Upload Date | May 17 2022 02:03 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.5 |
Model | iPhone 12 Pro Max |
Model ID | iPhone13,4 |
Motherboard | D54pAP |
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 | 5.54 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
636
68.1 IPS |
|
Image Classification (F16)
|
100% |
610
65.3 IPS |
|
Image Classification (I8)
|
81% |
407
43.6 IPS |
|
Image Segmentation (F32)
|
100% |
999
6.17 IPS |
|
Image Segmentation (F16)
|
100% |
951
5.87 IPS |
|
Image Segmentation (I8)
|
89% |
1388
8.57 IPS |
|
Pose Estimation (F32)
|
100% |
366
1.48 IPS |
|
Pose Estimation (F16)
|
100% |
361
1.46 IPS |
|
Pose Estimation (I8)
|
80% |
438
1.77 IPS |
|
Object Detection (F32)
|
100% |
913
32.0 IPS |
|
Object Detection (F16)
|
100% |
933
32.7 IPS |
|
Object Detection (I8)
|
52% |
720
25.3 IPS |
|
Face Detection (F32)
|
100% |
1094
12.6 IPS |
|
Face Detection (F16)
|
100% |
1077
12.4 IPS |
|
Face Detection (I8)
|
75% |
818
9.39 IPS |
|
Text Classification (F32)
|
100% |
1923
760.6 IPS |
|
Text Classification (F16)
|
100% |
2000
791.2 IPS |
|
Machine Translation (F32)
|
100% |
1680
258.9 IPS |
|
Machine Translation (F16)
|
100% |
1679
258.8 IPS |