Upload Date | May 14 2022 09:41 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
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% |
645
69.1 IPS |
|
Image Classification (F16)
|
100% |
603
64.6 IPS |
|
Image Classification (I8)
|
81% |
410
44.0 IPS |
|
Image Segmentation (F32)
|
100% |
981
6.06 IPS |
|
Image Segmentation (F16)
|
100% |
944
5.83 IPS |
|
Image Segmentation (I8)
|
89% |
1362
8.41 IPS |
|
Pose Estimation (F32)
|
100% |
350
1.42 IPS |
|
Pose Estimation (F16)
|
100% |
345
1.39 IPS |
|
Pose Estimation (I8)
|
80% |
423
1.71 IPS |
|
Object Detection (F32)
|
100% |
830
29.1 IPS |
|
Object Detection (F16)
|
100% |
835
29.3 IPS |
|
Object Detection (I8)
|
52% |
724
25.4 IPS |
|
Face Detection (F32)
|
100% |
1052
12.1 IPS |
|
Face Detection (F16)
|
100% |
1031
11.8 IPS |
|
Face Detection (I8)
|
75% |
807
9.28 IPS |
|
Text Classification (F32)
|
100% |
2002
791.9 IPS |
|
Text Classification (F16)
|
100% |
2096
829.0 IPS |
|
Machine Translation (F32)
|
100% |
1677
258.5 IPS |
|
Machine Translation (F16)
|
100% |
1665
256.6 IPS |