User | garethshaw |
Upload Date | May 11 2021 12:21 PM |
Views | 4 |
System Information | |
---|---|
Operating System | iOS 14.4.2 |
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 | 5.60 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
5073
543.5 IPS |
|
Image Classification (F16)
|
100% |
5057
541.8 IPS |
|
Image Classification (I8)
|
81% |
647
69.4 IPS |
|
Image Segmentation (F32)
|
100% |
1888
11.7 IPS |
|
Image Segmentation (F16)
|
100% |
1948
12.0 IPS |
|
Image Segmentation (I8)
|
89% |
1164
7.19 IPS |
|
Pose Estimation (F32)
|
100% |
19089
77.2 IPS |
|
Pose Estimation (F16)
|
100% |
18663
75.5 IPS |
|
Pose Estimation (I8)
|
80% |
217
0.88 IPS |
|
Object Detection (F32)
|
100% |
2213
77.7 IPS |
|
Object Detection (F16)
|
100% |
2206
77.4 IPS |
|
Object Detection (I8)
|
52% |
722
25.3 IPS |
|
Face Detection (F32)
|
100% |
6214
71.4 IPS |
|
Face Detection (F16)
|
100% |
6270
72.0 IPS |
|
Face Detection (I8)
|
75% |
893
10.3 IPS |
|
Text Classification (F32)
|
100% |
993
392.6 IPS |
|
Text Classification (F16)
|
100% |
988
390.9 IPS |
|
Machine Translation (F32)
|
100% |
1688
260.1 IPS |
|
Machine Translation (F16)
|
100% |
1678
258.6 IPS |