Upload Date | June 12 2021 06:29 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Samsung Galaxy S20 FE 5G |
Model ID | samsung SM-G781B |
Motherboard | kona |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 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 | 5.43 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
445
47.6 IPS |
|
Image Classification (F16)
|
100% |
417
44.7 IPS |
|
Image Classification (I8)
|
81% |
217
23.3 IPS |
|
Image Segmentation (F32)
|
100% |
625
3.86 IPS |
|
Image Segmentation (F16)
|
100% |
631
3.90 IPS |
|
Image Segmentation (I8)
|
89% |
948
5.86 IPS |
|
Pose Estimation (F32)
|
100% |
280
1.13 IPS |
|
Pose Estimation (F16)
|
100% |
277
1.12 IPS |
|
Pose Estimation (I8)
|
80% |
240
0.97 IPS |
|
Object Detection (F32)
|
100% |
455
16.0 IPS |
|
Object Detection (F16)
|
100% |
394
13.8 IPS |
|
Object Detection (I8)
|
52% |
336
11.8 IPS |
|
Face Detection (F32)
|
100% |
633
7.27 IPS |
|
Face Detection (F16)
|
100% |
687
7.90 IPS |
|
Face Detection (I8)
|
75% |
593
6.81 IPS |
|
Text Classification (F32)
|
100% |
359
142.1 IPS |
|
Text Classification (F16)
|
100% |
379
150.0 IPS |
|
Machine Translation (F32)
|
100% |
556
85.7 IPS |
|
Machine Translation (F16)
|
100% |
548
84.4 IPS |