Upload Date | April 25 2024 06:18 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 14 |
Model | OnePlus CPH2583 |
Model ID | OnePlus CPH2583 |
Motherboard | pineapple |
Governor | uag |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3458 revision 1 |
Base Frequency | 2.26 GHz |
Cluster 1 | 2 Cores @ 2.27 GHz |
Cluster 2 | 2 Cores @ 2.96 GHz |
Cluster 3 | 3 Cores @ 3.15 GHz |
Cluster 4 | 1 Core @ 3.30 GHz |
Memory Information | |
---|---|
Size | 14.90 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
414
77.4 IPS |
|
Image Classification (F16)
|
100% |
494
92.4 IPS |
|
Image Classification (I8)
|
97% |
821
153.7 IPS |
|
Image Segmentation (F32)
|
100% |
589
9.84 IPS |
|
Image Segmentation (F16)
|
100% |
616
10.3 IPS |
|
Image Segmentation (I8)
|
98% |
615
10.3 IPS |
|
Pose Estimation (F32)
|
100% |
1399
1.69 IPS |
|
Pose Estimation (F16)
|
100% |
1354
1.64 IPS |
|
Pose Estimation (I8)
|
100% |
5266
6.38 IPS |
|
Object Detection (F32)
|
100% |
535
39.9 IPS |
|
Object Detection (F16)
|
100% |
460
34.3 IPS |
|
Object Detection (I8)
|
61% |
1042
77.8 IPS |
|
Face Detection (F32)
|
100% |
1106
13.2 IPS |
|
Face Detection (F16)
|
100% |
1076
12.8 IPS |
|
Face Detection (I8)
|
86% |
1838
21.8 IPS |
|
Depth Estimation (F32)
|
100% |
1236
9.59 IPS |
|
Depth Estimation (F16)
|
100% |
1239
9.61 IPS |
|
Depth Estimation (I8)
|
95% |
1902
14.7 IPS |
|
Style Transfer (F32)
|
100% |
2415
3.18 IPS |
|
Style Transfer (F16)
|
100% |
2356
3.10 IPS |
|
Style Transfer (I8)
|
98% |
4698
6.18 IPS |
|
Image Super-Resolution (F32)
|
100% |
557
19.9 IPS |
|
Image Super-Resolution (F16)
|
100% |
563
20.1 IPS |
|
Image Super-Resolution (I8)
|
98% |
1405
50.2 IPS |
|
Text Classification (F32)
|
100% |
481
691.5 IPS |
|
Text Classification (F16)
|
100% |
331
476.2 IPS |
|
Text Classification (I8)
|
92% |
329
472.6 IPS |
|
Machine Translation (F32)
|
100% |
1011
18.6 IPS |
|
Machine Translation (F16)
|
100% |
1001
18.4 IPS |
|
Machine Translation (I8)
|
64% |
316
5.82 IPS |