Upload Date | October 15 2022 02:16 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Google Pixel 6 Pro |
Model ID | Google Pixel 6 Pro |
Motherboard | raven |
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 @ 2.25 GHz |
Cluster 3 | 2 Cores @ 2.80 GHz |
Memory Information | |
---|---|
Size | 11.25 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
122
13.1 IPS |
|
Image Classification (F16)
|
100% |
107
11.5 IPS |
|
Image Classification (I8)
|
81% |
281
30.1 IPS |
|
Image Segmentation (F32)
|
100% |
346
2.14 IPS |
|
Image Segmentation (F16)
|
100% |
380
2.35 IPS |
|
Image Segmentation (I8)
|
89% |
907
5.61 IPS |
|
Pose Estimation (F32)
|
100% |
268
1.09 IPS |
|
Pose Estimation (F16)
|
100% |
248
1.00 IPS |
|
Pose Estimation (I8)
|
80% |
230
0.93 IPS |
|
Object Detection (F32)
|
100% |
142
4.99 IPS |
|
Object Detection (F16)
|
100% |
138
4.84 IPS |
|
Object Detection (I8)
|
52% |
314
11.0 IPS |
|
Face Detection (F32)
|
100% |
398
4.58 IPS |
|
Face Detection (F16)
|
100% |
408
4.69 IPS |
|
Face Detection (I8)
|
75% |
528
6.06 IPS |
|
Text Classification (F32)
|
100% |
433
171.3 IPS |
|
Text Classification (F16)
|
100% |
470
185.7 IPS |
|
Machine Translation (F32)
|
100% |
648
99.9 IPS |
|
Machine Translation (F16)
|
100% |
649
100.1 IPS |