Upload Date | September 28 2021 11:35 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.0 |
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 | 3.24 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 | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
5288
566.6 IPS |
|
Image Classification (F16)
|
100% |
5180
555.1 IPS |
|
Image Classification (I8)
|
81% |
670
71.8 IPS |
|
Image Segmentation (F32)
|
100% |
1955
12.1 IPS |
|
Image Segmentation (F16)
|
100% |
1926
11.9 IPS |
|
Image Segmentation (I8)
|
89% |
1109
6.85 IPS |
|
Pose Estimation (F32)
|
100% |
22972
93.0 IPS |
|
Pose Estimation (F16)
|
100% |
22716
91.9 IPS |
|
Pose Estimation (I8)
|
80% |
211
0.85 IPS |
|
Object Detection (F32)
|
100% |
6681
234.5 IPS |
|
Object Detection (F16)
|
100% |
6917
242.7 IPS |
|
Object Detection (I8)
|
52% |
882
30.9 IPS |
|
Face Detection (F32)
|
100% |
7690
88.4 IPS |
|
Face Detection (F16)
|
100% |
7884
90.6 IPS |
|
Face Detection (I8)
|
75% |
839
9.64 IPS |
|
Text Classification (F32)
|
100% |
1152
455.5 IPS |
|
Text Classification (F16)
|
100% |
1088
430.4 IPS |
|
Machine Translation (F32)
|
100% |
1964
302.6 IPS |
|
Machine Translation (F16)
|
100% |
1957
301.6 IPS |