Upload Date | June 20 2022 05:04 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Sony XQ-CT54 |
Model ID | Sony XQ-CT54 |
Motherboard | taro |
Governor | walt |
CPU Information | |
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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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
489
52.4 IPS |
|
Image Classification (F16)
|
100% |
436
46.7 IPS |
|
Image Classification (I8)
|
81% |
189
20.3 IPS |
|
Image Segmentation (F32)
|
100% |
725
4.48 IPS |
|
Image Segmentation (F16)
|
100% |
710
4.38 IPS |
|
Image Segmentation (I8)
|
89% |
831
5.13 IPS |
|
Pose Estimation (F32)
|
100% |
278
1.12 IPS |
|
Pose Estimation (F16)
|
100% |
272
1.10 IPS |
|
Pose Estimation (I8)
|
80% |
213
0.86 IPS |
|
Object Detection (F32)
|
100% |
476
16.7 IPS |
|
Object Detection (F16)
|
100% |
485
17.0 IPS |
|
Object Detection (I8)
|
52% |
293
10.3 IPS |
|
Face Detection (F32)
|
100% |
764
8.77 IPS |
|
Face Detection (F16)
|
100% |
764
8.77 IPS |
|
Face Detection (I8)
|
75% |
490
5.63 IPS |
|
Text Classification (F32)
|
100% |
349
137.9 IPS |
|
Text Classification (F16)
|
100% |
342
135.4 IPS |
|
Machine Translation (F32)
|
100% |
879
135.5 IPS |
|
Machine Translation (F16)
|
100% |
870
134.1 IPS |