Upload Date | June 15 2021 02:48 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 | 3.59 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
5269
564.6 IPS |
|
Image Classification (F16)
|
100% |
5249
562.4 IPS |
|
Image Classification (I8)
|
81% |
647
69.3 IPS |
|
Image Segmentation (F32)
|
100% |
1839
11.4 IPS |
|
Image Segmentation (F16)
|
100% |
1838
11.4 IPS |
|
Image Segmentation (I8)
|
89% |
1183
7.31 IPS |
|
Pose Estimation (F32)
|
100% |
17937
72.6 IPS |
|
Pose Estimation (F16)
|
100% |
19211
77.7 IPS |
|
Pose Estimation (I8)
|
80% |
223
0.90 IPS |
|
Object Detection (F32)
|
100% |
6384
224.0 IPS |
|
Object Detection (F16)
|
100% |
6375
223.7 IPS |
|
Object Detection (I8)
|
52% |
917
32.2 IPS |
|
Face Detection (F32)
|
100% |
6818
78.3 IPS |
|
Face Detection (F16)
|
100% |
6746
77.5 IPS |
|
Face Detection (I8)
|
75% |
877
10.1 IPS |
|
Text Classification (F32)
|
100% |
1037
410.1 IPS |
|
Text Classification (F16)
|
100% |
1032
408.3 IPS |
|
Machine Translation (F32)
|
100% |
1679
258.8 IPS |
|
Machine Translation (F16)
|
100% |
1676
258.3 IPS |