Upload Date | December 12 2024 05:53 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | OnePlus 6T |
Model ID | OnePlus ONEPLUS A6013 |
Motherboard | sdm845 |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 6 part 2050 revision 13 |
Base Frequency | 1.77 GHz |
Cluster 1 | 4 Cores @ 1.77 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Memory Information | |
---|---|
Size | 7.46 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
152
16.3 IPS |
|
Image Classification (F16)
|
100% |
155
16.6 IPS |
|
Image Classification (I8)
|
81% |
165
17.7 IPS |
|
Image Segmentation (F32)
|
100% |
318
1.97 IPS |
|
Image Segmentation (F16)
|
100% |
319
1.97 IPS |
|
Image Segmentation (I8)
|
89% |
670
4.14 IPS |
|
Pose Estimation (F32)
|
100% |
126
0.51 IPS |
|
Pose Estimation (F16)
|
100% |
119
0.48 IPS |
|
Pose Estimation (I8)
|
80% |
192
0.78 IPS |
|
Object Detection (F32)
|
100% |
231
8.11 IPS |
|
Object Detection (F16)
|
100% |
230
8.09 IPS |
|
Object Detection (I8)
|
52% |
263
9.23 IPS |
|
Face Detection (F32)
|
100% |
296
3.40 IPS |
|
Face Detection (F16)
|
100% |
296
3.40 IPS |
|
Face Detection (I8)
|
75% |
429
4.92 IPS |
|
Text Classification (F32)
|
100% |
200
79.0 IPS |
|
Text Classification (F16)
|
100% |
202
80.0 IPS |
|
Machine Translation (F32)
|
100% |
235
36.3 IPS |
|
Machine Translation (F16)
|
100% |
233
35.9 IPS |