Upload Date | September 15 2021 10:03 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.7.1 |
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 | 3.77 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
555
59.5 IPS |
|
Image Classification (F16)
|
100% |
539
57.7 IPS |
|
Image Classification (I8)
|
81% |
331
35.4 IPS |
|
Image Segmentation (F32)
|
100% |
856
5.29 IPS |
|
Image Segmentation (F16)
|
100% |
846
5.23 IPS |
|
Image Segmentation (I8)
|
89% |
1119
6.91 IPS |
|
Pose Estimation (F32)
|
100% |
271
1.10 IPS |
|
Pose Estimation (F16)
|
100% |
263
1.06 IPS |
|
Pose Estimation (I8)
|
80% |
259
1.05 IPS |
|
Object Detection (F32)
|
100% |
781
27.4 IPS |
|
Object Detection (F16)
|
100% |
784
27.5 IPS |
|
Object Detection (I8)
|
52% |
606
21.3 IPS |
|
Face Detection (F32)
|
100% |
888
10.2 IPS |
|
Face Detection (F16)
|
100% |
920
10.6 IPS |
|
Face Detection (I8)
|
75% |
711
8.17 IPS |
|
Text Classification (F32)
|
100% |
2011
795.4 IPS |
|
Text Classification (F16)
|
100% |
2018
798.3 IPS |
|
Machine Translation (F32)
|
100% |
1206
185.8 IPS |
|
Machine Translation (F16)
|
100% |
1207
186.1 IPS |