Upload Date | September 26 2022 04:12 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Xiaomi 2201117TG |
Model ID | Xiaomi 2201117TG |
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 | 5.52 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
142
15.2 IPS |
|
Image Classification (F16)
|
100% |
178
19.1 IPS |
|
Image Classification (I8)
|
80% |
1043
111.7 IPS |
|
Image Segmentation (F32)
|
100% |
212
1.31 IPS |
|
Image Segmentation (F16)
|
100% |
248
1.53 IPS |
|
Image Segmentation (I8)
|
89% |
1816
11.2 IPS |
|
Pose Estimation (F32)
|
100% |
48
0.20 IPS |
|
Pose Estimation (F16)
|
100% |
93
0.38 IPS |
|
Pose Estimation (I8)
|
80% |
968
3.91 IPS |
|
Object Detection (F32)
|
100% |
146
5.14 IPS |
|
Object Detection (F16)
|
100% |
171
5.99 IPS |
|
Object Detection (I8)
|
52% |
392
13.8 IPS |
|
Face Detection (F32)
|
100% |
214
2.45 IPS |
|
Face Detection (F16)
|
97% |
267
3.06 IPS |
|
Face Detection (I8)
|
75% |
1635
18.8 IPS |
|
Text Classification (F32)
|
54% |
10
3.79 IPS |
|
Text Classification (F16)
|
54% |
9
3.54 IPS |
|
Machine Translation (F32)
|
100% |
114
17.6 IPS |
|
Machine Translation (F16)
|
100% |
110
17.0 IPS |