Upload Date | September 28 2021 07:44 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone14,2 |
Model ID | iPhone14,2 |
Motherboard | D63AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.23 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 | 5.56 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
5462
585.3 IPS |
|
Image Classification (F16)
|
100% |
5414
580.1 IPS |
|
Image Classification (I8)
|
81% |
684
73.3 IPS |
|
Image Segmentation (F32)
|
100% |
2027
12.5 IPS |
|
Image Segmentation (F16)
|
100% |
1997
12.3 IPS |
|
Image Segmentation (I8)
|
89% |
1188
7.34 IPS |
|
Pose Estimation (F32)
|
100% |
21279
86.1 IPS |
|
Pose Estimation (F16)
|
100% |
21501
87.0 IPS |
|
Pose Estimation (I8)
|
80% |
227
0.92 IPS |
|
Object Detection (F32)
|
100% |
7133
250.3 IPS |
|
Object Detection (F16)
|
100% |
7171
251.6 IPS |
|
Object Detection (I8)
|
52% |
925
32.5 IPS |
|
Face Detection (F32)
|
100% |
7889
90.6 IPS |
|
Face Detection (F16)
|
100% |
7708
88.6 IPS |
|
Face Detection (I8)
|
75% |
920
10.6 IPS |
|
Text Classification (F32)
|
100% |
1135
448.8 IPS |
|
Text Classification (F16)
|
100% |
1123
444.2 IPS |
|
Machine Translation (F32)
|
100% |
1970
303.6 IPS |
|
Machine Translation (F16)
|
100% |
1966
303.0 IPS |