Upload Date | July 05 2022 09:53 AM |
Views | 2 |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
484
51.8 IPS |
|
Image Classification (F16)
|
100% |
482
51.6 IPS |
|
Image Classification (I8)
|
81% |
186
19.9 IPS |
|
Image Segmentation (F32)
|
100% |
676
4.18 IPS |
|
Image Segmentation (F16)
|
100% |
681
4.21 IPS |
|
Image Segmentation (I8)
|
89% |
813
5.02 IPS |
|
Pose Estimation (F32)
|
100% |
293
1.18 IPS |
|
Pose Estimation (F16)
|
100% |
281
1.14 IPS |
|
Pose Estimation (I8)
|
80% |
213
0.86 IPS |
|
Object Detection (F32)
|
100% |
462
16.2 IPS |
|
Object Detection (F16)
|
100% |
442
15.5 IPS |
|
Object Detection (I8)
|
52% |
253
8.89 IPS |
|
Face Detection (F32)
|
100% |
610
7.01 IPS |
|
Face Detection (F16)
|
100% |
604
6.94 IPS |
|
Face Detection (I8)
|
75% |
408
4.69 IPS |
|
Text Classification (F32)
|
100% |
332
131.1 IPS |
|
Text Classification (F16)
|
100% |
329
130.2 IPS |
|
Machine Translation (F32)
|
100% |
578
89.1 IPS |
|
Machine Translation (F16)
|
100% |
578
89.0 IPS |