Upload Date | December 03 2023 05:42 PM |
Views | 3 |
System Information | |
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Operating System | Android 11 |
Model | Xiaomi M2003J15SC |
Model ID | Xiaomi M2003J15SC |
Motherboard | merlinnfc |
CPU Information | |
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Name | ARM MT6769Z |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 3 part 3338 revision 1 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.00 GHz |
Memory Information | |
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Size | 2.68 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
159
17.1 IPS |
|
Image Classification (F16)
|
100% |
350
37.6 IPS |
|
Image Classification (I8)
|
81% |
339
36.3 IPS |
|
Image Segmentation (F32)
|
100% |
318
1.96 IPS |
|
Image Segmentation (F16)
|
100% |
909
5.62 IPS |
|
Image Segmentation (I8)
|
89% |
879
5.43 IPS |
|
Pose Estimation (F32)
|
0
|
||
Pose Estimation (F16)
|
0% |
374
1.51 IPS |
|
Pose Estimation (I8)
|
0% |
373
1.51 IPS |
|
Object Detection (F32)
|
100% |
113
3.98 IPS |
|
Object Detection (F16)
|
99% |
214
7.50 IPS |
|
Object Detection (I8)
|
54% |
260
9.11 IPS |
|
Face Detection (F32)
|
100% |
336
3.86 IPS |
|
Face Detection (F16)
|
97% |
704
8.09 IPS |
|
Face Detection (I8)
|
75% |
623
7.15 IPS |
|
Text Classification (F32)
|
100% |
213
84.1 IPS |
|
Text Classification (F16)
|
46% |
285
112.8 IPS |
|
Machine Translation (F32)
|
100% |
84
12.9 IPS |
|
Machine Translation (F16)
|
100% |
77
11.9 IPS |