Upload Date | May 11 2021 12:21 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 14.6 |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
644
69.0 IPS |
|
Image Classification (F16)
|
100% |
627
67.1 IPS |
|
Image Classification (I8)
|
81% |
441
47.2 IPS |
|
Image Segmentation (F32)
|
100% |
986
6.09 IPS |
|
Image Segmentation (F16)
|
100% |
960
5.93 IPS |
|
Image Segmentation (I8)
|
89% |
1376
8.50 IPS |
|
Pose Estimation (F32)
|
100% |
358
1.45 IPS |
|
Pose Estimation (F16)
|
100% |
345
1.40 IPS |
|
Pose Estimation (I8)
|
80% |
432
1.75 IPS |
|
Object Detection (F32)
|
100% |
726
25.5 IPS |
|
Object Detection (F16)
|
100% |
700
24.6 IPS |
|
Object Detection (I8)
|
52% |
558
19.6 IPS |
|
Face Detection (F32)
|
100% |
1083
12.4 IPS |
|
Face Detection (F16)
|
100% |
1070
12.3 IPS |
|
Face Detection (I8)
|
75% |
819
9.41 IPS |
|
Text Classification (F32)
|
100% |
2279
901.3 IPS |
|
Text Classification (F16)
|
100% |
2343
926.8 IPS |
|
Machine Translation (F32)
|
100% |
1683
259.4 IPS |
|
Machine Translation (F16)
|
100% |
1689
260.2 IPS |