Upload Date | January 14 2022 11:18 PM |
Views | 5 |
System Information | |
---|---|
Operating System | iOS 15.2.1 |
Model | iPhone 11 Pro |
Model ID | iPhone12,3 |
Motherboard | D421AP |
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 | 3.68 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1229
131.7 IPS |
|
Image Classification (F16)
|
100% |
1578
169.1 IPS |
|
Image Classification (I8)
|
81% |
448
48.0 IPS |
|
Image Segmentation (F32)
|
100% |
3431
21.2 IPS |
|
Image Segmentation (F16)
|
100% |
5410
33.4 IPS |
|
Image Segmentation (I8)
|
89% |
835
5.15 IPS |
|
Pose Estimation (F32)
|
100% |
1424
5.76 IPS |
|
Pose Estimation (F16)
|
100% |
4410
17.8 IPS |
|
Pose Estimation (I8)
|
80% |
154
0.62 IPS |
|
Object Detection (F32)
|
100% |
1563
54.9 IPS |
|
Object Detection (F16)
|
99% |
1864
65.4 IPS |
|
Object Detection (I8)
|
52% |
640
22.5 IPS |
|
Face Detection (F32)
|
100% |
3623
41.6 IPS |
|
Face Detection (F16)
|
97% |
5382
61.8 IPS |
|
Face Detection (I8)
|
75% |
632
7.27 IPS |
|
Text Classification (F32)
|
100% |
959
379.2 IPS |
|
Text Classification (F16)
|
98% |
1209
478.1 IPS |
|
Machine Translation (F32)
|
100% |
1198
184.6 IPS |
|
Machine Translation (F16)
|
100% |
1207
186.1 IPS |