Upload Date | May 26 2021 09:02 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.5.1 |
Model | iPhone XR |
Model ID | iPhone11,8 |
Motherboard | N841AP |
CPU Information | |
---|---|
Name | Apple A12 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.78 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
457
49.0 IPS |
|
Image Classification (F16)
|
100% |
448
48.0 IPS |
|
Image Classification (I8)
|
81% |
279
29.9 IPS |
|
Image Segmentation (F32)
|
100% |
735
4.54 IPS |
|
Image Segmentation (F16)
|
100% |
731
4.51 IPS |
|
Image Segmentation (I8)
|
89% |
956
5.90 IPS |
|
Pose Estimation (F32)
|
100% |
129
0.52 IPS |
|
Pose Estimation (F16)
|
100% |
131
0.53 IPS |
|
Pose Estimation (I8)
|
80% |
208
0.84 IPS |
|
Object Detection (F32)
|
100% |
646
22.7 IPS |
|
Object Detection (F16)
|
100% |
667
23.4 IPS |
|
Object Detection (I8)
|
52% |
555
19.5 IPS |
|
Face Detection (F32)
|
100% |
614
7.05 IPS |
|
Face Detection (F16)
|
100% |
615
7.06 IPS |
|
Face Detection (I8)
|
75% |
552
6.34 IPS |
|
Text Classification (F32)
|
100% |
763
301.7 IPS |
|
Text Classification (F16)
|
100% |
778
307.7 IPS |
|
Machine Translation (F32)
|
100% |
997
153.6 IPS |
|
Machine Translation (F16)
|
100% |
993
153.0 IPS |