Upload Date | May 16 2022 04:22 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.5 |
Model | iPhone 12 Pro |
Model ID | iPhone13,3 |
Motherboard | D53pAP |
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 | 5.56 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
629
67.4 IPS |
|
Image Classification (F16)
|
100% |
605
64.9 IPS |
|
Image Classification (I8)
|
81% |
403
43.2 IPS |
|
Image Segmentation (F32)
|
100% |
949
5.86 IPS |
|
Image Segmentation (F16)
|
100% |
901
5.56 IPS |
|
Image Segmentation (I8)
|
89% |
1319
8.15 IPS |
|
Pose Estimation (F32)
|
100% |
333
1.35 IPS |
|
Pose Estimation (F16)
|
100% |
326
1.32 IPS |
|
Pose Estimation (I8)
|
80% |
414
1.68 IPS |
|
Object Detection (F32)
|
100% |
841
29.5 IPS |
|
Object Detection (F16)
|
100% |
833
29.2 IPS |
|
Object Detection (I8)
|
52% |
710
24.9 IPS |
|
Face Detection (F32)
|
100% |
1013
11.6 IPS |
|
Face Detection (F16)
|
100% |
991
11.4 IPS |
|
Face Detection (I8)
|
75% |
809
9.29 IPS |
|
Text Classification (F32)
|
100% |
1809
715.6 IPS |
|
Text Classification (F16)
|
100% |
1924
761.1 IPS |
|
Machine Translation (F32)
|
100% |
1686
259.8 IPS |
|
Machine Translation (F16)
|
100% |
1680
258.9 IPS |