Upload Date | February 14 2023 05:55 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 | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
150
16.1 IPS |
|
Image Classification (F16)
|
100% |
292
31.3 IPS |
|
Image Classification (I8)
|
80% |
262
28.1 IPS |
|
Image Segmentation (F32)
|
100% |
314
1.94 IPS |
|
Image Segmentation (F16)
|
100% |
619
3.82 IPS |
|
Image Segmentation (I8)
|
89% |
565
3.49 IPS |
|
Pose Estimation (F32)
|
100% |
140
0.57 IPS |
|
Pose Estimation (F16)
|
100% |
261
1.06 IPS |
|
Pose Estimation (I8)
|
80% |
261
1.05 IPS |
|
Object Detection (F32)
|
100% |
132
4.62 IPS |
|
Object Detection (F16)
|
99% |
224
7.86 IPS |
|
Object Detection (I8)
|
53% |
183
6.42 IPS |
|
Face Detection (F32)
|
100% |
311
3.57 IPS |
|
Face Detection (F16)
|
97% |
547
6.29 IPS |
|
Face Detection (I8)
|
76% |
491
5.64 IPS |
|
Text Classification (F32)
|
100% |
181
71.5 IPS |
|
Text Classification (F16)
|
98% |
224
88.6 IPS |
|
Machine Translation (F32)
|
100% |
155
23.9 IPS |
|
Machine Translation (F16)
|
100% |
148
22.8 IPS |