Upload Date | October 21 2021 07:05 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
Model | iPhone XR |
Model ID | iPhone11,8 |
Motherboard | N841AP |
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 | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.77 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
445
47.6 IPS |
|
Image Classification (F16)
|
100% |
448
48.0 IPS |
|
Image Classification (I8)
|
81% |
271
29.0 IPS |
|
Image Segmentation (F32)
|
100% |
735
4.54 IPS |
|
Image Segmentation (F16)
|
100% |
429
2.65 IPS |
|
Image Segmentation (I8)
|
89% |
832
5.14 IPS |
|
Pose Estimation (F32)
|
100% |
166
0.67 IPS |
|
Pose Estimation (F16)
|
100% |
169
0.68 IPS |
|
Pose Estimation (I8)
|
80% |
241
0.98 IPS |
|
Object Detection (F32)
|
100% |
672
23.6 IPS |
|
Object Detection (F16)
|
100% |
646
22.7 IPS |
|
Object Detection (I8)
|
52% |
504
17.7 IPS |
|
Face Detection (F32)
|
100% |
748
8.59 IPS |
|
Face Detection (F16)
|
100% |
709
8.14 IPS |
|
Face Detection (I8)
|
75% |
558
6.41 IPS |
|
Text Classification (F32)
|
100% |
777
307.4 IPS |
|
Text Classification (F16)
|
100% |
751
297.2 IPS |
|
Machine Translation (F32)
|
100% |
995
153.3 IPS |
|
Machine Translation (F16)
|
100% |
992
152.9 IPS |