Upload Date | June 10 2023 08:27 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Sony XQ-BC42 |
Model ID | Sony XQ-BC42 |
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% |
1453
155.7 IPS |
|
Image Classification (F16)
|
100% |
2121
227.3 IPS |
|
Image Classification (I8)
|
80% |
1888
202.3 IPS |
|
Image Segmentation (F32)
|
100% |
3312
20.5 IPS |
|
Image Segmentation (F16)
|
100% |
5129
31.7 IPS |
|
Image Segmentation (I8)
|
89% |
5030
31.1 IPS |
|
Pose Estimation (F32)
|
100% |
1544
6.25 IPS |
|
Pose Estimation (F16)
|
100% |
2891
11.7 IPS |
|
Pose Estimation (I8)
|
80% |
2862
11.6 IPS |
|
Object Detection (F32)
|
100% |
715
25.1 IPS |
|
Object Detection (F16)
|
99% |
809
28.4 IPS |
|
Object Detection (I8)
|
53% |
792
27.8 IPS |
|
Face Detection (F32)
|
100% |
2326
26.7 IPS |
|
Face Detection (F16)
|
97% |
4028
46.3 IPS |
|
Face Detection (I8)
|
75% |
3474
39.9 IPS |
|
Text Classification (F32)
|
100% |
819
324.0 IPS |
|
Text Classification (F16)
|
98% |
958
378.8 IPS |
|
Machine Translation (F32)
|
100% |
736
113.5 IPS |
|
Machine Translation (F16)
|
100% |
739
113.9 IPS |