Upload Date | October 21 2021 07:16 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
Model | iPhone14,5 |
Model ID | iPhone14,5 |
Motherboard | D17AP |
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 | 3.60 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
5273
565.0 IPS |
|
Image Classification (F16)
|
100% |
5327
570.7 IPS |
|
Image Classification (I8)
|
81% |
701
75.1 IPS |
|
Image Segmentation (F32)
|
100% |
2059
12.7 IPS |
|
Image Segmentation (F16)
|
100% |
2061
12.7 IPS |
|
Image Segmentation (I8)
|
89% |
1248
7.71 IPS |
|
Pose Estimation (F32)
|
100% |
23274
94.2 IPS |
|
Pose Estimation (F16)
|
100% |
21619
87.5 IPS |
|
Pose Estimation (I8)
|
80% |
238
0.96 IPS |
|
Object Detection (F32)
|
100% |
6977
244.9 IPS |
|
Object Detection (F16)
|
100% |
6911
242.5 IPS |
|
Object Detection (I8)
|
52% |
976
34.3 IPS |
|
Face Detection (F32)
|
100% |
7935
91.2 IPS |
|
Face Detection (F16)
|
100% |
7843
90.1 IPS |
|
Face Detection (I8)
|
75% |
916
10.5 IPS |
|
Text Classification (F32)
|
100% |
1099
434.8 IPS |
|
Text Classification (F16)
|
100% |
1106
437.3 IPS |
|
Machine Translation (F32)
|
100% |
1973
304.1 IPS |
|
Machine Translation (F16)
|
100% |
1968
303.3 IPS |