Upload Date | February 22 2023 12:38 PM |
Views | 8 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Nothing A063 |
Model ID | Nothing A063 |
Motherboard | Spacewar |
Governor | schedutil |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3393 revision 1 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.40 GHz |
Cluster 3 | 1 Core @ 2.52 GHz |
Memory Information | |
---|---|
Size | 7.09 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
610
65.4 IPS |
|
Image Classification (F16)
|
100% |
907
97.1 IPS |
|
Image Classification (I8)
|
80% |
780
83.6 IPS |
|
Image Segmentation (F32)
|
100% |
1484
9.17 IPS |
|
Image Segmentation (F16)
|
100% |
2423
15.0 IPS |
|
Image Segmentation (I8)
|
89% |
2150
13.3 IPS |
|
Pose Estimation (F32)
|
100% |
711
2.88 IPS |
|
Pose Estimation (F16)
|
100% |
1355
5.48 IPS |
|
Pose Estimation (I8)
|
80% |
1351
5.46 IPS |
|
Object Detection (F32)
|
100% |
430
15.1 IPS |
|
Object Detection (F16)
|
99% |
562
19.7 IPS |
|
Object Detection (I8)
|
53% |
538
18.9 IPS |
|
Face Detection (F32)
|
100% |
1177
13.5 IPS |
|
Face Detection (F16)
|
97% |
1898
21.8 IPS |
|
Face Detection (I8)
|
75% |
1637
18.8 IPS |
|
Text Classification (F32)
|
100% |
342
135.2 IPS |
|
Text Classification (F16)
|
98% |
443
175.2 IPS |
|
Machine Translation (F32)
|
100% |
443
68.3 IPS |
|
Machine Translation (F16)
|
100% |
445
68.6 IPS |