Upload Date | May 14 2022 08:14 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
Model | iPhone 11 |
Model ID | iPhone12,1 |
Motherboard | N104AP |
CPU Information | |
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Name | Apple A13 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.66 GHz |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.76 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1251
134.1 IPS |
|
Image Classification (F16)
|
100% |
1600
171.4 IPS |
|
Image Classification (I8)
|
81% |
447
47.9 IPS |
|
Image Segmentation (F32)
|
100% |
3349
20.7 IPS |
|
Image Segmentation (F16)
|
100% |
5447
33.6 IPS |
|
Image Segmentation (I8)
|
89% |
817
5.04 IPS |
|
Pose Estimation (F32)
|
100% |
1405
5.69 IPS |
|
Pose Estimation (F16)
|
100% |
4380
17.7 IPS |
|
Pose Estimation (I8)
|
80% |
151
0.61 IPS |
|
Object Detection (F32)
|
100% |
1609
56.5 IPS |
|
Object Detection (F16)
|
99% |
1831
64.2 IPS |
|
Object Detection (I8)
|
52% |
640
22.5 IPS |
|
Face Detection (F32)
|
100% |
3573
41.1 IPS |
|
Face Detection (F16)
|
97% |
5562
63.9 IPS |
|
Face Detection (I8)
|
75% |
620
7.12 IPS |
|
Text Classification (F32)
|
100% |
939
371.2 IPS |
|
Text Classification (F16)
|
98% |
1168
462.2 IPS |
|
Machine Translation (F32)
|
100% |
1166
179.7 IPS |
|
Machine Translation (F16)
|
100% |
1196
184.3 IPS |