Upload Date | August 18 2023 02:33 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.3.1 |
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% |
461
49.4 IPS |
|
Image Classification (F16)
|
100% |
449
48.1 IPS |
|
Image Classification (I8)
|
81% |
266
28.5 IPS |
|
Image Segmentation (F32)
|
100% |
749
4.62 IPS |
|
Image Segmentation (F16)
|
100% |
756
4.67 IPS |
|
Image Segmentation (I8)
|
89% |
958
5.92 IPS |
|
Pose Estimation (F32)
|
100% |
232
0.94 IPS |
|
Pose Estimation (F16)
|
100% |
211
0.85 IPS |
|
Pose Estimation (I8)
|
80% |
265
1.07 IPS |
|
Object Detection (F32)
|
100% |
681
23.9 IPS |
|
Object Detection (F16)
|
100% |
686
24.1 IPS |
|
Object Detection (I8)
|
52% |
520
18.3 IPS |
|
Face Detection (F32)
|
100% |
832
9.56 IPS |
|
Face Detection (F16)
|
100% |
828
9.51 IPS |
|
Face Detection (I8)
|
75% |
598
6.88 IPS |
|
Text Classification (F32)
|
100% |
757
299.3 IPS |
|
Text Classification (F16)
|
100% |
759
300.2 IPS |
|
Machine Translation (F32)
|
100% |
999
153.9 IPS |
|
Machine Translation (F16)
|
100% |
1000
154.1 IPS |