Upload Date | May 26 2021 09:09 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 | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3102
332.3 IPS |
|
Image Classification (F16)
|
100% |
2975
318.7 IPS |
|
Image Classification (I8)
|
81% |
445
47.7 IPS |
|
Image Segmentation (F32)
|
100% |
1550
9.57 IPS |
|
Image Segmentation (F16)
|
100% |
1549
9.57 IPS |
|
Image Segmentation (I8)
|
89% |
809
5.00 IPS |
|
Pose Estimation (F32)
|
100% |
8543
34.6 IPS |
|
Pose Estimation (F16)
|
100% |
8492
34.4 IPS |
|
Pose Estimation (I8)
|
80% |
150
0.61 IPS |
|
Object Detection (F32)
|
94% |
4984
174.9 IPS |
|
Object Detection (F16)
|
94% |
4903
172.1 IPS |
|
Object Detection (I8)
|
52% |
640
22.5 IPS |
|
Face Detection (F32)
|
67% |
3941
45.3 IPS |
|
Face Detection (F16)
|
67% |
3985
45.8 IPS |
|
Face Detection (I8)
|
75% |
619
7.12 IPS |
|
Text Classification (F32)
|
100% |
697
275.6 IPS |
|
Text Classification (F16)
|
100% |
711
281.2 IPS |
|
Machine Translation (F32)
|
100% |
1216
187.4 IPS |
|
Machine Translation (F16)
|
100% |
1202
185.3 IPS |