Upload Date | July 23 2023 07:40 AM |
Views | 4 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi 2210132G |
Model ID | Xiaomi 2210132G |
Motherboard | kalama |
Governor | walt |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3406 revision 0 |
Base Frequency | 2.02 GHz |
Cluster 1 | 3 Cores @ 2.02 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Cluster 3 | 1 Core @ 3.19 GHz |
Memory Information | |
---|---|
Size | 10.90 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
569
61.0 IPS |
|
Image Classification (F16)
|
100% |
575
61.6 IPS |
|
Image Classification (I8)
|
81% |
220
23.6 IPS |
|
Image Segmentation (F32)
|
100% |
862
5.33 IPS |
|
Image Segmentation (F16)
|
100% |
861
5.32 IPS |
|
Image Segmentation (I8)
|
89% |
1050
6.49 IPS |
|
Pose Estimation (F32)
|
100% |
417
1.69 IPS |
|
Pose Estimation (F16)
|
100% |
399
1.61 IPS |
|
Pose Estimation (I8)
|
80% |
291
1.18 IPS |
|
Object Detection (F32)
|
100% |
446
15.6 IPS |
|
Object Detection (F16)
|
100% |
448
15.7 IPS |
|
Object Detection (I8)
|
52% |
391
13.7 IPS |
|
Face Detection (F32)
|
100% |
777
8.93 IPS |
|
Face Detection (F16)
|
100% |
773
8.88 IPS |
|
Face Detection (I8)
|
75% |
619
7.11 IPS |
|
Text Classification (F32)
|
100% |
297
117.4 IPS |
|
Text Classification (F16)
|
100% |
303
120.0 IPS |
|
Machine Translation (F32)
|
100% |
709
109.3 IPS |
|
Machine Translation (F16)
|
100% |
713
109.9 IPS |