| User | musarikhotso | 
| Upload Date | November 20 2024 07:29 PM | 
| Views | 17 | 
| AI Information | |
|---|---|
| Framework | TensorFlow Lite | 
| Backend | NNAPI | 
| Device | Google Tensor | 
| System Information | |
|---|---|
| Operating System | Android 15 | 
| Model | Google Pixel 6 | 
| Model ID | Google Pixel 6 | 
| Motherboard | oriole | 
| Governor | sched_pixel | 
| CPU Information | |
|---|---|
| Name | ARM ARMv8 | 
| Topology | 1 Processor, 8 Cores | 
| Identifier | ARM implementer 65 architecture 8 variant 1 part 3396 revision 0 | 
| Base Frequency | 1.80 GHz | 
| Cluster 1 | 4 Cores @ 1.80 GHz | 
| Cluster 2 | 2 Cores @ 2.25 GHz | 
| Cluster 3 | 2 Cores @ 2.80 GHz | 
| Memory Information | |
|---|---|
| Size | 7.41 GB | 
| Workload | Accuracy | Score | |
|---|---|---|---|
| 
Image Classification (SP)
 | 
100% | 
137
 25.6 IPS  | 
|
| 
Image Classification (HP)
 | 
100% | 
4305
 800.6 IPS  | 
|
| 
Image Classification (Q)
 | 
99% | 
7674
 1.43 KIPS  | 
|
| 
Image Segmentation (SP)
 | 
100% | 
168
 2.73 IPS  | 
|
| 
Image Segmentation (HP)
 | 
100% | 
3544
 57.5 IPS  | 
|
| 
Image Segmentation (Q)
 | 
98% | 
9753
 158.6 IPS  | 
|
| 
Pose Estimation (SP)
 | 
100% | 
201
 0.24 IPS  | 
|
| 
Pose Estimation (HP)
 | 
100% | 
19233
 22.4 IPS  | 
|
| 
Pose Estimation (Q)
 | 
97% | 
47828
 56.0 IPS  | 
|
| 
Object Detection (SP)
 | 
100% | 
115
 9.09 IPS  | 
|
| 
Object Detection (HP)
 | 
100% | 
113
 8.93 IPS  | 
|
| 
Object Detection (Q)
 | 
87% | 
357
 28.6 IPS  | 
|
| 
Face Detection (SP)
 | 
100% | 
323
 3.83 IPS  | 
|
| 
Face Detection (HP)
 | 
100% | 
9876
 117.3 IPS  | 
|
| 
Face Detection (Q)
 | 
97% | 
19051
 227.2 IPS  | 
|
| 
Depth Estimation (SP)
 | 
100% | 
251
 1.94 IPS  | 
|
| 
Depth Estimation (HP)
 | 
99% | 
17854
 137.6 IPS  | 
|
| 
Depth Estimation (Q)
 | 
64% | 
24038
 221.3 IPS  | 
|
| 
Style Transfer (SP)
 | 
100% | 
438
 0.56 IPS  | 
|
| 
Style Transfer (HP)
 | 
100% | 
416
 0.53 IPS  | 
|
| 
Style Transfer (Q)
 | 
98% | 
2464
 3.18 IPS  | 
|
| 
Image Super-Resolution (SP)
 | 
100% | 
123
 4.54 IPS  | 
|
| 
Image Super-Resolution (HP)
 | 
100% | 
122
 4.49 IPS  | 
|
| 
Image Super-Resolution (Q)
 | 
97% | 
11425
 423.3 IPS  | 
|
| 
Text Classification (SP)
 | 
100% | 
144
 191.7 IPS  | 
|
| 
Text Classification (HP)
 | 
100% | 
143
 191.5 IPS  | 
|
| 
Text Classification (Q)
 | 
92% | 
1609
 2.16 KIPS  | 
|
| 
Machine Translation (SP)
 | 
100% | 
259
 4.47 IPS  | 
|
| 
Machine Translation (HP)
 | 
100% | 
241
 4.15 IPS  | 
|
| 
Machine Translation (Q)
 | 
57% | 
237
 5.79 IPS  |