Upload Date | October 22 2021 09:16 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
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 | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
5020
537.9 IPS |
|
Image Classification (F16)
|
100% |
5040
540.0 IPS |
|
Image Classification (I8)
|
81% |
647
69.4 IPS |
|
Image Segmentation (F32)
|
100% |
1860
11.5 IPS |
|
Image Segmentation (F16)
|
100% |
1858
11.5 IPS |
|
Image Segmentation (I8)
|
89% |
1183
7.31 IPS |
|
Pose Estimation (F32)
|
100% |
16766
67.8 IPS |
|
Pose Estimation (F16)
|
100% |
18279
74.0 IPS |
|
Pose Estimation (I8)
|
80% |
224
0.91 IPS |
|
Object Detection (F32)
|
100% |
6379
223.9 IPS |
|
Object Detection (F16)
|
100% |
6438
226.0 IPS |
|
Object Detection (I8)
|
52% |
916
32.2 IPS |
|
Face Detection (F32)
|
100% |
6824
78.4 IPS |
|
Face Detection (F16)
|
100% |
6844
78.6 IPS |
|
Face Detection (I8)
|
75% |
875
10.1 IPS |
|
Text Classification (F32)
|
100% |
1031
407.7 IPS |
|
Text Classification (F16)
|
100% |
1038
410.7 IPS |
|
Machine Translation (F32)
|
100% |
1688
260.1 IPS |
|
Machine Translation (F16)
|
100% |
1693
260.9 IPS |