Upload Date | July 11 2023 09:20 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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
191
20.4 IPS |
|
Image Classification (F16)
|
100% |
153
16.4 IPS |
|
Image Classification (I8)
|
81% |
261
27.9 IPS |
|
Image Segmentation (F32)
|
100% |
548
3.38 IPS |
|
Image Segmentation (F16)
|
100% |
536
3.31 IPS |
|
Image Segmentation (I8)
|
89% |
778
4.81 IPS |
|
Pose Estimation (F32)
|
100% |
272
1.10 IPS |
|
Pose Estimation (F16)
|
100% |
254
1.03 IPS |
|
Pose Estimation (I8)
|
80% |
256
1.04 IPS |
|
Object Detection (F32)
|
100% |
188
6.59 IPS |
|
Object Detection (F16)
|
100% |
302
10.6 IPS |
|
Object Detection (I8)
|
52% |
331
11.6 IPS |
|
Face Detection (F32)
|
100% |
579
6.65 IPS |
|
Face Detection (F16)
|
100% |
551
6.33 IPS |
|
Face Detection (I8)
|
75% |
558
6.41 IPS |
|
Text Classification (F32)
|
100% |
816
322.8 IPS |
|
Text Classification (F16)
|
100% |
787
311.2 IPS |
|
Machine Translation (F32)
|
100% |
602
92.8 IPS |
|
Machine Translation (F16)
|
100% |
647
99.6 IPS |