User | M91 |
Upload Date | August 22 2024 12:35 PM |
Views | 2 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
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% |
361
67.1 IPS |
|
Image Classification (HP)
|
100% |
393
73.1 IPS |
|
Image Classification (Q)
|
97% |
344
64.3 IPS |
|
Image Segmentation (SP)
|
100% |
877
14.2 IPS |
|
Image Segmentation (HP)
|
100% |
972
15.8 IPS |
|
Image Segmentation (Q)
|
98% |
910
14.8 IPS |
|
Pose Estimation (SP)
|
100% |
479
0.56 IPS |
|
Pose Estimation (HP)
|
100% |
667
0.78 IPS |
|
Pose Estimation (Q)
|
96% |
664
0.78 IPS |
|
Object Detection (SP)
|
100% |
262
20.8 IPS |
|
Object Detection (HP)
|
100% |
294
23.3 IPS |
|
Object Detection (Q)
|
92% |
313
25.0 IPS |
|
Face Detection (SP)
|
100% |
1165
13.8 IPS |
|
Face Detection (HP)
|
100% |
1171
13.9 IPS |
|
Face Detection (Q)
|
97% |
1104
13.2 IPS |
|
Depth Estimation (SP)
|
100% |
909
7.00 IPS |
|
Depth Estimation (HP)
|
99% |
1095
8.44 IPS |
|
Depth Estimation (Q)
|
72% |
1003
8.31 IPS |
|
Style Transfer (SP)
|
100% |
2512
3.23 IPS |
|
Style Transfer (HP)
|
100% |
3224
4.14 IPS |
|
Style Transfer (Q)
|
98% |
3298
4.25 IPS |
|
Image Super-Resolution (SP)
|
100% |
468
17.3 IPS |
|
Image Super-Resolution (HP)
|
100% |
539
19.9 IPS |
|
Image Super-Resolution (Q)
|
97% |
510
18.9 IPS |
|
Text Classification (SP)
|
100% |
166
221.0 IPS |
|
Text Classification (HP)
|
100% |
167
223.2 IPS |
|
Text Classification (Q)
|
91% |
249
335.3 IPS |
|
Machine Translation (SP)
|
100% |
272
4.68 IPS |
|
Machine Translation (HP)
|
100% |
544
9.37 IPS |
|
Machine Translation (Q)
|
57% |
267
6.52 IPS |