Upload Date | September 26 2022 10:24 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.1 |
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 | 3.58 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
620
66.4 IPS |
|
Image Classification (F16)
|
100% |
589
63.1 IPS |
|
Image Classification (I8)
|
81% |
408
43.7 IPS |
|
Image Segmentation (F32)
|
100% |
938
5.80 IPS |
|
Image Segmentation (F16)
|
100% |
906
5.60 IPS |
|
Image Segmentation (I8)
|
89% |
1339
8.27 IPS |
|
Pose Estimation (F32)
|
100% |
349
1.41 IPS |
|
Pose Estimation (F16)
|
100% |
341
1.38 IPS |
|
Pose Estimation (I8)
|
80% |
422
1.71 IPS |
|
Object Detection (F32)
|
100% |
826
29.0 IPS |
|
Object Detection (F16)
|
100% |
844
29.6 IPS |
|
Object Detection (I8)
|
52% |
685
24.0 IPS |
|
Face Detection (F32)
|
100% |
1046
12.0 IPS |
|
Face Detection (F16)
|
100% |
1030
11.8 IPS |
|
Face Detection (I8)
|
75% |
812
9.33 IPS |
|
Text Classification (F32)
|
100% |
1876
742.1 IPS |
|
Text Classification (F16)
|
100% |
1811
716.2 IPS |
|
Machine Translation (F32)
|
100% |
1654
254.9 IPS |
|
Machine Translation (F16)
|
100% |
1665
256.7 IPS |