Upload Date | October 24 2021 01:23 AM |
Views | 4 |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
460
49.3 IPS |
|
Image Classification (F16)
|
100% |
443
47.5 IPS |
|
Image Classification (I8)
|
81% |
284
30.4 IPS |
|
Image Segmentation (F32)
|
100% |
747
4.62 IPS |
|
Image Segmentation (F16)
|
100% |
730
4.51 IPS |
|
Image Segmentation (I8)
|
89% |
939
5.80 IPS |
|
Pose Estimation (F32)
|
100% |
156
0.63 IPS |
|
Pose Estimation (F16)
|
100% |
150
0.61 IPS |
|
Pose Estimation (I8)
|
80% |
231
0.93 IPS |
|
Object Detection (F32)
|
100% |
672
23.6 IPS |
|
Object Detection (F16)
|
100% |
649
22.8 IPS |
|
Object Detection (I8)
|
52% |
521
18.3 IPS |
|
Face Detection (F32)
|
100% |
732
8.41 IPS |
|
Face Detection (F16)
|
100% |
705
8.10 IPS |
|
Face Detection (I8)
|
75% |
550
6.32 IPS |
|
Text Classification (F32)
|
100% |
782
309.3 IPS |
|
Text Classification (F16)
|
100% |
784
310.0 IPS |
|
Machine Translation (F32)
|
100% |
996
153.5 IPS |
|
Machine Translation (F16)
|
100% |
992
152.9 IPS |