Upload Date | October 06 2022 06:24 PM |
Views | 1 |
System Information | |
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Operating System | iOS 15.6.1 |
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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
549
58.8 IPS |
|
Image Classification (F16)
|
100% |
533
57.1 IPS |
|
Image Classification (I8)
|
81% |
287
30.7 IPS |
|
Image Segmentation (F32)
|
100% |
856
5.29 IPS |
|
Image Segmentation (F16)
|
100% |
850
5.25 IPS |
|
Image Segmentation (I8)
|
89% |
1094
6.76 IPS |
|
Pose Estimation (F32)
|
100% |
266
1.08 IPS |
|
Pose Estimation (F16)
|
100% |
260
1.05 IPS |
|
Pose Estimation (I8)
|
80% |
328
1.33 IPS |
|
Object Detection (F32)
|
100% |
784
27.5 IPS |
|
Object Detection (F16)
|
100% |
781
27.4 IPS |
|
Object Detection (I8)
|
52% |
578
20.3 IPS |
|
Face Detection (F32)
|
100% |
988
11.4 IPS |
|
Face Detection (F16)
|
100% |
980
11.3 IPS |
|
Face Detection (I8)
|
75% |
707
8.13 IPS |
|
Text Classification (F32)
|
100% |
1543
610.5 IPS |
|
Text Classification (F16)
|
100% |
1465
579.3 IPS |
|
Machine Translation (F32)
|
100% |
1148
176.9 IPS |
|
Machine Translation (F16)
|
100% |
1187
182.9 IPS |