Upload Date | June 12 2021 06:39 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone XS |
Model ID | iPhone11,2 |
Motherboard | D321AP |
CPU Information | |
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Name | Apple A12 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.70 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
466
50.0 IPS |
|
Image Classification (F16)
|
100% |
466
49.9 IPS |
|
Image Classification (I8)
|
81% |
278
29.7 IPS |
|
Image Segmentation (F32)
|
100% |
765
4.72 IPS |
|
Image Segmentation (F16)
|
100% |
760
4.70 IPS |
|
Image Segmentation (I8)
|
89% |
977
6.04 IPS |
|
Pose Estimation (F32)
|
100% |
248
1.00 IPS |
|
Pose Estimation (F16)
|
100% |
141
0.57 IPS |
|
Pose Estimation (I8)
|
80% |
242
0.98 IPS |
|
Object Detection (F32)
|
100% |
673
23.6 IPS |
|
Object Detection (F16)
|
100% |
679
23.8 IPS |
|
Object Detection (I8)
|
52% |
526
18.5 IPS |
|
Face Detection (F32)
|
100% |
797
9.16 IPS |
|
Face Detection (F16)
|
100% |
786
9.03 IPS |
|
Face Detection (I8)
|
75% |
605
6.95 IPS |
|
Text Classification (F32)
|
100% |
786
310.8 IPS |
|
Text Classification (F16)
|
100% |
777
307.5 IPS |
|
Machine Translation (F32)
|
100% |
995
153.3 IPS |
|
Machine Translation (F16)
|
100% |
994
153.1 IPS |