Upload Date | March 01 2023 03:04 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
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 | |
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Size | 3.56 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
123
13.1 IPS |
|
Image Classification (F16)
|
100% |
122
13.1 IPS |
|
Image Classification (I8)
|
81% |
100
10.7 IPS |
|
Image Segmentation (F32)
|
100% |
217
1.34 IPS |
|
Image Segmentation (F16)
|
100% |
218
1.34 IPS |
|
Image Segmentation (I8)
|
89% |
383
2.37 IPS |
|
Pose Estimation (F32)
|
100% |
63
0.26 IPS |
|
Pose Estimation (F16)
|
100% |
63
0.26 IPS |
|
Pose Estimation (I8)
|
80% |
111
0.45 IPS |
|
Object Detection (F32)
|
100% |
171
6.02 IPS |
|
Object Detection (F16)
|
100% |
171
6.00 IPS |
|
Object Detection (I8)
|
52% |
160
5.63 IPS |
|
Face Detection (F32)
|
100% |
217
2.49 IPS |
|
Face Detection (F16)
|
100% |
221
2.53 IPS |
|
Face Detection (I8)
|
75% |
238
2.74 IPS |
|
Text Classification (F32)
|
100% |
137
54.2 IPS |
|
Text Classification (F16)
|
100% |
138
54.5 IPS |
|
Machine Translation (F32)
|
100% |
152
23.5 IPS |
|
Machine Translation (F16)
|
100% |
149
23.0 IPS |