Upload Date | May 26 2021 09:06 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone 11 |
Model ID | iPhone12,1 |
Motherboard | N104AP |
CPU Information | |
---|---|
Name | Apple A13 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.66 GHz |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.77 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
548
58.7 IPS |
|
Image Classification (F16)
|
100% |
529
56.7 IPS |
|
Image Classification (I8)
|
81% |
320
34.3 IPS |
|
Image Segmentation (F32)
|
100% |
845
5.22 IPS |
|
Image Segmentation (F16)
|
100% |
821
5.07 IPS |
|
Image Segmentation (I8)
|
89% |
1106
6.83 IPS |
|
Pose Estimation (F32)
|
100% |
259
1.05 IPS |
|
Pose Estimation (F16)
|
100% |
103
0.42 IPS |
|
Pose Estimation (I8)
|
80% |
294
1.19 IPS |
|
Object Detection (F32)
|
100% |
786
27.6 IPS |
|
Object Detection (F16)
|
100% |
784
27.5 IPS |
|
Object Detection (I8)
|
52% |
606
21.3 IPS |
|
Face Detection (F32)
|
100% |
845
9.70 IPS |
|
Face Detection (F16)
|
100% |
907
10.4 IPS |
|
Face Detection (I8)
|
75% |
706
8.11 IPS |
|
Text Classification (F32)
|
100% |
1995
789.0 IPS |
|
Text Classification (F16)
|
100% |
1998
790.1 IPS |
|
Machine Translation (F32)
|
100% |
1215
187.3 IPS |
|
Machine Translation (F16)
|
100% |
1203
185.5 IPS |