Upload Date | November 11 2023 03:55 AM |
Views | 1 |
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 | |
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Size | 11.19 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
107
11.5 IPS |
|
Image Classification (F16)
|
100% |
256
27.4 IPS |
|
Image Classification (I8)
|
81% |
277
29.7 IPS |
|
Image Segmentation (F32)
|
100% |
491
3.03 IPS |
|
Image Segmentation (F16)
|
100% |
470
2.91 IPS |
|
Image Segmentation (I8)
|
89% |
700
4.32 IPS |
|
Pose Estimation (F32)
|
100% |
317
1.28 IPS |
|
Pose Estimation (F16)
|
100% |
306
1.24 IPS |
|
Pose Estimation (I8)
|
80% |
229
0.93 IPS |
|
Object Detection (F32)
|
100% |
139
4.88 IPS |
|
Object Detection (F16)
|
100% |
135
4.73 IPS |
|
Object Detection (I8)
|
52% |
329
11.5 IPS |
|
Face Detection (F32)
|
100% |
584
6.71 IPS |
|
Face Detection (F16)
|
100% |
566
6.51 IPS |
|
Face Detection (I8)
|
75% |
523
6.01 IPS |
|
Text Classification (F32)
|
100% |
938
371.1 IPS |
|
Text Classification (F16)
|
100% |
934
369.3 IPS |
|
Machine Translation (F32)
|
100% |
694
107.0 IPS |
|
Machine Translation (F16)
|
100% |
696
107.3 IPS |