Upload Date | September 19 2024 11:15 AM |
Views | 2 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 15 |
Model | Google Pixel 8a |
Model ID | Google Pixel 8a |
Motherboard | akita |
Governor | sched_pixel |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 9 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3406 revision 0 |
Base Frequency | 1.70 GHz |
Cluster 1 | 4 Cores @ 1.70 GHz |
Cluster 2 | 4 Cores @ 2.37 GHz |
Cluster 3 | 1 Core @ 2.91 GHz |
Memory Information | |
---|---|
Size | 7.42 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
239
44.5 IPS |
|
Image Classification (HP)
|
100% |
3447
641.0 IPS |
|
Image Classification (Q)
|
99% |
5147
960.0 IPS |
|
Image Segmentation (SP)
|
100% |
296
4.80 IPS |
|
Image Segmentation (HP)
|
100% |
9116
147.8 IPS |
|
Image Segmentation (Q)
|
98% |
15089
245.4 IPS |
|
Pose Estimation (SP)
|
100% |
369
0.43 IPS |
|
Pose Estimation (HP)
|
100% |
31161
36.4 IPS |
|
Pose Estimation (Q)
|
97% |
62620
73.3 IPS |
|
Object Detection (SP)
|
100% |
202
16.0 IPS |
|
Object Detection (HP)
|
100% |
4072
323.0 IPS |
|
Object Detection (Q)
|
87% |
4906
393.5 IPS |
|
Face Detection (SP)
|
100% |
476
5.65 IPS |
|
Face Detection (HP)
|
100% |
12971
154.1 IPS |
|
Face Detection (Q)
|
97% |
28625
341.3 IPS |
|
Depth Estimation (SP)
|
100% |
380
2.93 IPS |
|
Depth Estimation (HP)
|
99% |
29109
224.3 IPS |
|
Depth Estimation (Q)
|
64% |
35140
323.5 IPS |
|
Style Transfer (SP)
|
100% |
582
0.75 IPS |
|
Style Transfer (HP)
|
100% |
567
0.73 IPS |
|
Style Transfer (Q)
|
74% |
1963
2.67 IPS |
|
Image Super-Resolution (SP)
|
100% |
169
6.24 IPS |
|
Image Super-Resolution (HP)
|
100% |
7832
289.2 IPS |
|
Image Super-Resolution (Q)
|
97% |
14287
529.4 IPS |
|
Text Classification (SP)
|
100% |
271
362.2 IPS |
|
Text Classification (HP)
|
100% |
273
364.7 IPS |
|
Text Classification (Q)
|
92% |
1320
1.77 KIPS |
|
Machine Translation (SP)
|
100% |
416
7.16 IPS |
|
Machine Translation (HP)
|
100% |
378
6.51 IPS |
|
Machine Translation (Q)
|
57% |
267
6.52 IPS |