Upload Date | October 22 2021 08:47 PM |
Views | 4 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
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% |
540
57.9 IPS |
|
Image Classification (I8)
|
81% |
284
30.4 IPS |
|
Image Segmentation (F32)
|
100% |
862
5.33 IPS |
|
Image Segmentation (F16)
|
100% |
852
5.26 IPS |
|
Image Segmentation (I8)
|
89% |
1108
6.84 IPS |
|
Pose Estimation (F32)
|
100% |
274
1.11 IPS |
|
Pose Estimation (F16)
|
100% |
266
1.08 IPS |
|
Pose Estimation (I8)
|
80% |
313
1.27 IPS |
|
Object Detection (F32)
|
100% |
780
27.4 IPS |
|
Object Detection (F16)
|
100% |
770
27.0 IPS |
|
Object Detection (I8)
|
52% |
558
19.6 IPS |
|
Face Detection (F32)
|
100% |
921
10.6 IPS |
|
Face Detection (F16)
|
100% |
933
10.7 IPS |
|
Face Detection (I8)
|
75% |
691
7.94 IPS |
|
Text Classification (F32)
|
100% |
1723
681.4 IPS |
|
Text Classification (F16)
|
100% |
1734
685.9 IPS |
|
Machine Translation (F32)
|
100% |
1214
187.0 IPS |
|
Machine Translation (F16)
|
100% |
1212
186.9 IPS |