Upload Date | May 15 2022 10:11 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% |
376
40.3 IPS |
|
Image Classification (F16)
|
100% |
350
37.5 IPS |
|
Image Classification (I8)
|
81% |
284
30.4 IPS |
|
Image Segmentation (F32)
|
100% |
610
3.77 IPS |
|
Image Segmentation (F16)
|
100% |
594
3.67 IPS |
|
Image Segmentation (I8)
|
89% |
818
5.05 IPS |
|
Pose Estimation (F32)
|
100% |
203
0.82 IPS |
|
Pose Estimation (F16)
|
100% |
178
0.72 IPS |
|
Pose Estimation (I8)
|
80% |
193
0.78 IPS |
|
Object Detection (F32)
|
100% |
459
16.1 IPS |
|
Object Detection (F16)
|
100% |
531
18.6 IPS |
|
Object Detection (I8)
|
52% |
503
17.7 IPS |
|
Face Detection (F32)
|
100% |
673
7.73 IPS |
|
Face Detection (F16)
|
100% |
641
7.36 IPS |
|
Face Detection (I8)
|
75% |
572
6.57 IPS |
|
Text Classification (F32)
|
100% |
579
228.8 IPS |
|
Text Classification (F16)
|
100% |
650
257.2 IPS |
|
Machine Translation (F32)
|
100% |
717
110.5 IPS |
|
Machine Translation (F16)
|
100% |
733
113.0 IPS |