Upload Date | August 13 2023 06:30 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Google Pixel 7 Pro |
Model ID | Google Pixel 7 Pro |
Motherboard | cheetah |
Governor | sched_pixel |
CPU Information | |
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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 | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
488
52.2 IPS |
|
Image Classification (F16)
|
100% |
7893
845.7 IPS |
|
Image Classification (I8)
|
79% |
11429
1.22 KIPS |
|
Image Segmentation (F32)
|
100% |
580
3.58 IPS |
|
Image Segmentation (F16)
|
96% |
12148
75.0 IPS |
|
Image Segmentation (I8)
|
89% |
35224
217.6 IPS |
|
Pose Estimation (F32)
|
100% |
457
1.85 IPS |
|
Pose Estimation (F16)
|
100% |
5671
22.9 IPS |
|
Pose Estimation (I8)
|
80% |
13238
53.6 IPS |
|
Object Detection (F32)
|
100% |
421
14.8 IPS |
|
Object Detection (F16)
|
100% |
1588
55.7 IPS |
|
Object Detection (I8)
|
50% |
1854
65.1 IPS |
|
Face Detection (F32)
|
100% |
774
8.89 IPS |
|
Face Detection (F16)
|
98% |
12447
143.0 IPS |
|
Face Detection (I8)
|
75% |
27359
314.3 IPS |
|
Text Classification (F32)
|
100% |
95
37.5 IPS |
|
Text Classification (F16)
|
100% |
1310
518.1 IPS |
|
Machine Translation (F32)
|
100% |
680
104.8 IPS |
|
Machine Translation (F16)
|
100% |
676
104.1 IPS |