Upload Date | August 11 2023 10:32 AM |
Views | 3 |
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% |
481
51.6 IPS |
|
Image Classification (F16)
|
100% |
7504
804.1 IPS |
|
Image Classification (I8)
|
79% |
10709
1.15 KIPS |
|
Image Segmentation (F32)
|
100% |
588
3.63 IPS |
|
Image Segmentation (F16)
|
96% |
10378
64.1 IPS |
|
Image Segmentation (I8)
|
89% |
33866
209.2 IPS |
|
Pose Estimation (F32)
|
100% |
456
1.85 IPS |
|
Pose Estimation (F16)
|
100% |
5663
22.9 IPS |
|
Pose Estimation (I8)
|
80% |
9840
39.8 IPS |
|
Object Detection (F32)
|
100% |
418
14.7 IPS |
|
Object Detection (F16)
|
100% |
1545
54.2 IPS |
|
Object Detection (I8)
|
50% |
1795
63.0 IPS |
|
Face Detection (F32)
|
100% |
730
8.39 IPS |
|
Face Detection (F16)
|
98% |
10938
125.7 IPS |
|
Face Detection (I8)
|
75% |
22276
255.9 IPS |
|
Text Classification (F32)
|
100% |
89
35.0 IPS |
|
Text Classification (F16)
|
100% |
1139
450.5 IPS |
|
Machine Translation (F32)
|
100% |
678
104.4 IPS |
|
Machine Translation (F16)
|
100% |
673
103.8 IPS |