User | CharlesDorer |
Upload Date | April 19 2025 03:38 AM |
Views | 5 |
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 | 7.38 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
245
45.5 IPS |
|
Image Classification (HP)
|
100% |
4920
914.9 IPS |
|
Image Classification (Q)
|
99% |
7013
1.31 KIPS |
|
Image Segmentation (SP)
|
100% |
260
4.21 IPS |
|
Image Segmentation (HP)
|
100% |
6882
111.6 IPS |
|
Image Segmentation (Q)
|
98% |
15017
244.2 IPS |
|
Pose Estimation (SP)
|
100% |
380
0.44 IPS |
|
Pose Estimation (HP)
|
100% |
31132
36.3 IPS |
|
Pose Estimation (Q)
|
97% |
63482
74.3 IPS |
|
Object Detection (SP)
|
100% |
217
17.2 IPS |
|
Object Detection (HP)
|
100% |
4708
373.5 IPS |
|
Object Detection (Q)
|
87% |
5805
465.6 IPS |
|
Face Detection (SP)
|
100% |
475
5.64 IPS |
|
Face Detection (HP)
|
100% |
13168
156.5 IPS |
|
Face Detection (Q)
|
97% |
27653
329.7 IPS |
|
Depth Estimation (SP)
|
100% |
481
3.70 IPS |
|
Depth Estimation (HP)
|
99% |
30765
237.0 IPS |
|
Depth Estimation (Q)
|
64% |
37555
345.7 IPS |
|
Style Transfer (SP)
|
100% |
631
0.81 IPS |
|
Style Transfer (HP)
|
100% |
570
0.73 IPS |
|
Style Transfer (Q)
|
72% |
2962
4.08 IPS |
|
Image Super-Resolution (SP)
|
100% |
216
7.98 IPS |
|
Image Super-Resolution (HP)
|
100% |
8326
307.4 IPS |
|
Image Super-Resolution (Q)
|
97% |
15320
567.7 IPS |
|
Text Classification (SP)
|
100% |
315
420.9 IPS |
|
Text Classification (HP)
|
100% |
318
424.7 IPS |
|
Text Classification (Q)
|
92% |
1645
2.21 KIPS |
|
Machine Translation (SP)
|
100% |
450
7.75 IPS |
|
Machine Translation (HP)
|
100% |
399
6.88 IPS |
|
Machine Translation (Q)
|
57% |
288
7.03 IPS |