Upload Date | June 10 2023 08:20 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi 23049PCD8G |
Model ID | Xiaomi 23049PCD8G |
Motherboard | marble |
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 | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.50 GHz |
Cluster 3 | 1 Core @ 2.92 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% |
517
55.4 IPS |
|
Image Classification (F16)
|
100% |
522
55.9 IPS |
|
Image Classification (I8)
|
81% |
205
21.9 IPS |
|
Image Segmentation (F32)
|
100% |
731
4.51 IPS |
|
Image Segmentation (F16)
|
100% |
733
4.53 IPS |
|
Image Segmentation (I8)
|
89% |
937
5.79 IPS |
|
Pose Estimation (F32)
|
100% |
357
1.44 IPS |
|
Pose Estimation (F16)
|
100% |
357
1.44 IPS |
|
Pose Estimation (I8)
|
80% |
259
1.05 IPS |
|
Object Detection (F32)
|
100% |
550
19.3 IPS |
|
Object Detection (F16)
|
100% |
553
19.4 IPS |
|
Object Detection (I8)
|
52% |
325
11.4 IPS |
|
Face Detection (F32)
|
100% |
814
9.35 IPS |
|
Face Detection (F16)
|
100% |
807
9.27 IPS |
|
Face Detection (I8)
|
75% |
566
6.50 IPS |
|
Text Classification (F32)
|
100% |
345
136.4 IPS |
|
Text Classification (F16)
|
100% |
341
134.7 IPS |
|
Machine Translation (F32)
|
100% |
636
98.0 IPS |
|
Machine Translation (F16)
|
100% |
633
97.6 IPS |