Upload Date | January 14 2022 11:33 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.2 |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1580
169.3 IPS |
|
Image Classification (F16)
|
100% |
1612
172.7 IPS |
|
Image Classification (I8)
|
81% |
642
68.8 IPS |
|
Image Segmentation (F32)
|
100% |
4143
25.6 IPS |
|
Image Segmentation (F16)
|
100% |
6049
37.4 IPS |
|
Image Segmentation (I8)
|
89% |
1157
7.15 IPS |
|
Pose Estimation (F32)
|
100% |
1492
6.04 IPS |
|
Pose Estimation (F16)
|
100% |
4976
20.1 IPS |
|
Pose Estimation (I8)
|
80% |
211
0.85 IPS |
|
Object Detection (F32)
|
100% |
1616
56.7 IPS |
|
Object Detection (F16)
|
99% |
1687
59.2 IPS |
|
Object Detection (I8)
|
52% |
914
32.1 IPS |
|
Face Detection (F32)
|
100% |
4287
49.3 IPS |
|
Face Detection (F16)
|
97% |
5376
61.8 IPS |
|
Face Detection (I8)
|
75% |
846
9.72 IPS |
|
Text Classification (F32)
|
100% |
851
336.4 IPS |
|
Text Classification (F16)
|
98% |
1090
431.0 IPS |
|
Machine Translation (F32)
|
100% |
1675
258.1 IPS |
|
Machine Translation (F16)
|
100% |
1671
257.5 IPS |