Upload Date | December 08 2022 12:32 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.1.1 |
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 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
433
46.3 IPS |
|
Image Classification (F16)
|
100% |
426
45.6 IPS |
|
Image Classification (I8)
|
81% |
271
29.0 IPS |
|
Image Segmentation (F32)
|
100% |
688
4.25 IPS |
|
Image Segmentation (F16)
|
100% |
681
4.21 IPS |
|
Image Segmentation (I8)
|
89% |
940
5.80 IPS |
|
Pose Estimation (F32)
|
100% |
196
0.79 IPS |
|
Pose Estimation (F16)
|
100% |
219
0.89 IPS |
|
Pose Estimation (I8)
|
80% |
259
1.05 IPS |
|
Object Detection (F32)
|
100% |
627
22.0 IPS |
|
Object Detection (F16)
|
100% |
660
23.2 IPS |
|
Object Detection (I8)
|
52% |
484
17.0 IPS |
|
Face Detection (F32)
|
100% |
804
9.24 IPS |
|
Face Detection (F16)
|
100% |
794
9.12 IPS |
|
Face Detection (I8)
|
75% |
562
6.46 IPS |
|
Text Classification (F32)
|
100% |
761
300.8 IPS |
|
Text Classification (F16)
|
100% |
764
302.0 IPS |
|
Machine Translation (F32)
|
100% |
933
143.7 IPS |
|
Machine Translation (F16)
|
100% |
974
150.2 IPS |