Upload Date | October 23 2021 06:46 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.7.1 |
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 | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.70 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
874
93.6 IPS |
|
Image Classification (F16)
|
100% |
1072
114.9 IPS |
|
Image Classification (I8)
|
81% |
401
43.0 IPS |
|
Image Segmentation (F32)
|
100% |
3105
19.2 IPS |
|
Image Segmentation (F16)
|
100% |
4562
28.2 IPS |
|
Image Segmentation (I8)
|
89% |
747
4.61 IPS |
|
Pose Estimation (F32)
|
100% |
1210
4.90 IPS |
|
Pose Estimation (F16)
|
100% |
3447
13.9 IPS |
|
Pose Estimation (I8)
|
80% |
141
0.57 IPS |
|
Object Detection (F32)
|
100% |
1414
49.6 IPS |
|
Object Detection (F16)
|
99% |
1498
52.6 IPS |
|
Object Detection (I8)
|
52% |
565
19.8 IPS |
|
Face Detection (F32)
|
100% |
3208
36.9 IPS |
|
Face Detection (F16)
|
97% |
5110
58.7 IPS |
|
Face Detection (I8)
|
75% |
550
6.31 IPS |
|
Text Classification (F32)
|
100% |
653
258.2 IPS |
|
Text Classification (F16)
|
98% |
783
309.5 IPS |
|
Machine Translation (F32)
|
100% |
994
153.1 IPS |
|
Machine Translation (F16)
|
100% |
992
152.8 IPS |