Upload Date | September 17 2021 12:10 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.4.1 |
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 | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
699
74.9 IPS |
|
Image Classification (F16)
|
100% |
1061
113.7 IPS |
|
Image Classification (I8)
|
81% |
400
42.8 IPS |
|
Image Segmentation (F32)
|
100% |
3055
18.9 IPS |
|
Image Segmentation (F16)
|
100% |
4532
28.0 IPS |
|
Image Segmentation (I8)
|
89% |
703
4.34 IPS |
|
Pose Estimation (F32)
|
100% |
1209
4.89 IPS |
|
Pose Estimation (F16)
|
100% |
3446
13.9 IPS |
|
Pose Estimation (I8)
|
80% |
130
0.53 IPS |
|
Object Detection (F32)
|
100% |
1400
49.1 IPS |
|
Object Detection (F16)
|
99% |
1511
53.0 IPS |
|
Object Detection (I8)
|
52% |
560
19.6 IPS |
|
Face Detection (F32)
|
100% |
3213
36.9 IPS |
|
Face Detection (F16)
|
97% |
5112
58.7 IPS |
|
Face Detection (I8)
|
75% |
507
5.82 IPS |
|
Text Classification (F32)
|
100% |
650
257.1 IPS |
|
Text Classification (F16)
|
98% |
783
309.6 IPS |
|
Machine Translation (F32)
|
100% |
911
140.5 IPS |
|
Machine Translation (F16)
|
100% |
913
140.6 IPS |