Upload Date | October 22 2021 08:49 PM |
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% |
548
58.7 IPS |
|
Image Classification (F16)
|
100% |
539
57.8 IPS |
|
Image Classification (I8)
|
81% |
322
34.5 IPS |
|
Image Segmentation (F32)
|
100% |
872
5.39 IPS |
|
Image Segmentation (F16)
|
100% |
862
5.33 IPS |
|
Image Segmentation (I8)
|
89% |
1118
6.91 IPS |
|
Pose Estimation (F32)
|
100% |
279
1.13 IPS |
|
Pose Estimation (F16)
|
100% |
274
1.11 IPS |
|
Pose Estimation (I8)
|
80% |
334
1.35 IPS |
|
Object Detection (F32)
|
100% |
614
21.5 IPS |
|
Object Detection (F16)
|
100% |
763
26.8 IPS |
|
Object Detection (I8)
|
52% |
607
21.3 IPS |
|
Face Detection (F32)
|
100% |
848
9.74 IPS |
|
Face Detection (F16)
|
100% |
881
10.1 IPS |
|
Face Detection (I8)
|
75% |
710
8.16 IPS |
|
Text Classification (F32)
|
100% |
1993
788.4 IPS |
|
Text Classification (F16)
|
100% |
1950
771.4 IPS |
|
Machine Translation (F32)
|
100% |
1210
186.5 IPS |
|
Machine Translation (F16)
|
100% |
1202
185.2 IPS |