Upload Date | October 21 2021 07:28 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
Model | iPhone XS |
Model ID | iPhone11,2 |
Motherboard | D321AP |
CPU Information | |
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Name | Apple A12 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.69 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
323
34.7 IPS |
|
Image Classification (F16)
|
100% |
323
34.7 IPS |
|
Image Classification (I8)
|
81% |
266
28.5 IPS |
|
Image Segmentation (F32)
|
100% |
548
3.38 IPS |
|
Image Segmentation (F16)
|
100% |
548
3.39 IPS |
|
Image Segmentation (I8)
|
89% |
770
4.76 IPS |
|
Pose Estimation (F32)
|
100% |
147
0.60 IPS |
|
Pose Estimation (F16)
|
100% |
147
0.59 IPS |
|
Pose Estimation (I8)
|
80% |
192
0.78 IPS |
|
Object Detection (F32)
|
100% |
479
16.8 IPS |
|
Object Detection (F16)
|
100% |
518
18.2 IPS |
|
Object Detection (I8)
|
52% |
472
16.6 IPS |
|
Face Detection (F32)
|
100% |
594
6.82 IPS |
|
Face Detection (F16)
|
100% |
595
6.84 IPS |
|
Face Detection (I8)
|
75% |
504
5.79 IPS |
|
Text Classification (F32)
|
100% |
537
212.5 IPS |
|
Text Classification (F16)
|
100% |
540
213.6 IPS |
|
Machine Translation (F32)
|
100% |
673
103.7 IPS |
|
Machine Translation (F16)
|
100% |
671
103.4 IPS |