Upload Date | May 15 2022 10:06 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
Model | iPhone 8 |
Model ID | iPhone10,1 |
Motherboard | D20AP |
CPU Information | |
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Name | Apple A11 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.39 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 1.93 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
377
40.4 IPS |
|
Image Classification (F16)
|
100% |
344
36.9 IPS |
|
Image Classification (I8)
|
81% |
286
30.7 IPS |
|
Image Segmentation (F32)
|
100% |
627
3.87 IPS |
|
Image Segmentation (F16)
|
100% |
614
3.79 IPS |
|
Image Segmentation (I8)
|
89% |
837
5.17 IPS |
|
Pose Estimation (F32)
|
100% |
207
0.84 IPS |
|
Pose Estimation (F16)
|
100% |
186
0.75 IPS |
|
Pose Estimation (I8)
|
80% |
192
0.78 IPS |
|
Object Detection (F32)
|
100% |
529
18.6 IPS |
|
Object Detection (F16)
|
100% |
530
18.6 IPS |
|
Object Detection (I8)
|
52% |
506
17.8 IPS |
|
Face Detection (F32)
|
100% |
700
8.04 IPS |
|
Face Detection (F16)
|
100% |
643
7.39 IPS |
|
Face Detection (I8)
|
75% |
579
6.65 IPS |
|
Text Classification (F32)
|
100% |
614
242.9 IPS |
|
Text Classification (F16)
|
100% |
698
276.2 IPS |
|
Machine Translation (F32)
|
100% |
743
114.6 IPS |
|
Machine Translation (F16)
|
100% |
743
114.5 IPS |