Upload Date | August 27 2024 12:51 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Xiaomi Poco X3 NFC |
Model ID | Xiaomi M2007J20CG |
Motherboard | surya |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.30 GHz |
Memory Information | |
---|---|
Size | 5.50 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
138
14.8 IPS |
|
Image Classification (F16)
|
100% |
126
13.5 IPS |
|
Image Classification (I8)
|
81% |
228
24.4 IPS |
|
Image Segmentation (F32)
|
100% |
336
2.08 IPS |
|
Image Segmentation (F16)
|
100% |
347
2.14 IPS |
|
Image Segmentation (I8)
|
89% |
572
3.53 IPS |
|
Pose Estimation (F32)
|
100% |
123
0.50 IPS |
|
Pose Estimation (F16)
|
100% |
113
0.46 IPS |
|
Pose Estimation (I8)
|
80% |
117
0.47 IPS |
|
Object Detection (F32)
|
100% |
176
6.19 IPS |
|
Object Detection (F16)
|
100% |
202
7.08 IPS |
|
Object Detection (I8)
|
52% |
353
12.4 IPS |
|
Face Detection (F32)
|
100% |
294
3.37 IPS |
|
Face Detection (F16)
|
100% |
299
3.43 IPS |
|
Face Detection (I8)
|
75% |
430
4.93 IPS |
|
Text Classification (F32)
|
100% |
255
100.7 IPS |
|
Text Classification (F16)
|
100% |
252
99.8 IPS |
|
Machine Translation (F32)
|
100% |
199
30.7 IPS |
|
Machine Translation (F16)
|
100% |
189
29.2 IPS |