Upload Date | August 09 2023 10:26 AM |
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 | |
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Size | 11.15 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
490
52.5 IPS |
|
Image Classification (F16)
|
100% |
458
49.1 IPS |
|
Image Classification (I8)
|
81% |
435
46.6 IPS |
|
Image Segmentation (F32)
|
100% |
2004
12.4 IPS |
|
Image Segmentation (F16)
|
100% |
3591
22.2 IPS |
|
Image Segmentation (I8)
|
89% |
3639
22.5 IPS |
|
Pose Estimation (F32)
|
100% |
722
2.92 IPS |
|
Pose Estimation (F16)
|
0% |
2113
8.55 IPS |
|
Pose Estimation (I8)
|
0% |
2118
8.57 IPS |
|
Object Detection (F32)
|
100% |
430
15.1 IPS |
|
Object Detection (F16)
|
99% |
584
20.5 IPS |
|
Object Detection (I8)
|
54% |
583
20.5 IPS |
|
Face Detection (F32)
|
100% |
1410
16.2 IPS |
|
Face Detection (F16)
|
97% |
2261
26.0 IPS |
|
Face Detection (I8)
|
75% |
2116
24.3 IPS |
|
Text Classification (F32)
|
100% |
277
109.8 IPS |
|
Text Classification (F16)
|
46% |
425
168.3 IPS |
|
Machine Translation (F32)
|
100% |
684
105.4 IPS |
|
Machine Translation (F16)
|
100% |
685
105.6 IPS |