Upload Date | May 11 2021 12:20 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 14.5.1 |
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 | 5.61 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
644
69.1 IPS |
|
Image Classification (F16)
|
100% |
612
65.6 IPS |
|
Image Classification (I8)
|
81% |
422
45.2 IPS |
|
Image Segmentation (F32)
|
100% |
980
6.06 IPS |
|
Image Segmentation (F16)
|
100% |
955
5.90 IPS |
|
Image Segmentation (I8)
|
89% |
1384
8.55 IPS |
|
Pose Estimation (F32)
|
100% |
352
1.43 IPS |
|
Pose Estimation (F16)
|
100% |
345
1.40 IPS |
|
Pose Estimation (I8)
|
80% |
425
1.72 IPS |
|
Object Detection (F32)
|
100% |
719
25.2 IPS |
|
Object Detection (F16)
|
100% |
697
24.5 IPS |
|
Object Detection (I8)
|
52% |
567
19.9 IPS |
|
Face Detection (F32)
|
100% |
1065
12.2 IPS |
|
Face Detection (F16)
|
100% |
1026
11.8 IPS |
|
Face Detection (I8)
|
75% |
811
9.31 IPS |
|
Text Classification (F32)
|
100% |
2410
953.2 IPS |
|
Text Classification (F16)
|
100% |
2326
920.0 IPS |
|
Machine Translation (F32)
|
100% |
1690
260.5 IPS |
|
Machine Translation (F16)
|
100% |
1683
259.4 IPS |