Upload Date | November 21 2024 04:17 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 15 |
Model | Xiaomi 24129PN74C |
Model ID | Xiaomi 24129PN74C |
Motherboard | sun |
Governor | walt |
CPU Information | |
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Name | Qualcomm ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 3 part 1 revision 4 |
Base Frequency | 3.53 GHz |
Cluster 1 | 6 Cores @ 3.53 GHz |
Cluster 2 | 2 Cores @ 4.32 GHz |
Memory Information | |
---|---|
Size | 14.76 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1013
189.6 IPS |
|
Image Classification (F16)
|
100% |
1083
202.6 IPS |
|
Image Classification (I8)
|
97% |
1344
251.6 IPS |
|
Image Segmentation (F32)
|
100% |
1377
23.0 IPS |
|
Image Segmentation (F16)
|
100% |
1386
23.1 IPS |
|
Image Segmentation (I8)
|
98% |
1385
23.1 IPS |
|
Pose Estimation (F32)
|
100% |
2059
2.49 IPS |
|
Pose Estimation (F16)
|
100% |
2037
2.47 IPS |
|
Pose Estimation (I8)
|
100% |
7730
9.36 IPS |
|
Object Detection (F32)
|
100% |
1037
77.4 IPS |
|
Object Detection (F16)
|
100% |
990
73.9 IPS |
|
Object Detection (I8)
|
61% |
1779
132.8 IPS |
|
Face Detection (F32)
|
100% |
2390
28.4 IPS |
|
Face Detection (F16)
|
100% |
2291
27.2 IPS |
|
Face Detection (I8)
|
86% |
3585
42.6 IPS |
|
Depth Estimation (F32)
|
100% |
2166
16.8 IPS |
|
Depth Estimation (F16)
|
100% |
2155
16.7 IPS |
|
Depth Estimation (I8)
|
95% |
3940
30.6 IPS |
|
Style Transfer (F32)
|
100% |
3374
4.44 IPS |
|
Style Transfer (F16)
|
100% |
3385
4.45 IPS |
|
Style Transfer (I8)
|
98% |
8913
11.7 IPS |
|
Image Super-Resolution (F32)
|
100% |
1155
41.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
1228
43.8 IPS |
|
Image Super-Resolution (I8)
|
98% |
3476
124.1 IPS |
|
Text Classification (F32)
|
100% |
867
1.25 KIPS |
|
Text Classification (F16)
|
100% |
889
1.28 KIPS |
|
Text Classification (I8)
|
92% |
566
813.1 IPS |
|
Machine Translation (F32)
|
100% |
1971
36.3 IPS |
|
Machine Translation (F16)
|
100% |
1990
36.6 IPS |
|
Machine Translation (I8)
|
64% |
876
16.1 IPS |