Upload Date | September 28 2021 11:24 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone 12 |
Model ID | iPhone13,2 |
Motherboard | D53gAP |
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 | 3.62 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
5224
559.7 IPS |
|
Image Classification (F16)
|
100% |
5169
553.9 IPS |
|
Image Classification (I8)
|
81% |
644
69.1 IPS |
|
Image Segmentation (F32)
|
100% |
1775
11.0 IPS |
|
Image Segmentation (F16)
|
100% |
1825
11.3 IPS |
|
Image Segmentation (I8)
|
89% |
1096
6.77 IPS |
|
Pose Estimation (F32)
|
100% |
18981
76.8 IPS |
|
Pose Estimation (F16)
|
100% |
16800
68.0 IPS |
|
Pose Estimation (I8)
|
80% |
210
0.85 IPS |
|
Object Detection (F32)
|
100% |
6898
242.1 IPS |
|
Object Detection (F16)
|
100% |
6836
239.9 IPS |
|
Object Detection (I8)
|
52% |
850
29.8 IPS |
|
Face Detection (F32)
|
100% |
6875
79.0 IPS |
|
Face Detection (F16)
|
100% |
6805
78.2 IPS |
|
Face Detection (I8)
|
75% |
816
9.38 IPS |
|
Text Classification (F32)
|
100% |
1023
404.8 IPS |
|
Text Classification (F16)
|
100% |
1025
405.5 IPS |
|
Machine Translation (F32)
|
100% |
1690
260.5 IPS |
|
Machine Translation (F16)
|
100% |
1692
260.8 IPS |