Upload Date | September 26 2022 08:18 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.0 |
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% |
640
68.5 IPS |
|
Image Classification (F16)
|
100% |
1044
111.8 IPS |
|
Image Classification (I8)
|
81% |
401
43.0 IPS |
|
Image Segmentation (F32)
|
100% |
3029
18.7 IPS |
|
Image Segmentation (F16)
|
100% |
4796
29.6 IPS |
|
Image Segmentation (I8)
|
89% |
737
4.55 IPS |
|
Pose Estimation (F32)
|
100% |
1194
4.83 IPS |
|
Pose Estimation (F16)
|
100% |
3386
13.7 IPS |
|
Pose Estimation (I8)
|
80% |
138
0.56 IPS |
|
Object Detection (F32)
|
100% |
1439
50.5 IPS |
|
Object Detection (F16)
|
99% |
1522
53.4 IPS |
|
Object Detection (I8)
|
52% |
560
19.6 IPS |
|
Face Detection (F32)
|
100% |
3179
36.5 IPS |
|
Face Detection (F16)
|
97% |
5068
58.2 IPS |
|
Face Detection (I8)
|
75% |
536
6.16 IPS |
|
Text Classification (F32)
|
100% |
653
258.1 IPS |
|
Text Classification (F16)
|
98% |
793
313.5 IPS |
|
Machine Translation (F32)
|
100% |
984
151.7 IPS |
|
Machine Translation (F16)
|
100% |
982
151.4 IPS |