
|
Face Detection (F16)
|
100% |
577
6.63 IPS |
|
Face Detection (I8)
|
75% |
532
6.11 IPS |
|
Text Classification (F32)
|
100% |
358
141.6 IPS |
|
Text Classification (F16)
|
100% |
351
138.7 IPS |
|
Machine Translation (F32)
|
100% |
751
115.7 IPS |
|
Machine Translation (F16)
|
100% |
749
115.4 IPS |