Upload Date | May 16 2023 10:06 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi 23013PC75G |
Model ID | Xiaomi 23013PC75G |
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 | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.50 GHz |
Cluster 3 | 1 Core @ 3.00 GHz |
Memory Information | |
---|---|
Size | 10.91 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
299
32.1 IPS |
|
Image Classification (F16)
|
100% |
299
32.0 IPS |
|
Image Classification (I8)
|
81% |
191
20.5 IPS |
|
Image Segmentation (F32)
|
100% |
536
3.31 IPS |
|
Image Segmentation (F16)
|
100% |
494
3.05 IPS |
|
Image Segmentation (I8)
|
89% |
700
4.33 IPS |
|
Pose Estimation (F32)
|
100% |
288
1.17 IPS |
|
Pose Estimation (F16)
|
100% |
242
0.98 IPS |
|
Pose Estimation (I8)
|
80% |
152
0.62 IPS |
|
Object Detection (F32)
|
100% |
301
10.6 IPS |
|
Object Detection (F16)
|
100% |
298
10.5 IPS |
|
Object Detection (I8)
|
52% |
259
9.10 IPS |
|
Face Detection (F32)
|
100% |
676
7.77 IPS |
|
Face Detection (F16)
|
100% |
533
6.12 IPS |
|
Face Detection (I8)
|
75% |
409
4.69 IPS |
|
Text Classification (F32)
|
100% |
251
99.1 IPS |
|
Text Classification (F16)
|
100% |
278
110.0 IPS |
|
Machine Translation (F32)
|
100% |
646
99.6 IPS |
|
Machine Translation (F16)
|
100% |
540
83.3 IPS |