Upload Date | October 12 2024 02:32 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi Mi 10 Ultra |
Model ID | Xiaomi M2007J1SC |
Motherboard | cas |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 11.32 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
248
46.4 IPS |
|
Image Classification (F16)
|
100% |
245
45.9 IPS |
|
Image Classification (I8)
|
97% |
571
106.8 IPS |
|
Image Segmentation (F32)
|
100% |
355
5.93 IPS |
|
Image Segmentation (F16)
|
100% |
355
5.92 IPS |
|
Image Segmentation (I8)
|
98% |
479
7.99 IPS |
|
Pose Estimation (F32)
|
100% |
562
0.68 IPS |
|
Pose Estimation (F16)
|
100% |
521
0.63 IPS |
|
Pose Estimation (I8)
|
100% |
2241
2.71 IPS |
|
Object Detection (F32)
|
100% |
269
20.0 IPS |
|
Object Detection (F16)
|
100% |
273
20.4 IPS |
|
Object Detection (I8)
|
61% |
755
56.4 IPS |
|
Face Detection (F32)
|
100% |
561
6.67 IPS |
|
Face Detection (F16)
|
100% |
561
6.67 IPS |
|
Face Detection (I8)
|
86% |
1190
14.1 IPS |
|
Depth Estimation (F32)
|
100% |
500
3.88 IPS |
|
Depth Estimation (F16)
|
100% |
503
3.90 IPS |
|
Depth Estimation (I8)
|
95% |
1066
8.26 IPS |
|
Style Transfer (F32)
|
100% |
796
1.05 IPS |
|
Style Transfer (F16)
|
100% |
805
1.06 IPS |
|
Style Transfer (I8)
|
98% |
2168
2.85 IPS |
|
Image Super-Resolution (F32)
|
100% |
303
10.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
306
10.9 IPS |
|
Image Super-Resolution (I8)
|
98% |
1047
37.4 IPS |
|
Text Classification (F32)
|
100% |
299
429.1 IPS |
|
Text Classification (F16)
|
100% |
282
406.0 IPS |
|
Text Classification (I8)
|
92% |
267
383.7 IPS |
|
Machine Translation (F32)
|
100% |
559
10.3 IPS |
|
Machine Translation (F16)
|
100% |
590
10.9 IPS |
|
Machine Translation (I8)
|
64% |
261
4.80 IPS |