Upload Date | September 28 2021 08:36 PM |
Views | 1 |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
472
50.5 IPS |
|
Image Classification (F16)
|
100% |
460
49.3 IPS |
|
Image Classification (I8)
|
81% |
272
29.2 IPS |
|
Image Segmentation (F32)
|
100% |
749
4.62 IPS |
|
Image Segmentation (F16)
|
100% |
736
4.54 IPS |
|
Image Segmentation (I8)
|
89% |
941
5.81 IPS |
|
Pose Estimation (F32)
|
100% |
223
0.90 IPS |
|
Pose Estimation (F16)
|
100% |
223
0.90 IPS |
|
Pose Estimation (I8)
|
80% |
264
1.07 IPS |
|
Object Detection (F32)
|
100% |
688
24.1 IPS |
|
Object Detection (F16)
|
100% |
662
23.2 IPS |
|
Object Detection (I8)
|
52% |
528
18.5 IPS |
|
Face Detection (F32)
|
100% |
791
9.09 IPS |
|
Face Detection (F16)
|
100% |
807
9.27 IPS |
|
Face Detection (I8)
|
75% |
574
6.60 IPS |
|
Text Classification (F32)
|
100% |
769
304.1 IPS |
|
Text Classification (F16)
|
100% |
763
301.9 IPS |
|
Machine Translation (F32)
|
100% |
988
152.3 IPS |
|
Machine Translation (F16)
|
100% |
991
152.7 IPS |