Upload Date | September 25 2024 05:49 PM |
Views | 3 |
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% |
184
34.4 IPS |
|
Image Classification (F16)
|
100% |
245
45.9 IPS |
|
Image Classification (I8)
|
97% |
220
41.1 IPS |
|
Image Segmentation (F32)
|
100% |
361
6.04 IPS |
|
Image Segmentation (F16)
|
100% |
422
7.04 IPS |
|
Image Segmentation (I8)
|
98% |
404
6.74 IPS |
|
Pose Estimation (F32)
|
100% |
184
0.22 IPS |
|
Pose Estimation (F16)
|
100% |
244
0.30 IPS |
|
Pose Estimation (I8)
|
100% |
245
0.30 IPS |
|
Object Detection (F32)
|
100% |
165
12.3 IPS |
|
Object Detection (F16)
|
100% |
221
16.5 IPS |
|
Object Detection (I8)
|
62% |
214
16.0 IPS |
|
Face Detection (F32)
|
100% |
698
8.30 IPS |
|
Face Detection (F16)
|
98% |
779
9.26 IPS |
|
Face Detection (I8)
|
86% |
730
8.69 IPS |
|
Depth Estimation (F32)
|
100% |
386
2.99 IPS |
|
Depth Estimation (F16)
|
100% |
484
3.75 IPS |
|
Depth Estimation (I8)
|
95% |
481
3.73 IPS |
|
Style Transfer (F32)
|
100% |
980
1.29 IPS |
|
Style Transfer (F16)
|
100% |
1163
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% |
253
9.05 IPS |
|
Image Super-Resolution (I8)
|
98% |
251
8.98 IPS |
|
Text Classification (F32)
|
100% |
107
153.2 IPS |
|
Text Classification (F16)
|
100% |
107
154.2 IPS |
|
Text Classification (I8)
|
92% |
269
387.1 IPS |
|
Machine Translation (F32)
|
100% |
190
3.50 IPS |
|
Machine Translation (F16)
|
100% |
191
3.52 IPS |
|
Machine Translation (I8)
|
64% |
303
5.57 IPS |