Upload Date | February 22 2023 11:23 AM |
Views | 6 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi 2210132G |
Model ID | Xiaomi 2210132G |
Motherboard | kalama |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3406 revision 0 |
Base Frequency | 2.02 GHz |
Cluster 1 | 3 Cores @ 2.02 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Cluster 3 | 1 Core @ 3.19 GHz |
Memory Information | |
---|---|
Size | 10.90 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
528
56.5 IPS |
|
Image Classification (F16)
|
100% |
529
56.6 IPS |
|
Image Classification (I8)
|
81% |
364
39.0 IPS |
|
Image Segmentation (F32)
|
100% |
709
4.38 IPS |
|
Image Segmentation (F16)
|
100% |
709
4.38 IPS |
|
Image Segmentation (I8)
|
89% |
667
4.12 IPS |
|
Pose Estimation (F32)
|
100% |
356
1.44 IPS |
|
Pose Estimation (F16)
|
100% |
330
1.33 IPS |
|
Pose Estimation (I8)
|
80% |
115
0.47 IPS |
|
Object Detection (F32)
|
100% |
521
18.3 IPS |
|
Object Detection (F16)
|
100% |
505
17.7 IPS |
|
Object Detection (I8)
|
52% |
413
14.5 IPS |
|
Face Detection (F32)
|
100% |
724
8.31 IPS |
|
Face Detection (F16)
|
100% |
724
8.31 IPS |
|
Face Detection (I8)
|
75% |
504
5.79 IPS |
|
Text Classification (F32)
|
100% |
949
375.4 IPS |
|
Text Classification (F16)
|
100% |
949
375.2 IPS |
|
Machine Translation (F32)
|
100% |
867
133.7 IPS |
|
Machine Translation (F16)
|
100% |
867
133.6 IPS |