Upload Date | November 25 2021 05:20 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.1 |
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 | 3.76 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
552
59.1 IPS |
|
Image Classification (F16)
|
100% |
550
58.9 IPS |
|
Image Classification (I8)
|
81% |
313
33.5 IPS |
|
Image Segmentation (F32)
|
100% |
888
5.49 IPS |
|
Image Segmentation (F16)
|
100% |
873
5.39 IPS |
|
Image Segmentation (I8)
|
89% |
1110
6.86 IPS |
|
Pose Estimation (F32)
|
100% |
283
1.15 IPS |
|
Pose Estimation (F16)
|
100% |
275
1.11 IPS |
|
Pose Estimation (I8)
|
80% |
339
1.37 IPS |
|
Object Detection (F32)
|
100% |
809
28.4 IPS |
|
Object Detection (F16)
|
100% |
810
28.4 IPS |
|
Object Detection (I8)
|
52% |
606
21.3 IPS |
|
Face Detection (F32)
|
100% |
1012
11.6 IPS |
|
Face Detection (F16)
|
100% |
1002
11.5 IPS |
|
Face Detection (I8)
|
75% |
724
8.32 IPS |
|
Text Classification (F32)
|
100% |
1997
790.0 IPS |
|
Text Classification (F16)
|
100% |
1904
753.1 IPS |
|
Machine Translation (F32)
|
100% |
1205
185.8 IPS |
|
Machine Translation (F16)
|
100% |
1191
183.5 IPS |