Upload Date | April 21 2022 06:35 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | LGE LM-V600 |
Model ID | LGE LM-V600 |
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 | 7.50 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
935
100.2 IPS |
|
Image Classification (F16)
|
100% |
1378
147.7 IPS |
|
Image Classification (I8)
|
80% |
1301
139.4 IPS |
|
Image Segmentation (F32)
|
100% |
2410
14.9 IPS |
|
Image Segmentation (F16)
|
100% |
4073
25.2 IPS |
|
Image Segmentation (I8)
|
89% |
3758
23.2 IPS |
|
Pose Estimation (F32)
|
100% |
1211
4.90 IPS |
|
Pose Estimation (F16)
|
100% |
2064
8.35 IPS |
|
Pose Estimation (I8)
|
80% |
2061
8.34 IPS |
|
Object Detection (F32)
|
100% |
457
16.0 IPS |
|
Object Detection (F16)
|
99% |
663
23.3 IPS |
|
Object Detection (I8)
|
53% |
635
22.3 IPS |
|
Face Detection (F32)
|
100% |
1758
20.2 IPS |
|
Face Detection (F16)
|
97% |
2868
33.0 IPS |
|
Face Detection (I8)
|
76% |
2578
29.6 IPS |
|
Text Classification (F32)
|
100% |
471
186.1 IPS |
|
Text Classification (F16)
|
98% |
559
220.9 IPS |
|
Machine Translation (F32)
|
100% |
553
85.2 IPS |
|
Machine Translation (F16)
|
100% |
562
86.7 IPS |