Upload Date | February 13 2023 01:40 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Xiaomi 2201117TL |
Model ID | Xiaomi 2201117TL |
Motherboard | spes |
Governor | schedutil |
CPU Information | |
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Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3337 revision 0 |
Base Frequency | 1.90 GHz |
Cluster 1 | 4 Cores @ 1.90 GHz |
Cluster 2 | 4 Cores @ 2.40 GHz |
Memory Information | |
---|---|
Size | 3.56 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
143
15.3 IPS |
|
Image Classification (F16)
|
100% |
178
19.1 IPS |
|
Image Classification (I8)
|
80% |
888
95.2 IPS |
|
Image Segmentation (F32)
|
100% |
240
1.48 IPS |
|
Image Segmentation (F16)
|
100% |
282
1.74 IPS |
|
Image Segmentation (I8)
|
89% |
1874
11.6 IPS |
|
Pose Estimation (F32)
|
100% |
51
0.21 IPS |
|
Pose Estimation (F16)
|
100% |
97
0.39 IPS |
|
Pose Estimation (I8)
|
80% |
969
3.92 IPS |
|
Object Detection (F32)
|
100% |
160
5.62 IPS |
|
Object Detection (F16)
|
100% |
196
6.88 IPS |
|
Object Detection (I8)
|
52% |
423
14.8 IPS |
|
Face Detection (F32)
|
100% |
212
2.43 IPS |
|
Face Detection (F16)
|
97% |
266
3.05 IPS |
|
Face Detection (I8)
|
75% |
1546
17.8 IPS |
|
Text Classification (F32)
|
54% |
9
3.61 IPS |
|
Text Classification (F16)
|
54% |
14
5.62 IPS |
|
Machine Translation (F32)
|
100% |
150
23.2 IPS |
|
Machine Translation (F16)
|
100% |
146
22.6 IPS |