Upload Date | August 09 2023 10:22 AM |
Views | 2 |
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 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
497
53.2 IPS |
|
Image Classification (F16)
|
100% |
7773
832.8 IPS |
|
Image Classification (I8)
|
79% |
11217
1.20 KIPS |
|
Image Segmentation (F32)
|
100% |
598
3.69 IPS |
|
Image Segmentation (F16)
|
96% |
10394
64.2 IPS |
|
Image Segmentation (I8)
|
89% |
34109
210.7 IPS |
|
Pose Estimation (F32)
|
100% |
454
1.84 IPS |
|
Pose Estimation (F16)
|
100% |
5542
22.4 IPS |
|
Pose Estimation (I8)
|
80% |
12574
50.9 IPS |
|
Object Detection (F32)
|
100% |
427
15.0 IPS |
|
Object Detection (F16)
|
100% |
1611
56.5 IPS |
|
Object Detection (I8)
|
50% |
1823
64.0 IPS |
|
Face Detection (F32)
|
100% |
766
8.80 IPS |
|
Face Detection (F16)
|
98% |
12435
142.9 IPS |
|
Face Detection (I8)
|
75% |
26131
300.2 IPS |
|
Text Classification (F32)
|
100% |
92
36.4 IPS |
|
Text Classification (F16)
|
100% |
1281
506.7 IPS |
|
Machine Translation (F32)
|
100% |
691
106.4 IPS |
|
Machine Translation (F16)
|
100% |
688
106.0 IPS |