Upload Date | September 28 2021 11:17 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
477
51.1 IPS |
|
Image Classification (F16)
|
100% |
465
49.8 IPS |
|
Image Classification (I8)
|
81% |
281
30.1 IPS |
|
Image Segmentation (F32)
|
100% |
735
4.54 IPS |
|
Image Segmentation (F16)
|
100% |
715
4.41 IPS |
|
Image Segmentation (I8)
|
89% |
939
5.80 IPS |
|
Pose Estimation (F32)
|
100% |
155
0.63 IPS |
|
Pose Estimation (F16)
|
100% |
143
0.58 IPS |
|
Pose Estimation (I8)
|
80% |
231
0.94 IPS |
|
Object Detection (F32)
|
100% |
651
22.9 IPS |
|
Object Detection (F16)
|
100% |
650
22.8 IPS |
|
Object Detection (I8)
|
52% |
502
17.6 IPS |
|
Face Detection (F32)
|
100% |
705
8.10 IPS |
|
Face Detection (F16)
|
100% |
700
8.05 IPS |
|
Face Detection (I8)
|
75% |
557
6.40 IPS |
|
Text Classification (F32)
|
100% |
787
311.3 IPS |
|
Text Classification (F16)
|
100% |
767
303.2 IPS |
|
Machine Translation (F32)
|
100% |
989
152.5 IPS |
|
Machine Translation (F16)
|
100% |
990
152.5 IPS |