Upload Date | January 14 2022 11:16 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.2.1 |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
549
58.8 IPS |
|
Image Classification (F16)
|
100% |
544
58.3 IPS |
|
Image Classification (I8)
|
81% |
320
34.2 IPS |
|
Image Segmentation (F32)
|
100% |
877
5.42 IPS |
|
Image Segmentation (F16)
|
100% |
875
5.41 IPS |
|
Image Segmentation (I8)
|
89% |
1114
6.88 IPS |
|
Pose Estimation (F32)
|
100% |
286
1.16 IPS |
|
Pose Estimation (F16)
|
100% |
283
1.15 IPS |
|
Pose Estimation (I8)
|
80% |
341
1.38 IPS |
|
Object Detection (F32)
|
100% |
804
28.2 IPS |
|
Object Detection (F16)
|
100% |
814
28.6 IPS |
|
Object Detection (I8)
|
52% |
609
21.4 IPS |
|
Face Detection (F32)
|
100% |
1005
11.5 IPS |
|
Face Detection (F16)
|
100% |
999
11.5 IPS |
|
Face Detection (I8)
|
75% |
716
8.23 IPS |
|
Text Classification (F32)
|
100% |
2000
790.9 IPS |
|
Text Classification (F16)
|
100% |
1990
787.0 IPS |
|
Machine Translation (F32)
|
100% |
1204
185.5 IPS |
|
Machine Translation (F16)
|
100% |
1201
185.2 IPS |