Upload Date | November 19 2024 03:00 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 15 |
Model | Xiaomi 2410DPN6CC |
Model ID | Xiaomi 2410DPN6CC |
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% |
949
177.6 IPS |
|
Image Classification (F16)
|
100% |
962
179.9 IPS |
|
Image Classification (I8)
|
97% |
1338
250.5 IPS |
|
Image Segmentation (F32)
|
100% |
1273
21.3 IPS |
|
Image Segmentation (F16)
|
100% |
1199
20.0 IPS |
|
Image Segmentation (I8)
|
98% |
1445
24.1 IPS |
|
Pose Estimation (F32)
|
100% |
1911
2.31 IPS |
|
Pose Estimation (F16)
|
100% |
1884
2.28 IPS |
|
Pose Estimation (I8)
|
100% |
7297
8.84 IPS |
|
Object Detection (F32)
|
100% |
889
66.4 IPS |
|
Object Detection (F16)
|
100% |
914
68.2 IPS |
|
Object Detection (I8)
|
61% |
1598
119.3 IPS |
|
Face Detection (F32)
|
100% |
2081
24.7 IPS |
|
Face Detection (F16)
|
100% |
2095
24.9 IPS |
|
Face Detection (I8)
|
86% |
3040
36.1 IPS |
|
Depth Estimation (F32)
|
100% |
1946
15.1 IPS |
|
Depth Estimation (F16)
|
100% |
1928
15.0 IPS |
|
Depth Estimation (I8)
|
95% |
3485
27.0 IPS |
|
Style Transfer (F32)
|
100% |
3142
4.13 IPS |
|
Style Transfer (F16)
|
100% |
3047
4.01 IPS |
|
Style Transfer (I8)
|
98% |
7933
10.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
1102
39.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
1035
37.0 IPS |
|
Image Super-Resolution (I8)
|
98% |
2625
93.8 IPS |
|
Text Classification (F32)
|
100% |
704
1.01 KIPS |
|
Text Classification (F16)
|
100% |
720
1.03 KIPS |
|
Text Classification (I8)
|
92% |
495
711.9 IPS |
|
Machine Translation (F32)
|
100% |
1524
28.0 IPS |
|
Machine Translation (F16)
|
100% |
1540
28.3 IPS |
|
Machine Translation (I8)
|
64% |
798
14.7 IPS |