Upload Date | October 21 2021 07:44 PM |
Views | 1 |
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 | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
5407
579.3 IPS |
|
Image Classification (F16)
|
100% |
5323
570.3 IPS |
|
Image Classification (I8)
|
81% |
679
72.8 IPS |
|
Image Segmentation (F32)
|
100% |
1948
12.0 IPS |
|
Image Segmentation (F16)
|
100% |
1982
12.2 IPS |
|
Image Segmentation (I8)
|
89% |
1147
7.08 IPS |
|
Pose Estimation (F32)
|
100% |
21678
87.7 IPS |
|
Pose Estimation (F16)
|
100% |
21974
88.9 IPS |
|
Pose Estimation (I8)
|
80% |
222
0.90 IPS |
|
Object Detection (F32)
|
100% |
7139
250.5 IPS |
|
Object Detection (F16)
|
100% |
6879
241.4 IPS |
|
Object Detection (I8)
|
52% |
920
32.3 IPS |
|
Face Detection (F32)
|
100% |
7909
90.9 IPS |
|
Face Detection (F16)
|
100% |
7958
91.4 IPS |
|
Face Detection (I8)
|
75% |
885
10.2 IPS |
|
Text Classification (F32)
|
100% |
1124
444.7 IPS |
|
Text Classification (F16)
|
100% |
1101
435.5 IPS |
|
Machine Translation (F32)
|
100% |
1972
304.0 IPS |
|
Machine Translation (F16)
|
100% |
1974
304.2 IPS |