Upload Date | August 15 2024 03:56 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 13 |
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 | 3.56 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
153
28.6 IPS |
|
Image Classification (F16)
|
100% |
156
29.2 IPS |
|
Image Classification (I8)
|
97% |
234
43.8 IPS |
|
Image Segmentation (F32)
|
100% |
208
3.48 IPS |
|
Image Segmentation (F16)
|
100% |
198
3.31 IPS |
|
Image Segmentation (I8)
|
98% |
223
3.72 IPS |
|
Pose Estimation (F32)
|
100% |
281
0.34 IPS |
|
Pose Estimation (F16)
|
100% |
273
0.33 IPS |
|
Pose Estimation (I8)
|
100% |
637
0.77 IPS |
|
Object Detection (F32)
|
100% |
137
10.2 IPS |
|
Object Detection (F16)
|
100% |
136
10.1 IPS |
|
Object Detection (I8)
|
61% |
210
15.7 IPS |
|
Face Detection (F32)
|
100% |
291
3.46 IPS |
|
Face Detection (F16)
|
100% |
292
3.47 IPS |
|
Face Detection (I8)
|
86% |
435
5.17 IPS |
|
Depth Estimation (F32)
|
100% |
265
2.05 IPS |
|
Depth Estimation (F16)
|
100% |
249
1.93 IPS |
|
Depth Estimation (I8)
|
95% |
445
3.45 IPS |
|
Style Transfer (F32)
|
100% |
370
0.49 IPS |
|
Style Transfer (F16)
|
100% |
399
0.52 IPS |
|
Style Transfer (I8)
|
98% |
880
1.16 IPS |
|
Image Super-Resolution (F32)
|
100% |
156
5.56 IPS |
|
Image Super-Resolution (F16)
|
100% |
161
5.76 IPS |
|
Image Super-Resolution (I8)
|
98% |
248
8.85 IPS |
|
Text Classification (F32)
|
100% |
159
229.0 IPS |
|
Text Classification (F16)
|
100% |
152
218.1 IPS |
|
Text Classification (I8)
|
92% |
114
164.0 IPS |
|
Machine Translation (F32)
|
100% |
306
5.62 IPS |
|
Machine Translation (F16)
|
100% |
307
5.66 IPS |
|
Machine Translation (I8)
|
64% |
120
2.21 IPS |