Upload Date | September 28 2023 09:20 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi 2210132C |
Model ID | Xiaomi 2210132C |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
519
55.6 IPS |
|
Image Classification (F16)
|
100% |
527
56.5 IPS |
|
Image Classification (I8)
|
81% |
364
39.0 IPS |
|
Image Segmentation (F32)
|
100% |
711
4.39 IPS |
|
Image Segmentation (F16)
|
100% |
712
4.40 IPS |
|
Image Segmentation (I8)
|
89% |
667
4.12 IPS |
|
Pose Estimation (F32)
|
100% |
318
1.29 IPS |
|
Pose Estimation (F16)
|
100% |
295
1.20 IPS |
|
Pose Estimation (I8)
|
80% |
115
0.47 IPS |
|
Object Detection (F32)
|
100% |
382
13.4 IPS |
|
Object Detection (F16)
|
100% |
387
13.6 IPS |
|
Object Detection (I8)
|
52% |
339
11.9 IPS |
|
Face Detection (F32)
|
100% |
715
8.22 IPS |
|
Face Detection (F16)
|
100% |
762
8.75 IPS |
|
Face Detection (I8)
|
75% |
500
5.75 IPS |
|
Text Classification (F32)
|
100% |
780
308.6 IPS |
|
Text Classification (F16)
|
100% |
779
308.1 IPS |
|
Machine Translation (F32)
|
100% |
705
108.6 IPS |
|
Machine Translation (F16)
|
100% |
708
109.1 IPS |