Upload Date | January 14 2022 11:49 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.3 |
Model | iPhone 12 Pro |
Model ID | iPhone13,3 |
Motherboard | D53pAP |
CPU Information | |
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Name | Apple A14 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.60 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
592
63.4 IPS |
|
Image Classification (F16)
|
100% |
577
61.8 IPS |
|
Image Classification (I8)
|
81% |
396
42.4 IPS |
|
Image Segmentation (F32)
|
100% |
939
5.80 IPS |
|
Image Segmentation (F16)
|
100% |
892
5.51 IPS |
|
Image Segmentation (I8)
|
89% |
1344
8.30 IPS |
|
Pose Estimation (F32)
|
100% |
332
1.34 IPS |
|
Pose Estimation (F16)
|
100% |
325
1.31 IPS |
|
Pose Estimation (I8)
|
80% |
412
1.67 IPS |
|
Object Detection (F32)
|
100% |
819
28.7 IPS |
|
Object Detection (F16)
|
100% |
833
29.2 IPS |
|
Object Detection (I8)
|
52% |
674
23.7 IPS |
|
Face Detection (F32)
|
100% |
1031
11.8 IPS |
|
Face Detection (F16)
|
100% |
996
11.4 IPS |
|
Face Detection (I8)
|
75% |
803
9.22 IPS |
|
Text Classification (F32)
|
100% |
1982
783.8 IPS |
|
Text Classification (F16)
|
100% |
2115
836.6 IPS |
|
Machine Translation (F32)
|
100% |
1686
259.8 IPS |
|
Machine Translation (F16)
|
100% |
1686
259.8 IPS |