Upload Date | September 28 2021 08:13 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone 11 Pro |
Model ID | iPhone12,3 |
Motherboard | D421AP |
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 | 3.68 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
531
56.9 IPS |
|
Image Classification (F16)
|
100% |
528
56.5 IPS |
|
Image Classification (I8)
|
81% |
303
32.4 IPS |
|
Image Segmentation (F32)
|
100% |
855
5.28 IPS |
|
Image Segmentation (F16)
|
100% |
847
5.23 IPS |
|
Image Segmentation (I8)
|
89% |
1110
6.86 IPS |
|
Pose Estimation (F32)
|
100% |
267
1.08 IPS |
|
Pose Estimation (F16)
|
100% |
155
0.63 IPS |
|
Pose Estimation (I8)
|
80% |
322
1.30 IPS |
|
Object Detection (F32)
|
100% |
782
27.4 IPS |
|
Object Detection (F16)
|
100% |
784
27.5 IPS |
|
Object Detection (I8)
|
52% |
606
21.3 IPS |
|
Face Detection (F32)
|
100% |
947
10.9 IPS |
|
Face Detection (F16)
|
100% |
958
11.0 IPS |
|
Face Detection (I8)
|
75% |
714
8.20 IPS |
|
Text Classification (F32)
|
100% |
2004
792.7 IPS |
|
Text Classification (F16)
|
100% |
1830
723.6 IPS |
|
Machine Translation (F32)
|
100% |
1202
185.2 IPS |
|
Machine Translation (F16)
|
100% |
1213
187.0 IPS |