Upload Date | November 03 2021 11:13 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
Model | iPhone 11 |
Model ID | iPhone12,1 |
Motherboard | N104AP |
CPU Information | |
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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 | 3.76 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
552
59.2 IPS |
|
Image Classification (F16)
|
100% |
543
58.2 IPS |
|
Image Classification (I8)
|
81% |
326
34.9 IPS |
|
Image Segmentation (F32)
|
100% |
876
5.41 IPS |
|
Image Segmentation (F16)
|
100% |
864
5.34 IPS |
|
Image Segmentation (I8)
|
89% |
1114
6.88 IPS |
|
Pose Estimation (F32)
|
100% |
280
1.13 IPS |
|
Pose Estimation (F16)
|
100% |
276
1.12 IPS |
|
Pose Estimation (I8)
|
80% |
281
1.14 IPS |
|
Object Detection (F32)
|
100% |
784
27.5 IPS |
|
Object Detection (F16)
|
100% |
774
27.2 IPS |
|
Object Detection (I8)
|
52% |
607
21.3 IPS |
|
Face Detection (F32)
|
100% |
895
10.3 IPS |
|
Face Detection (F16)
|
100% |
937
10.8 IPS |
|
Face Detection (I8)
|
75% |
717
8.23 IPS |
|
Text Classification (F32)
|
100% |
2002
791.9 IPS |
|
Text Classification (F16)
|
100% |
1949
770.8 IPS |
|
Machine Translation (F32)
|
100% |
1206
185.9 IPS |
|
Machine Translation (F16)
|
100% |
1210
186.5 IPS |