Upload Date | October 21 2022 11:42 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Google Pixel 7 Pro |
Model ID | Google Pixel 7 Pro |
Motherboard | cheetah |
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 @ 2.35 GHz |
Cluster 3 | 2 Cores @ 2.85 GHz |
Memory Information | |
---|---|
Size | 11.15 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
476
51.0 IPS |
|
Image Classification (F16)
|
100% |
6584
705.5 IPS |
|
Image Classification (I8)
|
79% |
10413
1.12 KIPS |
|
Image Segmentation (F32)
|
100% |
573
3.54 IPS |
|
Image Segmentation (F16)
|
96% |
10183
62.9 IPS |
|
Image Segmentation (I8)
|
89% |
33153
204.8 IPS |
|
Pose Estimation (F32)
|
100% |
451
1.82 IPS |
|
Pose Estimation (F16)
|
100% |
5757
23.3 IPS |
|
Pose Estimation (I8)
|
80% |
13365
54.1 IPS |
|
Object Detection (F32)
|
100% |
398
14.0 IPS |
|
Object Detection (F16)
|
100% |
1598
56.1 IPS |
|
Object Detection (I8)
|
50% |
1878
65.9 IPS |
|
Face Detection (F32)
|
100% |
733
8.42 IPS |
|
Face Detection (F16)
|
98% |
10269
118.0 IPS |
|
Face Detection (I8)
|
75% |
23963
275.3 IPS |
|
Text Classification (F32)
|
100% |
68
27.0 IPS |
|
Text Classification (F16)
|
100% |
1253
495.7 IPS |
|
Machine Translation (F32)
|
100% |
685
105.6 IPS |
|
Machine Translation (F16)
|
100% |
688
106.1 IPS |