Upload Date | November 25 2021 04:29 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.1 |
Model | iPhone XS |
Model ID | iPhone11,2 |
Motherboard | D321AP |
CPU Information | |
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Name | Apple A12 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.69 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
628
67.2 IPS |
|
Image Classification (F16)
|
100% |
1105
118.4 IPS |
|
Image Classification (I8)
|
81% |
400
42.9 IPS |
|
Image Segmentation (F32)
|
100% |
3061
18.9 IPS |
|
Image Segmentation (F16)
|
100% |
4788
29.6 IPS |
|
Image Segmentation (I8)
|
89% |
745
4.60 IPS |
|
Pose Estimation (F32)
|
100% |
1207
4.88 IPS |
|
Pose Estimation (F16)
|
100% |
3450
14.0 IPS |
|
Pose Estimation (I8)
|
80% |
141
0.57 IPS |
|
Object Detection (F32)
|
100% |
1361
47.8 IPS |
|
Object Detection (F16)
|
99% |
1530
53.7 IPS |
|
Object Detection (I8)
|
52% |
565
19.8 IPS |
|
Face Detection (F32)
|
100% |
3191
36.7 IPS |
|
Face Detection (F16)
|
97% |
5035
57.8 IPS |
|
Face Detection (I8)
|
75% |
549
6.30 IPS |
|
Text Classification (F32)
|
100% |
651
257.4 IPS |
|
Text Classification (F16)
|
98% |
798
315.5 IPS |
|
Machine Translation (F32)
|
100% |
852
131.4 IPS |
|
Machine Translation (F16)
|
100% |
963
148.5 IPS |