User | HayakawaYusuke |
Upload Date | October 22 2022 10:24 PM |
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% |
485
52.0 IPS |
|
Image Classification (F16)
|
100% |
7040
754.3 IPS |
|
Image Classification (I8)
|
79% |
10740
1.15 KIPS |
|
Image Segmentation (F32)
|
100% |
589
3.64 IPS |
|
Image Segmentation (F16)
|
96% |
12073
74.6 IPS |
|
Image Segmentation (I8)
|
89% |
34368
212.3 IPS |
|
Pose Estimation (F32)
|
100% |
455
1.84 IPS |
|
Pose Estimation (F16)
|
100% |
5767
23.3 IPS |
|
Pose Estimation (I8)
|
80% |
13435
54.4 IPS |
|
Object Detection (F32)
|
100% |
436
15.3 IPS |
|
Object Detection (F16)
|
100% |
1626
57.1 IPS |
|
Object Detection (I8)
|
50% |
1875
65.8 IPS |
|
Face Detection (F32)
|
100% |
798
9.17 IPS |
|
Face Detection (F16)
|
98% |
13120
150.7 IPS |
|
Face Detection (I8)
|
75% |
24372
280.0 IPS |
|
Text Classification (F32)
|
100% |
70
27.7 IPS |
|
Text Classification (F16)
|
100% |
1287
509.0 IPS |
|
Machine Translation (F32)
|
100% |
684
105.4 IPS |
|
Machine Translation (F16)
|
100% |
682
105.1 IPS |