Upload Date | May 15 2022 05:56 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.3.1 |
Model | iPhone 12 |
Model ID | iPhone13,2 |
Motherboard | D53gAP |
CPU Information | |
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Name | Apple A14 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.62 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
406
43.5 IPS |
|
Image Classification (F16)
|
100% |
416
44.5 IPS |
|
Image Classification (I8)
|
81% |
803
86.0 IPS |
|
Image Segmentation (F32)
|
100% |
518
3.20 IPS |
|
Image Segmentation (F16)
|
100% |
513
3.17 IPS |
|
Image Segmentation (I8)
|
89% |
1211
7.48 IPS |
|
Pose Estimation (F32)
|
100% |
243
0.98 IPS |
|
Pose Estimation (F16)
|
100% |
299
1.21 IPS |
|
Pose Estimation (I8)
|
80% |
361
1.46 IPS |
|
Object Detection (F32)
|
100% |
613
21.5 IPS |
|
Object Detection (F16)
|
100% |
606
21.3 IPS |
|
Object Detection (I8)
|
52% |
909
31.9 IPS |
|
Face Detection (F32)
|
100% |
741
8.51 IPS |
|
Face Detection (F16)
|
100% |
745
8.56 IPS |
|
Face Detection (I8)
|
75% |
937
10.8 IPS |
|
Text Classification (F32)
|
100% |
1207
477.3 IPS |
|
Text Classification (F16)
|
100% |
1211
479.1 IPS |
|
Machine Translation (F32)
|
100% |
803
123.7 IPS |
|
Machine Translation (F16)
|
100% |
797
122.8 IPS |