Upload Date | May 15 2022 10:38 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Xiaomi 2107113SG |
Model ID | Xiaomi 2107113SG |
Motherboard | vili |
Governor | schedutil |
CPU Information | |
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Name | ARM Odin |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3396 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 10.94 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
417
44.7 IPS |
|
Image Classification (F16)
|
100% |
316
33.9 IPS |
|
Image Classification (I8)
|
81% |
200
21.5 IPS |
|
Image Segmentation (F32)
|
100% |
606
3.74 IPS |
|
Image Segmentation (F16)
|
100% |
576
3.56 IPS |
|
Image Segmentation (I8)
|
89% |
889
5.49 IPS |
|
Pose Estimation (F32)
|
100% |
282
1.14 IPS |
|
Pose Estimation (F16)
|
100% |
277
1.12 IPS |
|
Pose Estimation (I8)
|
80% |
256
1.03 IPS |
|
Object Detection (F32)
|
100% |
372
13.0 IPS |
|
Object Detection (F16)
|
100% |
358
12.6 IPS |
|
Object Detection (I8)
|
52% |
268
9.40 IPS |
|
Face Detection (F32)
|
100% |
610
7.01 IPS |
|
Face Detection (F16)
|
100% |
643
7.38 IPS |
|
Face Detection (I8)
|
75% |
559
6.42 IPS |
|
Text Classification (F32)
|
100% |
342
135.5 IPS |
|
Text Classification (F16)
|
100% |
347
137.1 IPS |
|
Machine Translation (F32)
|
100% |
539
83.1 IPS |
|
Machine Translation (F16)
|
100% |
541
83.4 IPS |