Upload Date | September 15 2021 10:06 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.7.1 |
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 | 5.60 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
613
65.6 IPS |
|
Image Classification (F16)
|
100% |
573
61.4 IPS |
|
Image Classification (I8)
|
81% |
225
24.1 IPS |
|
Image Segmentation (F32)
|
100% |
889
5.49 IPS |
|
Image Segmentation (F16)
|
100% |
837
5.17 IPS |
|
Image Segmentation (I8)
|
89% |
1238
7.65 IPS |
|
Pose Estimation (F32)
|
100% |
288
1.16 IPS |
|
Pose Estimation (F16)
|
100% |
277
1.12 IPS |
|
Pose Estimation (I8)
|
80% |
368
1.49 IPS |
|
Object Detection (F32)
|
100% |
838
29.4 IPS |
|
Object Detection (F16)
|
100% |
843
29.6 IPS |
|
Object Detection (I8)
|
52% |
428
15.0 IPS |
|
Face Detection (F32)
|
100% |
988
11.3 IPS |
|
Face Detection (F16)
|
100% |
934
10.7 IPS |
|
Face Detection (I8)
|
75% |
693
7.97 IPS |
|
Text Classification (F32)
|
100% |
568
224.5 IPS |
|
Text Classification (F16)
|
100% |
610
241.1 IPS |
|
Machine Translation (F32)
|
100% |
1729
266.4 IPS |
|
Machine Translation (F16)
|
100% |
1726
266.0 IPS |