Upload Date | October 21 2021 05:37 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
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 | 5.60 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
574
61.5 IPS |
|
Image Classification (F16)
|
100% |
546
58.5 IPS |
|
Image Classification (I8)
|
81% |
411
44.0 IPS |
|
Image Segmentation (F32)
|
100% |
892
5.51 IPS |
|
Image Segmentation (F16)
|
100% |
862
5.32 IPS |
|
Image Segmentation (I8)
|
89% |
1370
8.46 IPS |
|
Pose Estimation (F32)
|
100% |
338
1.37 IPS |
|
Pose Estimation (F16)
|
100% |
331
1.34 IPS |
|
Pose Estimation (I8)
|
80% |
411
1.66 IPS |
|
Object Detection (F32)
|
100% |
842
29.5 IPS |
|
Object Detection (F16)
|
100% |
841
29.5 IPS |
|
Object Detection (I8)
|
52% |
752
26.4 IPS |
|
Face Detection (F32)
|
100% |
1018
11.7 IPS |
|
Face Detection (F16)
|
100% |
990
11.4 IPS |
|
Face Detection (I8)
|
75% |
829
9.52 IPS |
|
Text Classification (F32)
|
100% |
2423
958.3 IPS |
|
Text Classification (F16)
|
100% |
2397
948.1 IPS |
|
Machine Translation (F32)
|
100% |
1679
258.7 IPS |
|
Machine Translation (F16)
|
100% |
1686
259.8 IPS |