Upload Date | November 30 2023 08:42 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | OnePlus 6 |
Model ID | OnePlus ONEPLUS A6000 |
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 | 5.50 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
150
16.1 IPS |
|
Image Classification (F16)
|
100% |
152
16.3 IPS |
|
Image Classification (I8)
|
81% |
166
17.7 IPS |
|
Image Segmentation (F32)
|
100% |
317
1.96 IPS |
|
Image Segmentation (F16)
|
100% |
320
1.97 IPS |
|
Image Segmentation (I8)
|
89% |
686
4.24 IPS |
|
Pose Estimation (F32)
|
100% |
128
0.52 IPS |
|
Pose Estimation (F16)
|
100% |
128
0.52 IPS |
|
Pose Estimation (I8)
|
80% |
197
0.80 IPS |
|
Object Detection (F32)
|
100% |
230
8.05 IPS |
|
Object Detection (F16)
|
100% |
198
6.96 IPS |
|
Object Detection (I8)
|
52% |
219
7.70 IPS |
|
Face Detection (F32)
|
100% |
263
3.02 IPS |
|
Face Detection (F16)
|
100% |
265
3.05 IPS |
|
Face Detection (I8)
|
75% |
373
4.29 IPS |
|
Text Classification (F32)
|
100% |
150
59.1 IPS |
|
Text Classification (F16)
|
100% |
148
58.6 IPS |
|
Machine Translation (F32)
|
100% |
229
35.3 IPS |
|
Machine Translation (F16)
|
100% |
211
32.6 IPS |