Upload Date | May 15 2022 09:25 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% |
637
68.3 IPS |
|
Image Classification (F16)
|
100% |
599
64.2 IPS |
|
Image Classification (I8)
|
81% |
420
45.0 IPS |
|
Image Segmentation (F32)
|
100% |
1010
6.24 IPS |
|
Image Segmentation (F16)
|
100% |
963
5.95 IPS |
|
Image Segmentation (I8)
|
89% |
1382
8.54 IPS |
|
Pose Estimation (F32)
|
100% |
372
1.50 IPS |
|
Pose Estimation (F16)
|
100% |
363
1.47 IPS |
|
Pose Estimation (I8)
|
80% |
443
1.79 IPS |
|
Object Detection (F32)
|
100% |
915
32.1 IPS |
|
Object Detection (F16)
|
100% |
913
32.0 IPS |
|
Object Detection (I8)
|
52% |
738
25.9 IPS |
|
Face Detection (F32)
|
100% |
1075
12.3 IPS |
|
Face Detection (F16)
|
100% |
1055
12.1 IPS |
|
Face Detection (I8)
|
75% |
815
9.37 IPS |
|
Text Classification (F32)
|
100% |
2047
809.7 IPS |
|
Text Classification (F16)
|
100% |
2115
836.7 IPS |
|
Machine Translation (F32)
|
100% |
1689
260.3 IPS |
|
Machine Translation (F16)
|
100% |
1675
258.1 IPS |