Upload Date | May 14 2022 10:20 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
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 | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
234
25.0 IPS |
|
Image Classification (F16)
|
100% |
231
24.7 IPS |
|
Image Classification (I8)
|
81% |
359
38.5 IPS |
|
Image Segmentation (F32)
|
100% |
770
4.76 IPS |
|
Image Segmentation (F16)
|
100% |
746
4.61 IPS |
|
Image Segmentation (I8)
|
89% |
659
4.07 IPS |
|
Pose Estimation (F32)
|
100% |
690
2.79 IPS |
|
Pose Estimation (F16)
|
100% |
669
2.71 IPS |
|
Pose Estimation (I8)
|
80% |
130
0.53 IPS |
|
Object Detection (F32)
|
100% |
663
23.3 IPS |
|
Object Detection (F16)
|
100% |
683
24.0 IPS |
|
Object Detection (I8)
|
52% |
510
17.9 IPS |
|
Face Detection (F32)
|
100% |
769
8.83 IPS |
|
Face Detection (F16)
|
100% |
762
8.76 IPS |
|
Face Detection (I8)
|
75% |
490
5.63 IPS |
|
Text Classification (F32)
|
100% |
119
47.0 IPS |
|
Text Classification (F16)
|
100% |
115
45.6 IPS |
|
Machine Translation (F32)
|
100% |
756
116.5 IPS |
|
Machine Translation (F16)
|
100% |
733
113.0 IPS |