User | ronitroyri |
Upload Date | October 19 2024 08:18 PM |
Views | 3 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device | Google Tensor G3 |
System Information | |
---|---|
Operating System | Android 15 |
Model | Google Pixel 8 Pro |
Model ID | Google Pixel 8 Pro |
Motherboard | husky |
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 | 11.32 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
277
51.6 IPS |
|
Image Classification (HP)
|
100% |
3408
633.8 IPS |
|
Image Classification (Q)
|
99% |
4524
843.9 IPS |
|
Image Segmentation (SP)
|
100% |
354
5.74 IPS |
|
Image Segmentation (HP)
|
100% |
9276
150.4 IPS |
|
Image Segmentation (Q)
|
98% |
15068
245.0 IPS |
|
Pose Estimation (SP)
|
100% |
443
0.52 IPS |
|
Pose Estimation (HP)
|
100% |
31130
36.3 IPS |
|
Pose Estimation (Q)
|
97% |
62143
72.8 IPS |
|
Object Detection (SP)
|
100% |
269
21.4 IPS |
|
Object Detection (HP)
|
100% |
3995
316.9 IPS |
|
Object Detection (Q)
|
87% |
4549
364.9 IPS |
|
Face Detection (SP)
|
100% |
643
7.64 IPS |
|
Face Detection (HP)
|
100% |
15725
186.8 IPS |
|
Face Detection (Q)
|
97% |
23712
282.7 IPS |
|
Depth Estimation (SP)
|
100% |
561
4.33 IPS |
|
Depth Estimation (HP)
|
99% |
31903
245.8 IPS |
|
Depth Estimation (Q)
|
64% |
33010
303.9 IPS |
|
Style Transfer (SP)
|
100% |
847
1.09 IPS |
|
Style Transfer (HP)
|
100% |
861
1.11 IPS |
|
Style Transfer (Q)
|
27% |
221
4.55 IPS |
|
Image Super-Resolution (SP)
|
100% |
308
11.4 IPS |
|
Image Super-Resolution (HP)
|
100% |
7760
286.6 IPS |
|
Image Super-Resolution (Q)
|
97% |
12772
473.3 IPS |
|
Text Classification (SP)
|
100% |
425
567.3 IPS |
|
Text Classification (HP)
|
100% |
429
572.3 IPS |
|
Text Classification (Q)
|
92% |
934
1.26 KIPS |
|
Machine Translation (SP)
|
100% |
614
10.6 IPS |
|
Machine Translation (HP)
|
100% |
600
10.3 IPS |
|
Machine Translation (Q)
|
57% |
401
9.79 IPS |