Upload Date | October 06 2022 01:35 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | OnePlus 7T |
Model ID | OnePlus HD1901 |
Motherboard | msmnile |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.96 GHz |
Memory Information | |
---|---|
Size | 7.29 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
830
88.9 IPS |
|
Image Classification (F16)
|
100% |
1316
141.0 IPS |
|
Image Classification (I8)
|
80% |
1043
111.8 IPS |
|
Image Segmentation (F32)
|
100% |
1744
10.8 IPS |
|
Image Segmentation (F16)
|
100% |
2905
17.9 IPS |
|
Image Segmentation (I8)
|
89% |
3276
20.2 IPS |
|
Pose Estimation (F32)
|
100% |
1039
4.20 IPS |
|
Pose Estimation (F16)
|
100% |
1845
7.47 IPS |
|
Pose Estimation (I8)
|
80% |
1838
7.44 IPS |
|
Object Detection (F32)
|
100% |
295
10.4 IPS |
|
Object Detection (F16)
|
99% |
533
18.7 IPS |
|
Object Detection (I8)
|
53% |
511
17.9 IPS |
|
Face Detection (F32)
|
100% |
1413
16.2 IPS |
|
Face Detection (F16)
|
97% |
2460
28.3 IPS |
|
Face Detection (I8)
|
76% |
1964
22.6 IPS |
|
Text Classification (F32)
|
100% |
458
181.3 IPS |
|
Text Classification (F16)
|
98% |
508
201.1 IPS |
|
Machine Translation (F32)
|
100% |
447
68.9 IPS |
|
Machine Translation (F16)
|
100% |
445
68.6 IPS |