Upload Date | September 17 2021 12:12 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.8 |
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 | 3.69 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
562
60.2 IPS |
|
Image Classification (F16)
|
100% |
544
58.3 IPS |
|
Image Classification (I8)
|
81% |
332
35.6 IPS |
|
Image Segmentation (F32)
|
100% |
875
5.40 IPS |
|
Image Segmentation (F16)
|
100% |
865
5.34 IPS |
|
Image Segmentation (I8)
|
89% |
1131
6.99 IPS |
|
Pose Estimation (F32)
|
100% |
284
1.15 IPS |
|
Pose Estimation (F16)
|
100% |
280
1.13 IPS |
|
Pose Estimation (I8)
|
80% |
218
0.88 IPS |
|
Object Detection (F32)
|
100% |
784
27.5 IPS |
|
Object Detection (F16)
|
100% |
784
27.5 IPS |
|
Object Detection (I8)
|
52% |
616
21.6 IPS |
|
Face Detection (F32)
|
100% |
893
10.3 IPS |
|
Face Detection (F16)
|
100% |
945
10.9 IPS |
|
Face Detection (I8)
|
75% |
714
8.20 IPS |
|
Text Classification (F32)
|
100% |
1910
755.4 IPS |
|
Text Classification (F16)
|
100% |
2003
792.1 IPS |
|
Machine Translation (F32)
|
100% |
1213
187.0 IPS |
|
Machine Translation (F16)
|
100% |
1211
186.7 IPS |