Upload Date | August 31 2022 11:15 AM |
Views | 5 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Sony XQ-CT54 |
Model ID | Sony XQ-CT54 |
Motherboard | taro |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 2 part 3400 revision 0 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.50 GHz |
Cluster 3 | 1 Core @ 3.00 GHz |
Memory Information | |
---|---|
Size | 10.81 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1275
136.7 IPS |
|
Image Classification (F16)
|
100% |
9430
1.01 KIPS |
|
Image Classification (I8)
|
80% |
22858
2.45 KIPS |
|
Image Segmentation (F32)
|
100% |
2767
17.1 IPS |
|
Image Segmentation (F16)
|
100% |
7447
46.0 IPS |
|
Image Segmentation (I8)
|
89% |
43002
265.6 IPS |
|
Pose Estimation (F32)
|
100% |
602
2.44 IPS |
|
Pose Estimation (F16)
|
100% |
10518
42.6 IPS |
|
Pose Estimation (I8)
|
80% |
54641
221.1 IPS |
|
Object Detection (F32)
|
100% |
1021
35.8 IPS |
|
Object Detection (F16)
|
100% |
1781
62.5 IPS |
|
Object Detection (I8)
|
53% |
1980
69.5 IPS |
|
Face Detection (F32)
|
100% |
1963
22.5 IPS |
|
Face Detection (F16)
|
97% |
7077
81.3 IPS |
|
Face Detection (I8)
|
76% |
49153
564.7 IPS |
|
Text Classification (F32)
|
100% |
17
6.65 IPS |
|
Text Classification (F16)
|
100% |
579
228.8 IPS |
|
Machine Translation (F32)
|
100% |
1002
154.4 IPS |
|
Machine Translation (F16)
|
100% |
1003
154.6 IPS |