Upload Date | September 08 2023 05:56 AM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 14 |
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 | 11.19 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
484
51.9 IPS |
|
Image Classification (F16)
|
100% |
7390
791.8 IPS |
|
Image Classification (I8)
|
79% |
10721
1.15 KIPS |
|
Image Segmentation (F32)
|
100% |
581
3.59 IPS |
|
Image Segmentation (F16)
|
100% |
11386
70.3 IPS |
|
Image Segmentation (I8)
|
89% |
34396
212.5 IPS |
|
Pose Estimation (F32)
|
100% |
452
1.83 IPS |
|
Pose Estimation (F16)
|
100% |
5677
23.0 IPS |
|
Pose Estimation (I8)
|
80% |
11749
47.5 IPS |
|
Object Detection (F32)
|
100% |
415
14.6 IPS |
|
Object Detection (F16)
|
100% |
1587
55.7 IPS |
|
Object Detection (I8)
|
50% |
1840
64.6 IPS |
|
Face Detection (F32)
|
100% |
773
8.88 IPS |
|
Face Detection (F16)
|
100% |
526
6.05 IPS |
|
Face Detection (I8)
|
75% |
25474
292.7 IPS |
|
Text Classification (F32)
|
100% |
101
39.8 IPS |
|
Text Classification (F16)
|
100% |
1075
425.1 IPS |
|
Machine Translation (F32)
|
100% |
694
107.0 IPS |
|
Machine Translation (F16)
|
100% |
697
107.4 IPS |