Upload Date | October 03 2023 04:28 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Sony XQ-BC72 |
Model ID | Sony XQ-BC72 |
Motherboard | lahaina |
Governor | schedutil |
CPU Information | |
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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 | 10.91 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1395
149.5 IPS |
|
Image Classification (F16)
|
100% |
1972
211.3 IPS |
|
Image Classification (I8)
|
80% |
1778
190.5 IPS |
|
Image Segmentation (F32)
|
100% |
3381
20.9 IPS |
|
Image Segmentation (F16)
|
100% |
5191
32.1 IPS |
|
Image Segmentation (I8)
|
89% |
4974
30.7 IPS |
|
Pose Estimation (F32)
|
100% |
1515
6.13 IPS |
|
Pose Estimation (F16)
|
100% |
2822
11.4 IPS |
|
Pose Estimation (I8)
|
80% |
2804
11.3 IPS |
|
Object Detection (F32)
|
100% |
600
21.1 IPS |
|
Object Detection (F16)
|
99% |
722
25.3 IPS |
|
Object Detection (I8)
|
53% |
717
25.1 IPS |
|
Face Detection (F32)
|
100% |
2361
27.1 IPS |
|
Face Detection (F16)
|
97% |
3804
43.7 IPS |
|
Face Detection (I8)
|
75% |
3372
38.7 IPS |
|
Text Classification (F32)
|
100% |
764
302.1 IPS |
|
Text Classification (F16)
|
98% |
897
354.8 IPS |
|
Machine Translation (F32)
|
100% |
749
115.5 IPS |
|
Machine Translation (F16)
|
100% |
751
115.8 IPS |