Upload Date | September 25 2024 05:43 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Nothing A015 |
Model ID | Nothing A015 |
Motherboard | Tetris |
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 0 |
Base Frequency | 2.00 GHz |
Cluster 1 | 4 Cores @ 2.00 GHz |
Cluster 2 | 4 Cores @ 2.50 GHz |
Memory Information | |
---|---|
Size | 7.28 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
185
34.5 IPS |
|
Image Classification (F16)
|
100% |
251
47.0 IPS |
|
Image Classification (I8)
|
97% |
216
40.5 IPS |
|
Image Segmentation (F32)
|
100% |
365
6.10 IPS |
|
Image Segmentation (F16)
|
100% |
423
7.06 IPS |
|
Image Segmentation (I8)
|
98% |
412
6.89 IPS |
|
Pose Estimation (F32)
|
100% |
185
0.22 IPS |
|
Pose Estimation (F16)
|
100% |
245
0.30 IPS |
|
Pose Estimation (I8)
|
100% |
244
0.30 IPS |
|
Object Detection (F32)
|
100% |
171
12.8 IPS |
|
Object Detection (F16)
|
100% |
205
15.3 IPS |
|
Object Detection (I8)
|
62% |
219
16.3 IPS |
|
Face Detection (F32)
|
100% |
702
8.34 IPS |
|
Face Detection (F16)
|
98% |
770
9.16 IPS |
|
Face Detection (I8)
|
86% |
748
8.89 IPS |
|
Depth Estimation (F32)
|
100% |
386
3.00 IPS |
|
Depth Estimation (F16)
|
100% |
483
3.75 IPS |
|
Depth Estimation (I8)
|
95% |
479
3.71 IPS |
|
Style Transfer (F32)
|
100% |
979
1.29 IPS |
|
Style Transfer (F16)
|
100% |
1164
1.53 IPS |
|
Style Transfer (I8)
|
98% |
1162
1.53 IPS |
|
Image Super-Resolution (F32)
|
100% |
223
7.98 IPS |
|
Image Super-Resolution (F16)
|
100% |
253
9.02 IPS |
|
Image Super-Resolution (I8)
|
98% |
252
8.99 IPS |
|
Text Classification (F32)
|
100% |
108
154.6 IPS |
|
Text Classification (F16)
|
100% |
107
153.6 IPS |
|
Text Classification (I8)
|
92% |
269
387.3 IPS |
|
Machine Translation (F32)
|
100% |
191
3.51 IPS |
|
Machine Translation (F16)
|
100% |
192
3.54 IPS |
|
Machine Translation (I8)
|
64% |
304
5.60 IPS |