Upload Date | October 24 2021 01:00 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.8 |
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
49.9 IPS |
|
Image Classification (F16)
|
100% |
465
49.9 IPS |
|
Image Classification (I8)
|
81% |
273
29.2 IPS |
|
Image Segmentation (F32)
|
100% |
785
4.85 IPS |
|
Image Segmentation (F16)
|
100% |
782
4.83 IPS |
|
Image Segmentation (I8)
|
89% |
982
6.07 IPS |
|
Pose Estimation (F32)
|
100% |
255
1.03 IPS |
|
Pose Estimation (F16)
|
100% |
242
0.98 IPS |
|
Pose Estimation (I8)
|
80% |
284
1.15 IPS |
|
Object Detection (F32)
|
100% |
705
24.8 IPS |
|
Object Detection (F16)
|
100% |
643
22.6 IPS |
|
Object Detection (I8)
|
52% |
534
18.7 IPS |
|
Face Detection (F32)
|
100% |
834
9.59 IPS |
|
Face Detection (F16)
|
100% |
830
9.53 IPS |
|
Face Detection (I8)
|
75% |
631
7.25 IPS |
|
Text Classification (F32)
|
100% |
789
312.1 IPS |
|
Text Classification (F16)
|
100% |
775
306.6 IPS |
|
Machine Translation (F32)
|
100% |
995
153.4 IPS |
|
Machine Translation (F16)
|
100% |
996
153.5 IPS |