Upload Date | May 16 2022 07:00 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
624
66.9 IPS |
|
Image Classification (F16)
|
100% |
575
61.6 IPS |
|
Image Classification (I8)
|
81% |
406
43.5 IPS |
|
Image Segmentation (F32)
|
100% |
946
5.84 IPS |
|
Image Segmentation (F16)
|
100% |
886
5.47 IPS |
|
Image Segmentation (I8)
|
89% |
1339
8.27 IPS |
|
Pose Estimation (F32)
|
100% |
339
1.37 IPS |
|
Pose Estimation (F16)
|
100% |
331
1.34 IPS |
|
Pose Estimation (I8)
|
80% |
416
1.69 IPS |
|
Object Detection (F32)
|
100% |
841
29.5 IPS |
|
Object Detection (F16)
|
100% |
845
29.7 IPS |
|
Object Detection (I8)
|
52% |
720
25.3 IPS |
|
Face Detection (F32)
|
100% |
1019
11.7 IPS |
|
Face Detection (F16)
|
100% |
998
11.5 IPS |
|
Face Detection (I8)
|
75% |
805
9.25 IPS |
|
Text Classification (F32)
|
100% |
1996
789.4 IPS |
|
Text Classification (F16)
|
100% |
2115
836.5 IPS |
|
Machine Translation (F32)
|
100% |
1665
256.6 IPS |
|
Machine Translation (F16)
|
100% |
1663
256.3 IPS |