Upload Date | May 11 2021 12:21 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.5.1 |
Model | iPhone 12 Pro |
Model ID | iPhone13,3 |
Motherboard | D53pAP |
CPU Information | |
---|---|
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 | 5.61 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4892
524.2 IPS |
|
Image Classification (F16)
|
100% |
4811
515.5 IPS |
|
Image Classification (I8)
|
81% |
644
69.0 IPS |
|
Image Segmentation (F32)
|
100% |
1911
11.8 IPS |
|
Image Segmentation (F16)
|
100% |
1833
11.3 IPS |
|
Image Segmentation (I8)
|
89% |
1127
6.96 IPS |
|
Pose Estimation (F32)
|
100% |
17776
71.9 IPS |
|
Pose Estimation (F16)
|
100% |
18279
74.0 IPS |
|
Pose Estimation (I8)
|
80% |
215
0.87 IPS |
|
Object Detection (F32)
|
100% |
2167
76.1 IPS |
|
Object Detection (F16)
|
100% |
2163
75.9 IPS |
|
Object Detection (I8)
|
52% |
696
24.4 IPS |
|
Face Detection (F32)
|
100% |
6071
69.7 IPS |
|
Face Detection (F16)
|
100% |
6051
69.5 IPS |
|
Face Detection (I8)
|
75% |
862
9.90 IPS |
|
Text Classification (F32)
|
100% |
984
389.2 IPS |
|
Text Classification (F16)
|
100% |
973
384.7 IPS |
|
Machine Translation (F32)
|
100% |
1675
258.1 IPS |
|
Machine Translation (F16)
|
100% |
1673
257.8 IPS |