User | nwisecup |
Upload Date | August 29 2024 11:46 PM |
Views | 5 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device | Google Tensor G3 |
System Information | |
---|---|
Operating System | Android 14 |
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
51.5 IPS |
|
Image Classification (HP)
|
100% |
3744
696.2 IPS |
|
Image Classification (Q)
|
99% |
4645
866.4 IPS |
|
Image Segmentation (SP)
|
100% |
356
5.77 IPS |
|
Image Segmentation (HP)
|
100% |
9087
147.3 IPS |
|
Image Segmentation (Q)
|
98% |
19673
319.9 IPS |
|
Pose Estimation (SP)
|
100% |
427
0.50 IPS |
|
Pose Estimation (HP)
|
100% |
31290
36.5 IPS |
|
Pose Estimation (Q)
|
97% |
61861
72.4 IPS |
|
Object Detection (SP)
|
100% |
245
19.5 IPS |
|
Object Detection (HP)
|
100% |
4146
328.8 IPS |
|
Object Detection (Q)
|
90% |
5181
414.2 IPS |
|
Face Detection (SP)
|
100% |
577
6.86 IPS |
|
Face Detection (HP)
|
100% |
13155
156.3 IPS |
|
Face Detection (Q)
|
97% |
32527
387.8 IPS |
|
Depth Estimation (SP)
|
100% |
507
3.91 IPS |
|
Depth Estimation (HP)
|
99% |
29532
227.5 IPS |
|
Depth Estimation (Q)
|
70% |
36028
303.5 IPS |
|
Style Transfer (SP)
|
100% |
770
0.99 IPS |
|
Style Transfer (HP)
|
100% |
771
0.99 IPS |
|
Style Transfer (Q)
|
27% |
203
4.18 IPS |
|
Image Super-Resolution (SP)
|
100% |
290
10.7 IPS |
|
Image Super-Resolution (HP)
|
100% |
9015
332.9 IPS |
|
Image Super-Resolution (Q)
|
97% |
16472
610.4 IPS |
|
Text Classification (SP)
|
100% |
350
467.5 IPS |
|
Text Classification (HP)
|
100% |
351
468.0 IPS |
|
Text Classification (Q)
|
92% |
983
1.32 KIPS |
|
Machine Translation (SP)
|
100% |
543
9.36 IPS |
|
Machine Translation (HP)
|
100% |
547
9.43 IPS |
|
Machine Translation (Q)
|
57% |
374
9.14 IPS |