User | KondraK |
Upload Date | May 17 2022 09:45 AM |
Views | 4 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Lenovo Lenovo L70081 |
Model ID | Lenovo Lenovo L70081 |
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 | 14.81 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
969
103.8 IPS |
|
Image Classification (F16)
|
100% |
1690
181.1 IPS |
|
Image Classification (I8)
|
79% |
4865
521.3 IPS |
|
Image Segmentation (F32)
|
100% |
2367
14.6 IPS |
|
Image Segmentation (F16)
|
71% |
3506
21.7 IPS |
|
Image Segmentation (I8)
|
69% |
3579
22.1 IPS |
|
Pose Estimation (F32)
|
100% |
565
2.29 IPS |
|
Pose Estimation (F16)
|
100% |
1976
8.00 IPS |
|
Pose Estimation (I8)
|
53% |
19537
79.1 IPS |
|
Object Detection (F32)
|
100% |
906
31.8 IPS |
|
Object Detection (F16)
|
100% |
1233
43.3 IPS |
|
Object Detection (I8)
|
52% |
470
16.5 IPS |
|
Face Detection (F32)
|
100% |
462
5.31 IPS |
|
Face Detection (F16)
|
100% |
657
7.55 IPS |
|
Face Detection (I8)
|
75% |
8530
98.0 IPS |
|
Text Classification (F32)
|
100% |
16
6.28 IPS |
|
Text Classification (F16)
|
46% |
16
6.47 IPS |
|
Machine Translation (F32)
|
100% |
742
114.4 IPS |
|
Machine Translation (F16)
|
100% |
749
115.4 IPS |