Upload Date | June 10 2023 08:25 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 | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
330
35.4 IPS |
|
Image Classification (F16)
|
100% |
310
33.2 IPS |
|
Image Classification (I8)
|
81% |
185
19.8 IPS |
|
Image Segmentation (F32)
|
100% |
642
3.97 IPS |
|
Image Segmentation (F16)
|
100% |
628
3.88 IPS |
|
Image Segmentation (I8)
|
89% |
843
5.21 IPS |
|
Pose Estimation (F32)
|
100% |
295
1.19 IPS |
|
Pose Estimation (F16)
|
100% |
283
1.15 IPS |
|
Pose Estimation (I8)
|
80% |
231
0.93 IPS |
|
Object Detection (F32)
|
100% |
406
14.3 IPS |
|
Object Detection (F16)
|
100% |
399
14.0 IPS |
|
Object Detection (I8)
|
52% |
289
10.2 IPS |
|
Face Detection (F32)
|
100% |
650
7.47 IPS |
|
Face Detection (F16)
|
100% |
626
7.19 IPS |
|
Face Detection (I8)
|
75% |
501
5.75 IPS |
|
Text Classification (F32)
|
100% |
338
133.5 IPS |
|
Text Classification (F16)
|
100% |
330
130.6 IPS |
|
Machine Translation (F32)
|
100% |
745
114.8 IPS |
|
Machine Translation (F16)
|
100% |
742
114.4 IPS |