Upload Date | August 08 2023 06:23 AM |
Views | 2 |
System Information | |
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Operating System | Android 12 |
Model | Symphony Symphony Z60 |
Model ID | Symphony Symphony Z60 |
Motherboard | Z60 |
Governor | schedutil |
CPU Information | |
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Name | ARM Unisoc |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 3 part 3338 revision 1 |
Base Frequency | 1.61 GHz |
Cluster 1 | 8 Cores @ 1.61 GHz |
Memory Information | |
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Size | 2.71 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
96
10.2 IPS |
|
Image Classification (F16)
|
100% |
96
10.2 IPS |
|
Image Classification (I8)
|
81% |
215
23.0 IPS |
|
Image Segmentation (F32)
|
100% |
218
1.35 IPS |
|
Image Segmentation (F16)
|
100% |
218
1.35 IPS |
|
Image Segmentation (I8)
|
89% |
516
3.19 IPS |
|
Pose Estimation (F32)
|
100% |
94
0.38 IPS |
|
Pose Estimation (F16)
|
100% |
95
0.38 IPS |
|
Pose Estimation (I8)
|
80% |
125
0.51 IPS |
|
Object Detection (F32)
|
100% |
150
5.25 IPS |
|
Object Detection (F16)
|
100% |
149
5.21 IPS |
|
Object Detection (I8)
|
52% |
270
9.48 IPS |
|
Face Detection (F32)
|
100% |
207
2.38 IPS |
|
Face Detection (F16)
|
100% |
205
2.36 IPS |
|
Face Detection (I8)
|
75% |
392
4.51 IPS |
|
Text Classification (F32)
|
100% |
135
53.3 IPS |
|
Text Classification (F16)
|
100% |
149
58.8 IPS |
|
Machine Translation (F32)
|
100% |
108
16.6 IPS |
|
Machine Translation (F16)
|
100% |
108
16.6 IPS |