Upload Date | September 28 2021 10:46 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
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 | 3.62 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
643
68.9 IPS |
|
Image Classification (F16)
|
100% |
607
65.0 IPS |
|
Image Classification (I8)
|
81% |
419
44.9 IPS |
|
Image Segmentation (F32)
|
100% |
976
6.03 IPS |
|
Image Segmentation (F16)
|
100% |
956
5.90 IPS |
|
Image Segmentation (I8)
|
89% |
1398
8.63 IPS |
|
Pose Estimation (F32)
|
100% |
370
1.50 IPS |
|
Pose Estimation (F16)
|
100% |
363
1.47 IPS |
|
Pose Estimation (I8)
|
80% |
442
1.79 IPS |
|
Object Detection (F32)
|
100% |
919
32.2 IPS |
|
Object Detection (F16)
|
100% |
923
32.4 IPS |
|
Object Detection (I8)
|
52% |
740
26.0 IPS |
|
Face Detection (F32)
|
100% |
1085
12.5 IPS |
|
Face Detection (F16)
|
100% |
1068
12.3 IPS |
|
Face Detection (I8)
|
75% |
813
9.34 IPS |
|
Text Classification (F32)
|
100% |
2397
948.2 IPS |
|
Text Classification (F16)
|
100% |
2371
937.6 IPS |
|
Machine Translation (F32)
|
100% |
1695
261.3 IPS |
|
Machine Translation (F16)
|
100% |
1704
262.6 IPS |