Upload Date | December 03 2023 06:54 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 13 |
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 | 7.49 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
926
99.3 IPS |
|
Image Classification (F16)
|
100% |
1603
171.7 IPS |
|
Image Classification (I8)
|
80% |
1275
136.7 IPS |
|
Image Segmentation (F32)
|
100% |
2350
14.5 IPS |
|
Image Segmentation (F16)
|
100% |
3949
24.4 IPS |
|
Image Segmentation (I8)
|
89% |
3675
22.7 IPS |
|
Pose Estimation (F32)
|
100% |
1192
4.82 IPS |
|
Pose Estimation (F16)
|
100% |
2065
8.35 IPS |
|
Pose Estimation (I8)
|
80% |
2058
8.33 IPS |
|
Object Detection (F32)
|
100% |
516
18.1 IPS |
|
Object Detection (F16)
|
99% |
627
22.0 IPS |
|
Object Detection (I8)
|
53% |
679
23.8 IPS |
|
Face Detection (F32)
|
100% |
1722
19.8 IPS |
|
Face Detection (F16)
|
97% |
2860
32.9 IPS |
|
Face Detection (I8)
|
76% |
2629
30.2 IPS |
|
Text Classification (F32)
|
100% |
458
181.0 IPS |
|
Text Classification (F16)
|
98% |
484
191.6 IPS |
|
Machine Translation (F32)
|
100% |
529
81.5 IPS |
|
Machine Translation (F16)
|
100% |
533
82.1 IPS |