Upload Date | September 29 2023 02:05 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Xiaomi M2007J3SY |
Model ID | Xiaomi M2007J3SY |
Motherboard | apollo |
Governor | schedutil |
CPU Information | |
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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 | |
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Size | 5.48 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
366
39.2 IPS |
|
Image Classification (F16)
|
100% |
380
40.7 IPS |
|
Image Classification (I8)
|
81% |
205
22.0 IPS |
|
Image Segmentation (F32)
|
100% |
545
3.37 IPS |
|
Image Segmentation (F16)
|
100% |
553
3.42 IPS |
|
Image Segmentation (I8)
|
89% |
782
4.83 IPS |
|
Pose Estimation (F32)
|
100% |
259
1.05 IPS |
|
Pose Estimation (F16)
|
100% |
261
1.05 IPS |
|
Pose Estimation (I8)
|
80% |
225
0.91 IPS |
|
Object Detection (F32)
|
100% |
355
12.5 IPS |
|
Object Detection (F16)
|
100% |
347
12.2 IPS |
|
Object Detection (I8)
|
52% |
272
9.55 IPS |
|
Face Detection (F32)
|
100% |
560
6.43 IPS |
|
Face Detection (F16)
|
100% |
558
6.41 IPS |
|
Face Detection (I8)
|
75% |
489
5.62 IPS |
|
Text Classification (F32)
|
100% |
323
127.8 IPS |
|
Text Classification (F16)
|
100% |
327
129.3 IPS |
|
Machine Translation (F32)
|
100% |
536
82.7 IPS |
|
Machine Translation (F16)
|
100% |
525
80.9 IPS |