Upload Date | November 19 2024 03:26 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 15 |
Model | Xiaomi 24129PN74C |
Model ID | Xiaomi 24129PN74C |
Motherboard | sun |
Governor | walt |
CPU Information | |
---|---|
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 | 10.86 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
912
170.7 IPS |
|
Image Classification (F16)
|
100% |
942
176.4 IPS |
|
Image Classification (I8)
|
97% |
1271
237.9 IPS |
|
Image Segmentation (F32)
|
100% |
1353
22.6 IPS |
|
Image Segmentation (F16)
|
100% |
1366
22.8 IPS |
|
Image Segmentation (I8)
|
98% |
1482
24.7 IPS |
|
Pose Estimation (F32)
|
100% |
2033
2.46 IPS |
|
Pose Estimation (F16)
|
100% |
2039
2.47 IPS |
|
Pose Estimation (I8)
|
100% |
7714
9.34 IPS |
|
Object Detection (F32)
|
100% |
1040
77.6 IPS |
|
Object Detection (F16)
|
100% |
1013
75.6 IPS |
|
Object Detection (I8)
|
61% |
1784
133.2 IPS |
|
Face Detection (F32)
|
100% |
2343
27.9 IPS |
|
Face Detection (F16)
|
100% |
2092
24.9 IPS |
|
Face Detection (I8)
|
86% |
3070
36.5 IPS |
|
Depth Estimation (F32)
|
100% |
2101
16.3 IPS |
|
Depth Estimation (F16)
|
100% |
2139
16.6 IPS |
|
Depth Estimation (I8)
|
95% |
3917
30.4 IPS |
|
Style Transfer (F32)
|
100% |
3302
4.34 IPS |
|
Style Transfer (F16)
|
100% |
3290
4.33 IPS |
|
Style Transfer (I8)
|
98% |
8400
11.0 IPS |
|
Image Super-Resolution (F32)
|
100% |
1126
40.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
1153
41.2 IPS |
|
Image Super-Resolution (I8)
|
98% |
3312
118.3 IPS |
|
Text Classification (F32)
|
100% |
875
1.26 KIPS |
|
Text Classification (F16)
|
100% |
882
1.27 KIPS |
|
Text Classification (I8)
|
92% |
591
849.3 IPS |
|
Machine Translation (F32)
|
100% |
1919
35.3 IPS |
|
Machine Translation (F16)
|
100% |
1875
34.5 IPS |
|
Machine Translation (I8)
|
64% |
816
15.0 IPS |