Upload Date | November 05 2022 01:57 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 | 7.05 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
379
40.7 IPS |
|
Image Classification (F16)
|
100% |
314
33.6 IPS |
|
Image Classification (I8)
|
81% |
200
21.4 IPS |
|
Image Segmentation (F32)
|
100% |
516
3.19 IPS |
|
Image Segmentation (F16)
|
100% |
508
3.14 IPS |
|
Image Segmentation (I8)
|
89% |
712
4.40 IPS |
|
Pose Estimation (F32)
|
100% |
273
1.11 IPS |
|
Pose Estimation (F16)
|
100% |
271
1.09 IPS |
|
Pose Estimation (I8)
|
80% |
170
0.69 IPS |
|
Object Detection (F32)
|
100% |
342
12.0 IPS |
|
Object Detection (F16)
|
100% |
364
12.8 IPS |
|
Object Detection (I8)
|
52% |
282
9.90 IPS |
|
Face Detection (F32)
|
100% |
546
6.27 IPS |
|
Face Detection (F16)
|
100% |
523
6.01 IPS |
|
Face Detection (I8)
|
75% |
483
5.55 IPS |
|
Text Classification (F32)
|
100% |
305
120.8 IPS |
|
Text Classification (F16)
|
100% |
396
156.8 IPS |
|
Machine Translation (F32)
|
100% |
450
69.4 IPS |
|
Machine Translation (F16)
|
100% |
440
67.8 IPS |