Upload Date | September 25 2024 05:36 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Nothing A015 |
Model ID | Nothing A015 |
Motherboard | Tetris |
CPU Information | |
---|---|
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
186
34.7 IPS |
|
Image Classification (F16)
|
100% |
246
46.0 IPS |
|
Image Classification (I8)
|
97% |
239
44.8 IPS |
|
Image Segmentation (F32)
|
100% |
366
6.12 IPS |
|
Image Segmentation (F16)
|
100% |
424
7.08 IPS |
|
Image Segmentation (I8)
|
98% |
405
6.76 IPS |
|
Pose Estimation (F32)
|
100% |
184
0.22 IPS |
|
Pose Estimation (F16)
|
100% |
245
0.30 IPS |
|
Pose Estimation (I8)
|
100% |
245
0.30 IPS |
|
Object Detection (F32)
|
100% |
163
12.2 IPS |
|
Object Detection (F16)
|
100% |
211
15.8 IPS |
|
Object Detection (I8)
|
62% |
218
16.3 IPS |
|
Face Detection (F32)
|
100% |
701
8.33 IPS |
|
Face Detection (F16)
|
98% |
773
9.20 IPS |
|
Face Detection (I8)
|
86% |
747
8.88 IPS |
|
Depth Estimation (F32)
|
100% |
389
3.01 IPS |
|
Depth Estimation (F16)
|
100% |
483
3.74 IPS |
|
Depth Estimation (I8)
|
95% |
479
3.71 IPS |
|
Style Transfer (F32)
|
100% |
978
1.29 IPS |
|
Style Transfer (F16)
|
100% |
1164
1.53 IPS |
|
Style Transfer (I8)
|
98% |
1163
1.53 IPS |
|
Image Super-Resolution (F32)
|
100% |
224
7.99 IPS |
|
Image Super-Resolution (F16)
|
100% |
254
9.07 IPS |
|
Image Super-Resolution (I8)
|
98% |
252
9.01 IPS |
|
Text Classification (F32)
|
100% |
107
154.3 IPS |
|
Text Classification (F16)
|
100% |
107
153.9 IPS |
|
Text Classification (I8)
|
92% |
270
388.5 IPS |
|
Machine Translation (F32)
|
100% |
190
3.51 IPS |
|
Machine Translation (F16)
|
100% |
193
3.54 IPS |
|
Machine Translation (I8)
|
64% |
307
5.65 IPS |