User | M91 |
Upload Date | August 29 2024 11:29 AM |
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% |
240
44.7 IPS |
|
Image Classification (HP)
|
100% |
390
72.5 IPS |
|
Image Classification (Q)
|
97% |
382
71.3 IPS |
|
Image Segmentation (SP)
|
100% |
855
13.9 IPS |
|
Image Segmentation (HP)
|
100% |
983
15.9 IPS |
|
Image Segmentation (Q)
|
98% |
941
15.3 IPS |
|
Pose Estimation (SP)
|
100% |
479
0.56 IPS |
|
Pose Estimation (HP)
|
100% |
666
0.78 IPS |
|
Pose Estimation (Q)
|
96% |
661
0.77 IPS |
|
Object Detection (SP)
|
100% |
281
22.3 IPS |
|
Object Detection (HP)
|
100% |
312
24.7 IPS |
|
Object Detection (Q)
|
92% |
312
24.9 IPS |
|
Face Detection (SP)
|
100% |
1149
13.7 IPS |
|
Face Detection (HP)
|
100% |
1358
16.1 IPS |
|
Face Detection (Q)
|
97% |
1138
13.6 IPS |
|
Depth Estimation (SP)
|
100% |
919
7.08 IPS |
|
Depth Estimation (HP)
|
99% |
1103
8.50 IPS |
|
Depth Estimation (Q)
|
72% |
1025
8.49 IPS |
|
Style Transfer (SP)
|
100% |
2515
3.23 IPS |
|
Style Transfer (HP)
|
100% |
3297
4.24 IPS |
|
Style Transfer (Q)
|
98% |
3273
4.22 IPS |
|
Image Super-Resolution (SP)
|
100% |
452
16.7 IPS |
|
Image Super-Resolution (HP)
|
100% |
539
19.9 IPS |
|
Image Super-Resolution (Q)
|
97% |
523
19.4 IPS |
|
Text Classification (SP)
|
100% |
168
224.3 IPS |
|
Text Classification (HP)
|
100% |
166
221.8 IPS |
|
Text Classification (Q)
|
91% |
253
339.8 IPS |
|
Machine Translation (SP)
|
100% |
550
9.47 IPS |
|
Machine Translation (HP)
|
100% |
528
9.10 IPS |
|
Machine Translation (Q)
|
57% |
356
8.69 IPS |