Upload Date | February 22 2023 01:20 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | OnePlus MT2111 |
Model ID | OnePlus MT2111 |
Motherboard | lahaina |
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 3396 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 | 7.11 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
70
7.50 IPS |
|
Image Classification (F16)
|
100% |
63
6.75 IPS |
|
Image Classification (I8)
|
81% |
206
22.1 IPS |
|
Image Segmentation (F32)
|
100% |
235
1.45 IPS |
|
Image Segmentation (F16)
|
100% |
239
1.48 IPS |
|
Image Segmentation (I8)
|
89% |
803
4.96 IPS |
|
Pose Estimation (F32)
|
100% |
223
0.90 IPS |
|
Pose Estimation (F16)
|
100% |
223
0.90 IPS |
|
Pose Estimation (I8)
|
80% |
246
1.00 IPS |
|
Object Detection (F32)
|
100% |
107
3.75 IPS |
|
Object Detection (F16)
|
100% |
108
3.79 IPS |
|
Object Detection (I8)
|
41% |
252
8.84 IPS |
|
Face Detection (F32)
|
100% |
175
2.01 IPS |
|
Face Detection (F16)
|
100% |
173
1.99 IPS |
|
Face Detection (I8)
|
75% |
439
5.05 IPS |
|
Text Classification (F32)
|
100% |
201
79.7 IPS |
|
Text Classification (F16)
|
100% |
206
81.3 IPS |
|
Machine Translation (F32)
|
100% |
694
107.0 IPS |
|
Machine Translation (F16)
|
100% |
656
101.1 IPS |