Upload Date | September 23 2022 05:59 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.0.2 |
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 | 5.57 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1431
153.3 IPS |
|
Image Classification (F16)
|
100% |
1567
167.9 IPS |
|
Image Classification (I8)
|
81% |
638
68.3 IPS |
|
Image Segmentation (F32)
|
100% |
4166
25.7 IPS |
|
Image Segmentation (F16)
|
100% |
5797
35.8 IPS |
|
Image Segmentation (I8)
|
89% |
1101
6.80 IPS |
|
Pose Estimation (F32)
|
100% |
1470
5.95 IPS |
|
Pose Estimation (F16)
|
100% |
4954
20.0 IPS |
|
Pose Estimation (I8)
|
80% |
211
0.86 IPS |
|
Object Detection (F32)
|
100% |
1677
58.9 IPS |
|
Object Detection (F16)
|
99% |
1685
59.1 IPS |
|
Object Detection (I8)
|
52% |
902
31.7 IPS |
|
Face Detection (F32)
|
100% |
4245
48.8 IPS |
|
Face Detection (F16)
|
97% |
5502
63.2 IPS |
|
Face Detection (I8)
|
75% |
851
9.78 IPS |
|
Text Classification (F32)
|
100% |
849
335.7 IPS |
|
Text Classification (F16)
|
98% |
1075
425.0 IPS |
|
Machine Translation (F32)
|
100% |
1694
261.0 IPS |
|
Machine Translation (F16)
|
100% |
1705
262.8 IPS |