Upload Date | October 23 2021 10:35 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
Model | iPhone 8 |
Model ID | iPhone10,1 |
Motherboard | D20AP |
CPU Information | |
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Name | Apple A11 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.39 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 1.93 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
235
25.1 IPS |
|
Image Classification (F16)
|
100% |
233
25.0 IPS |
|
Image Classification (I8)
|
81% |
359
38.5 IPS |
|
Image Segmentation (F32)
|
100% |
761
4.70 IPS |
|
Image Segmentation (F16)
|
100% |
753
4.65 IPS |
|
Image Segmentation (I8)
|
89% |
660
4.07 IPS |
|
Pose Estimation (F32)
|
100% |
694
2.81 IPS |
|
Pose Estimation (F16)
|
100% |
689
2.79 IPS |
|
Pose Estimation (I8)
|
80% |
131
0.53 IPS |
|
Object Detection (F32)
|
100% |
568
19.9 IPS |
|
Object Detection (F16)
|
100% |
547
19.2 IPS |
|
Object Detection (I8)
|
52% |
510
17.9 IPS |
|
Face Detection (F32)
|
100% |
804
9.24 IPS |
|
Face Detection (F16)
|
100% |
746
8.57 IPS |
|
Face Detection (I8)
|
75% |
490
5.63 IPS |
|
Text Classification (F32)
|
100% |
119
47.1 IPS |
|
Text Classification (F16)
|
100% |
127
50.3 IPS |
|
Machine Translation (F32)
|
100% |
737
113.5 IPS |
|
Machine Translation (F16)
|
100% |
747
115.1 IPS |