Upload Date | June 11 2021 04:01 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
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 | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.78 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
461
49.4 IPS |
|
Image Classification (F16)
|
100% |
407
43.6 IPS |
|
Image Classification (I8)
|
81% |
175
18.8 IPS |
|
Image Segmentation (F32)
|
100% |
690
4.26 IPS |
|
Image Segmentation (F16)
|
100% |
349
2.15 IPS |
|
Image Segmentation (I8)
|
89% |
794
4.90 IPS |
|
Pose Estimation (F32)
|
100% |
127
0.52 IPS |
|
Pose Estimation (F16)
|
100% |
113
0.46 IPS |
|
Pose Estimation (I8)
|
80% |
173
0.70 IPS |
|
Object Detection (F32)
|
100% |
621
21.8 IPS |
|
Object Detection (F16)
|
100% |
651
22.8 IPS |
|
Object Detection (I8)
|
52% |
510
17.9 IPS |
|
Face Detection (F32)
|
100% |
641
7.36 IPS |
|
Face Detection (F16)
|
100% |
592
6.81 IPS |
|
Face Detection (I8)
|
75% |
523
6.01 IPS |
|
Text Classification (F32)
|
100% |
654
258.5 IPS |
|
Text Classification (F16)
|
100% |
652
257.7 IPS |
|
Machine Translation (F32)
|
100% |
932
143.6 IPS |
|
Machine Translation (F16)
|
100% |
930
143.4 IPS |